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Orchestrates meditate, expand-awareness, observe, awareness, integrate-gestalt, and express-insight into a coherent process that produces unified understanding rather than sequential compromise. Use when a problem genuinely spans 3+ domains and the interactions between domains matter more than depth in any one, when sequential analysis feels like compromise rather than integration, or before major architectural decisions affecting multiple stakeholders.\n","adaptic",{"claudeCode":12},"SKILL.md frontmatter at skills/adaptic/SKILL.md (coalesced with duplicate skill at i18n/de/skills/adaptic, i18n/es/skills/adaptic, i18n/ja/skills/adaptic, i18n/zh-CN/skills/adaptic, i18n/wenyan/skills/adaptic, i18n/caveman/skills/adaptic, i18n/wenyan-lite/skills/adaptic, i18n/caveman-lite/skills/adaptic, i18n/wenyan-ultra/skills/adaptic, i18n/caveman-ultra/skills/adaptic)",[1189],{"path":1181,"priority":309},{"basePath":1191,"description":1192,"displayName":1193,"installMethods":1194,"rationale":1195,"selectedPaths":1196,"source":1172,"sourceLanguage":18,"type":255},"skills/add-puzzle-type","Scaffold a new puzzle type across all 10+ pipeline integration points in jigsawR. Creates the core puzzle module, wires it into the unified pipeline (generation, positioning, rendering, adjacency), adds ggpuzzle geom/stat layers, updates DESCRIPTION and config.yml, extends the Shiny app, and creates a comprehensive test suite. Use when adding a completely new puzzle type to the package or following the 10-point integration checklist to ensure nothing is missed end-to-end.\n","add-puzzle-type",{"claudeCode":12},"SKILL.md frontmatter at skills/add-puzzle-type/SKILL.md (coalesced with duplicate skill at i18n/de/skills/add-puzzle-type, i18n/es/skills/add-puzzle-type, i18n/ja/skills/add-puzzle-type, i18n/zh-CN/skills/add-puzzle-type, i18n/wenyan/skills/add-puzzle-type, i18n/caveman/skills/add-puzzle-type, i18n/wenyan-lite/skills/add-puzzle-type, i18n/caveman-lite/skills/add-puzzle-type, i18n/wenyan-ultra/skills/add-puzzle-type, i18n/caveman-ultra/skills/add-puzzle-type)",[1197],{"path":1181,"priority":309},{"basePath":1199,"description":1200,"displayName":1201,"installMethods":1202,"rationale":1203,"selectedPaths":1204,"source":1172,"sourceLanguage":18,"type":255},"skills/add-rcpp-integration","Add Rcpp or RcppArmadillo integration to an R package for high-performance C++ code. Covers setup, writing C++ functions, RcppExports generation, testing compiled code, and debugging. Use when an R function is too slow and profiling confirms a bottleneck, when you need to interface with existing C/C++ libraries, or when implementing algorithms (loops, recursion, linear algebra) that benefit from compiled code.\n","add-rcpp-integration",{"claudeCode":12},"SKILL.md frontmatter at skills/add-rcpp-integration/SKILL.md (coalesced with duplicate skill at i18n/de/skills/add-rcpp-integration, i18n/es/skills/add-rcpp-integration, i18n/ja/skills/add-rcpp-integration, i18n/zh-CN/skills/add-rcpp-integration, i18n/wenyan/skills/add-rcpp-integration, i18n/caveman/skills/add-rcpp-integration, i18n/wenyan-lite/skills/add-rcpp-integration, i18n/caveman-lite/skills/add-rcpp-integration, i18n/wenyan-ultra/skills/add-rcpp-integration, i18n/caveman-ultra/skills/add-rcpp-integration)",[1205],{"path":1181,"priority":309},{"basePath":1207,"description":1208,"displayName":1209,"installMethods":1210,"rationale":1211,"selectedPaths":1212,"source":1172,"sourceLanguage":18,"type":255},"skills/aikido","Practice aikido as a defensive martial art emphasizing harmony, redirection, and controlled resolution. Covers centering and grounding, ukemi (safe falling and rolling), core techniques (irimi-nage, shiho-nage, kote-gaeshi, ikkyo), blending and tai sabaki (body movement), randori (multiple attacker practice), weapons awareness, and applying principles off the mat. Use when learning a defensive martial art that prioritizes de-escalation, developing the ability to redirect aggression without causing unnecessary harm, building safe falling skills, or cultivating calm centeredness under physical pressure.\n","aikido",{"claudeCode":12},"SKILL.md frontmatter at skills/aikido/SKILL.md (coalesced with duplicate skill at i18n/de/skills/aikido, i18n/es/skills/aikido, i18n/ja/skills/aikido, i18n/zh-CN/skills/aikido, i18n/wenyan/skills/aikido, i18n/caveman/skills/aikido, i18n/wenyan-lite/skills/aikido, i18n/caveman-lite/skills/aikido, i18n/wenyan-ultra/skills/aikido, i18n/caveman-ultra/skills/aikido)",[1213],{"path":1181,"priority":309},{"basePath":1215,"description":1216,"displayName":1217,"installMethods":1218,"rationale":1219,"selectedPaths":1220,"source":1172,"sourceLanguage":18,"type":255},"skills/analyze-codebase-for-mcp","Analyze an arbitrary codebase to identify functions, APIs, and data sources suitable for exposure as MCP tools, producing a tool specification document. Use when planning an MCP server for an existing project, auditing a codebase before wrapping it as an AI-accessible tool surface, comparing what a codebase can do versus what is already exposed via MCP, or generating a tool spec to hand off to scaffold-mcp-server.\n","analyze-codebase-for-mcp",{"claudeCode":12},"SKILL.md frontmatter at skills/analyze-codebase-for-mcp/SKILL.md (coalesced with duplicate skill at i18n/de/skills/analyze-codebase-for-mcp, i18n/es/skills/analyze-codebase-for-mcp, i18n/ja/skills/analyze-codebase-for-mcp, i18n/zh-CN/skills/analyze-codebase-for-mcp, i18n/wenyan/skills/analyze-codebase-for-mcp, i18n/caveman/skills/analyze-codebase-for-mcp, i18n/wenyan-lite/skills/analyze-codebase-for-mcp, i18n/caveman-lite/skills/analyze-codebase-for-mcp, i18n/wenyan-ultra/skills/analyze-codebase-for-mcp, i18n/caveman-ultra/skills/analyze-codebase-for-mcp)",[1221],{"path":1181,"priority":309},{"basePath":1223,"description":1224,"displayName":1225,"installMethods":1226,"rationale":1227,"selectedPaths":1228,"source":1172,"sourceLanguage":18,"type":255},"skills/analyze-codebase-workflow","Analyze an arbitrary codebase to auto-detect workflows, data pipelines, and file dependencies using putior's put_auto() engine. Produces an annotation plan that maps detected I/O patterns to source files across 30+ supported languages with 902 auto-detection patterns. Use when onboarding onto an unfamiliar codebase to understand data flow, starting putior integration in a project without existing annotations, auditing a project's data pipeline before documentation, or preparing an annotation plan before running annotate-source-files.\n","analyze-codebase-workflow",{"claudeCode":12},"SKILL.md frontmatter at skills/analyze-codebase-workflow/SKILL.md (coalesced with duplicate skill at i18n/de/skills/analyze-codebase-workflow, i18n/es/skills/analyze-codebase-workflow, i18n/ja/skills/analyze-codebase-workflow, i18n/zh-CN/skills/analyze-codebase-workflow, i18n/wenyan/skills/analyze-codebase-workflow, i18n/caveman/skills/analyze-codebase-workflow, i18n/wenyan-lite/skills/analyze-codebase-workflow, i18n/caveman-lite/skills/analyze-codebase-workflow, i18n/wenyan-ultra/skills/analyze-codebase-workflow, i18n/caveman-ultra/skills/analyze-codebase-workflow)",[1229],{"path":1181,"priority":309},{"basePath":1231,"description":1232,"displayName":1233,"installMethods":1234,"rationale":1235,"selectedPaths":1236,"source":1172,"sourceLanguage":18,"type":255},"skills/analyze-diffusion-dynamics","Analyze the dynamics of diffusion processes using stochastic differential equations, Fokker-Planck equations, first-passage time distributions, and parameter sensitivity analysis. Use when deriving probability density evolution for a continuous-time diffusion process, computing mean first-passage times for bounded diffusion, analyzing how drift and diffusion parameters affect process behavior, or validating closed-form solutions against stochastic simulation.\n","analyze-diffusion-dynamics",{"claudeCode":12},"SKILL.md frontmatter at skills/analyze-diffusion-dynamics/SKILL.md (coalesced with duplicate skill at i18n/de/skills/analyze-diffusion-dynamics, i18n/es/skills/analyze-diffusion-dynamics, i18n/ja/skills/analyze-diffusion-dynamics, i18n/zh-CN/skills/analyze-diffusion-dynamics, i18n/wenyan/skills/analyze-diffusion-dynamics, i18n/caveman/skills/analyze-diffusion-dynamics, i18n/wenyan-lite/skills/analyze-diffusion-dynamics, i18n/caveman-lite/skills/analyze-diffusion-dynamics, i18n/wenyan-ultra/skills/analyze-diffusion-dynamics, i18n/caveman-ultra/skills/analyze-diffusion-dynamics)",[1237,1238],{"path":1181,"priority":309},{"path":1239,"priority":317},"references/CITATIONS.bib",{"basePath":1241,"description":1242,"displayName":1243,"installMethods":1244,"rationale":1245,"selectedPaths":1246,"source":1172,"sourceLanguage":18,"type":255},"skills/analyze-generative-diffusion-model","Analyze pre-trained generative diffusion models (Stable Diffusion, DALL-E, Flux) by computing quality metrics (FID, IS, CLIP score, precision/recall), inspecting noise schedules, extracting and visualizing attention maps, and probing latent spaces. Use when evaluating a pre-trained generative diffusion model's output quality, comparing noise schedule variants, analyzing cross-attention patterns for text-conditioned generation, interpolating between latent codes, or detecting out-of-distribution inputs.\n","analyze-generative-diffusion-model",{"claudeCode":12},"SKILL.md frontmatter at skills/analyze-generative-diffusion-model/SKILL.md (coalesced with duplicate skill at i18n/de/skills/analyze-generative-diffusion-model, i18n/es/skills/analyze-generative-diffusion-model, i18n/ja/skills/analyze-generative-diffusion-model, i18n/zh-CN/skills/analyze-generative-diffusion-model, i18n/wenyan/skills/analyze-generative-diffusion-model, i18n/caveman/skills/analyze-generative-diffusion-model, i18n/wenyan-lite/skills/analyze-generative-diffusion-model, i18n/caveman-lite/skills/analyze-generative-diffusion-model, i18n/wenyan-ultra/skills/analyze-generative-diffusion-model, i18n/caveman-ultra/skills/analyze-generative-diffusion-model)",[1247],{"path":1181,"priority":309},{"basePath":1249,"description":1250,"displayName":1251,"installMethods":1252,"rationale":1253,"selectedPaths":1254,"source":1172,"sourceLanguage":18,"type":255},"skills/analyze-kernel-bottleneck","Systematically identify whether a GPU kernel is compute-bound, memory-bound, or latency-bound using roofline analysis, occupancy calculations, compute/load ratio per tile, and SASS instruction inspection. Produces a decision matrix for optimization strategy selection (cp.async, warp interleaving, tiling, double-buffering, or CuAssembler hand-tuning).\n","analyze-kernel-bottleneck",{"claudeCode":12},"SKILL.md frontmatter at skills/analyze-kernel-bottleneck/SKILL.md (coalesced with duplicate skill at i18n/de/skills/analyze-kernel-bottleneck, i18n/es/skills/analyze-kernel-bottleneck, i18n/ja/skills/analyze-kernel-bottleneck, i18n/zh-CN/skills/analyze-kernel-bottleneck, i18n/wenyan/skills/analyze-kernel-bottleneck, i18n/caveman/skills/analyze-kernel-bottleneck, i18n/wenyan-lite/skills/analyze-kernel-bottleneck, i18n/caveman-lite/skills/analyze-kernel-bottleneck, i18n/wenyan-ultra/skills/analyze-kernel-bottleneck, i18n/caveman-ultra/skills/analyze-kernel-bottleneck)",[1255],{"path":1181,"priority":309},{"basePath":1257,"description":1258,"displayName":1259,"installMethods":1260,"rationale":1261,"selectedPaths":1262,"source":1172,"sourceLanguage":18,"type":255},"skills/analyze-magnetic-field","Calculate and visualize magnetic fields produced by current distributions using the Biot-Savart law, Ampere's law, and magnetic dipole approximations. Use when computing B-fields from arbitrary current geometries, exploiting symmetry with Ampere's law, analyzing superposition of multiple sources, or characterizing magnetic materials through permeability, B-H curves, and hysteresis behavior.\n","analyze-magnetic-field",{"claudeCode":12},"SKILL.md frontmatter at skills/analyze-magnetic-field/SKILL.md (coalesced with duplicate skill at i18n/de/skills/analyze-magnetic-field, i18n/es/skills/analyze-magnetic-field, i18n/ja/skills/analyze-magnetic-field, i18n/zh-CN/skills/analyze-magnetic-field, i18n/wenyan/skills/analyze-magnetic-field, i18n/caveman/skills/analyze-magnetic-field, i18n/wenyan-lite/skills/analyze-magnetic-field, i18n/caveman-lite/skills/analyze-magnetic-field, i18n/wenyan-ultra/skills/analyze-magnetic-field, i18n/caveman-ultra/skills/analyze-magnetic-field)",[1263],{"path":1181,"priority":309},{"basePath":1265,"description":1266,"displayName":1267,"installMethods":1268,"rationale":1269,"selectedPaths":1270,"source":1172,"sourceLanguage":18,"type":255},"skills/analyze-magnetic-levitation","Analyze magnetic levitation systems by applying Earnshaw's theorem to determine whether passive static levitation is possible, then identifying the appropriate circumvention mechanism (diamagnetic, superconducting, active feedback, or spin-stabilized). Use when evaluating maglev transport, magnetic bearings, superconducting levitation, diamagnetic suspension, or Levitron-type devices. Covers force balance calculations, stability analysis in all spatial and tilting modes, and Meissner effect versus flux pinning distinctions.\n","analyze-magnetic-levitation",{"claudeCode":12},"SKILL.md frontmatter at skills/analyze-magnetic-levitation/SKILL.md (coalesced with duplicate skill at i18n/de/skills/analyze-magnetic-levitation, i18n/es/skills/analyze-magnetic-levitation, i18n/ja/skills/analyze-magnetic-levitation, i18n/zh-CN/skills/analyze-magnetic-levitation, i18n/wenyan/skills/analyze-magnetic-levitation, i18n/caveman/skills/analyze-magnetic-levitation, i18n/wenyan-lite/skills/analyze-magnetic-levitation, i18n/caveman-lite/skills/analyze-magnetic-levitation, i18n/wenyan-ultra/skills/analyze-magnetic-levitation, i18n/caveman-ultra/skills/analyze-magnetic-levitation)",[1271],{"path":1181,"priority":309},{"basePath":1273,"description":1274,"displayName":1275,"installMethods":1276,"rationale":1277,"selectedPaths":1278,"source":1172,"sourceLanguage":18,"type":255},"skills/analyze-prime-numbers","Analyze prime numbers using primality tests, factorization algorithms, prime distribution analysis, and sieve methods. Covers trial division, Miller-Rabin, Sieve of Eratosthenes, and the Prime Number Theorem. Use when determining whether an integer is prime or composite, finding prime factorizations, counting or listing primes up to a bound, or investigating prime properties within a number-theoretic proof or computation.\n","analyze-prime-numbers",{"claudeCode":12},"SKILL.md frontmatter at skills/analyze-prime-numbers/SKILL.md (coalesced with duplicate skill at i18n/de/skills/analyze-prime-numbers, i18n/es/skills/analyze-prime-numbers, i18n/ja/skills/analyze-prime-numbers, i18n/zh-CN/skills/analyze-prime-numbers, i18n/wenyan/skills/analyze-prime-numbers, i18n/caveman/skills/analyze-prime-numbers, i18n/wenyan-lite/skills/analyze-prime-numbers, i18n/caveman-lite/skills/analyze-prime-numbers, i18n/wenyan-ultra/skills/analyze-prime-numbers, i18n/caveman-ultra/skills/analyze-prime-numbers)",[1279],{"path":1181,"priority":309},{"basePath":1281,"description":1282,"displayName":1283,"installMethods":1284,"rationale":1285,"selectedPaths":1286,"source":1172,"sourceLanguage":18,"type":255},"skills/analyze-tensegrity-system","Analyze a tensegrity system by identifying compression struts and tension cables, classifying type (class 1/2, biological/architectural), computing prestress equilibrium, verifying stability via Maxwell's rigidity criterion, and mapping biological tensegrity (microtubules, actin, intermediate filaments). Use when evaluating tensegrity in architecture, robotics, cell biology, or any system with isolated compression in continuous tension.\n","analyze-tensegrity-system",{"claudeCode":12},"SKILL.md frontmatter at skills/analyze-tensegrity-system/SKILL.md (coalesced with duplicate skill at i18n/de/skills/analyze-tensegrity-system, i18n/es/skills/analyze-tensegrity-system, i18n/ja/skills/analyze-tensegrity-system, i18n/zh-CN/skills/analyze-tensegrity-system, i18n/wenyan/skills/analyze-tensegrity-system, i18n/caveman/skills/analyze-tensegrity-system, i18n/wenyan-lite/skills/analyze-tensegrity-system, i18n/caveman-lite/skills/analyze-tensegrity-system, i18n/wenyan-ultra/skills/analyze-tensegrity-system, i18n/caveman-ultra/skills/analyze-tensegrity-system)",[1287],{"path":1181,"priority":309},{"basePath":1289,"description":1290,"displayName":1291,"installMethods":1292,"rationale":1293,"selectedPaths":1294,"source":1172,"sourceLanguage":18,"type":255},"skills/annotate-source-files","Add PUT workflow annotations to source files using the correct language-specific comment prefix. Covers annotation syntax, skeleton generation via put_generate(), multiline annotations, .internal variables, and validation. Supports 30+ languages with automatic comment prefix detection. Use after analyzing a codebase and having an annotation plan, when adding workflow documentation to new or existing source files, or when documenting data pipelines, ETL processes, or multi-step computations.\n","annotate-source-files",{"claudeCode":12},"SKILL.md frontmatter at skills/annotate-source-files/SKILL.md (coalesced with duplicate skill at i18n/de/skills/annotate-source-files, i18n/es/skills/annotate-source-files, i18n/ja/skills/annotate-source-files, i18n/zh-CN/skills/annotate-source-files, i18n/wenyan/skills/annotate-source-files, i18n/caveman/skills/annotate-source-files, i18n/wenyan-lite/skills/annotate-source-files, i18n/caveman-lite/skills/annotate-source-files, i18n/wenyan-ultra/skills/annotate-source-files, i18n/caveman-ultra/skills/annotate-source-files)",[1295],{"path":1181,"priority":309},{"basePath":1297,"description":1298,"displayName":1299,"installMethods":1300,"rationale":1301,"selectedPaths":1302,"source":1172,"sourceLanguage":18,"type":255},"skills/apply-gematria","Compute and analyze gematria (Hebrew numerical values) using standard, ordinal, and reduced methods. Covers word-to-number conversion, isopsephy comparisons, and interpretive frameworks. Use when computing the numerical value of a Hebrew word or phrase, comparing two words for shared gematria values, studying a biblical verse or divine name for numerical correspondences, or connecting a numerical result to its position on the Tree of Life.\n","apply-gematria",{"claudeCode":12},"SKILL.md frontmatter at skills/apply-gematria/SKILL.md (coalesced with duplicate skill at i18n/de/skills/apply-gematria, i18n/es/skills/apply-gematria, i18n/ja/skills/apply-gematria, i18n/zh-CN/skills/apply-gematria, i18n/wenyan/skills/apply-gematria, i18n/caveman/skills/apply-gematria, i18n/wenyan-lite/skills/apply-gematria, i18n/caveman-lite/skills/apply-gematria, i18n/wenyan-ultra/skills/apply-gematria, i18n/caveman-ultra/skills/apply-gematria)",[1303],{"path":1181,"priority":309},{"basePath":1305,"description":1306,"displayName":1307,"installMethods":1308,"rationale":1309,"selectedPaths":1310,"source":1172,"sourceLanguage":18,"type":255},"skills/apply-semantic-versioning","Apply semantic versioning (SemVer 2.0.0) to determine the correct version bump based on change analysis. Covers major/minor/patch classification, pre-release identifiers, build metadata, and breaking change detection. Use when preparing a new release to determine the correct version number, after merging changes before tagging, evaluating whether a change constitutes a breaking change, adding pre-release identifiers, or resolving disagreement about what version bump is appropriate.\n","apply-semantic-versioning",{"claudeCode":12},"SKILL.md frontmatter at skills/apply-semantic-versioning/SKILL.md (coalesced with duplicate skill at i18n/de/skills/apply-semantic-versioning, i18n/es/skills/apply-semantic-versioning, i18n/ja/skills/apply-semantic-versioning, i18n/zh-CN/skills/apply-semantic-versioning, i18n/wenyan/skills/apply-semantic-versioning, i18n/caveman/skills/apply-semantic-versioning, i18n/wenyan-lite/skills/apply-semantic-versioning, i18n/caveman-lite/skills/apply-semantic-versioning, i18n/wenyan-ultra/skills/apply-semantic-versioning, i18n/caveman-ultra/skills/apply-semantic-versioning)",[1311],{"path":1181,"priority":309},{"basePath":1313,"description":1314,"displayName":1315,"installMethods":1316,"rationale":1317,"selectedPaths":1318,"source":1172,"sourceLanguage":18,"type":255},"skills/appraise-gemstone","Appraise gemstone value using the four Cs (color, clarity, cut, carat), origin assessment, treatment detection, and market factor analysis. Advisory educational guidance only — not a certified appraisal. Use when understanding factors that determine a gemstone's value, pre-screening stones before a professional appraisal, evaluating whether a seller's asking price is reasonable, learning gemstone grading methodology, or understanding how treatment status affects value.\n","appraise-gemstone",{"claudeCode":12},"SKILL.md frontmatter at skills/appraise-gemstone/SKILL.md (coalesced with duplicate skill at i18n/de/skills/appraise-gemstone, i18n/es/skills/appraise-gemstone, i18n/ja/skills/appraise-gemstone, i18n/zh-CN/skills/appraise-gemstone, i18n/wenyan/skills/appraise-gemstone, i18n/caveman/skills/appraise-gemstone, i18n/wenyan-lite/skills/appraise-gemstone, i18n/caveman-lite/skills/appraise-gemstone, i18n/wenyan-ultra/skills/appraise-gemstone, i18n/caveman-ultra/skills/appraise-gemstone)",[1319,1320],{"path":1181,"priority":309},{"path":1239,"priority":317},{"basePath":1322,"description":1323,"displayName":1324,"installMethods":1325,"rationale":1326,"selectedPaths":1327,"source":1172,"sourceLanguage":18,"type":255},"skills/argumentation","Construct well-structured arguments using the hypothesis-argument-example triad. Covers formulating falsifiable hypotheses, building logical arguments (deductive, inductive, analogical, evidential), providing concrete examples, and steelmanning counterarguments. Use when writing or reviewing PR descriptions that propose technical changes, justifying design decisions in ADRs, constructing substantive code review feedback, or building a research argument or technical proposal.\n","argumentation",{"claudeCode":12},"SKILL.md frontmatter at skills/argumentation/SKILL.md (coalesced with duplicate skill at i18n/de/skills/argumentation, i18n/es/skills/argumentation, i18n/ja/skills/argumentation, i18n/zh-CN/skills/argumentation, i18n/wenyan/skills/argumentation, i18n/caveman/skills/argumentation, i18n/wenyan-lite/skills/argumentation, i18n/caveman-lite/skills/argumentation, i18n/wenyan-ultra/skills/argumentation, i18n/caveman-ultra/skills/argumentation)",[1328],{"path":1181,"priority":309},{"basePath":1330,"description":1331,"displayName":1332,"installMethods":1333,"rationale":1334,"selectedPaths":1335,"source":1172,"sourceLanguage":18,"type":255},"skills/assess-context","AI context assessment — evaluating problem malleability, mapping structural rigidity versus flexibility, analyzing transformation pressure, and estimating capacity to adapt. Use when a complex task feels stuck and it is unclear whether to push through or pivot, before a significant approach change to assess whether the current reasoning structure can support it, when accumulated workarounds suggest the underlying approach may be wrong, or as a periodic structural health check during extended multi-step tasks.\n","assess-context",{"claudeCode":12},"SKILL.md frontmatter at skills/assess-context/SKILL.md (coalesced with duplicate skill at i18n/de/skills/assess-context, i18n/es/skills/assess-context, i18n/ja/skills/assess-context, i18n/zh-CN/skills/assess-context, i18n/wenyan/skills/assess-context, i18n/caveman/skills/assess-context, i18n/wenyan-lite/skills/assess-context, i18n/caveman-lite/skills/assess-context, i18n/wenyan-ultra/skills/assess-context, i18n/caveman-ultra/skills/assess-context)",[1336],{"path":1181,"priority":309},{"basePath":1338,"description":1339,"displayName":1340,"installMethods":1341,"rationale":1342,"selectedPaths":1343,"source":1172,"sourceLanguage":18,"type":255},"skills/assess-form","Evaluate a system's current structural form, identify transformation pressure, and classify transformation readiness. Covers structural inventory, pressure mapping, rigidity assessment, change capacity estimation, and readiness classification for architectural metamorphosis. Use before any significant architectural change to understand the starting point, when a system feels stuck without clear reasons, when external pressure from growth or tech debt is mounting, or as periodic health checks for long-lived systems.\n","assess-form",{"claudeCode":12},"SKILL.md frontmatter at skills/assess-form/SKILL.md (coalesced with duplicate skill at i18n/de/skills/assess-form, i18n/es/skills/assess-form, i18n/ja/skills/assess-form, i18n/zh-CN/skills/assess-form, i18n/wenyan/skills/assess-form, i18n/caveman/skills/assess-form, i18n/wenyan-lite/skills/assess-form, i18n/caveman-lite/skills/assess-form, i18n/wenyan-ultra/skills/assess-form, i18n/caveman-ultra/skills/assess-form)",[1344],{"path":1181,"priority":309},{"basePath":1346,"description":1347,"displayName":1348,"installMethods":1349,"rationale":1350,"selectedPaths":1351,"source":1172,"sourceLanguage":18,"type":255},"skills/assess-holistic-health","Conduct temperament-based health assessment from Hildegard von Bingen's Causae et Curae. Evaluates the four temperaments (sanguine, choleric, melancholic, phlegmatic), elemental correspondences (air, fire, earth, water), and provides dietary and lifestyle recommendations for rebalancing. Use when understanding constitutional type in Hildegardian terms, experiencing imbalance (fatigue, digestive issues, mental fog) needing holistic guidance, seeking dietary recommendations by temperament, or researching medieval humoral medicine.\n","assess-holistic-health",{"claudeCode":12},"SKILL.md frontmatter at skills/assess-holistic-health/SKILL.md (coalesced with duplicate skill at i18n/de/skills/assess-holistic-health, i18n/es/skills/assess-holistic-health, i18n/ja/skills/assess-holistic-health, i18n/zh-CN/skills/assess-holistic-health, i18n/wenyan/skills/assess-holistic-health, i18n/caveman/skills/assess-holistic-health, i18n/wenyan-lite/skills/assess-holistic-health, i18n/caveman-lite/skills/assess-holistic-health, i18n/wenyan-ultra/skills/assess-holistic-health, i18n/caveman-ultra/skills/assess-holistic-health)",[1352],{"path":1181,"priority":309},{"basePath":1354,"description":1355,"displayName":1356,"installMethods":1357,"rationale":1358,"selectedPaths":1359,"source":1172,"sourceLanguage":18,"type":255},"skills/assess-ip-landscape","Map the intellectual property landscape for a technology domain or product area. Covers patent cluster analysis, white space identification, competitor IP portfolio assessment, freedom-to-operate preliminary screening, and strategic IP positioning recommendations. Use before starting R&D in a new technology area, when evaluating market entry against incumbents with strong patent portfolios, preparing for investment due diligence, informing a patent filing strategy, or assessing freedom-to-operate risk for a new product.\n","assess-ip-landscape",{"claudeCode":12},"SKILL.md frontmatter at skills/assess-ip-landscape/SKILL.md (coalesced with duplicate skill at i18n/de/skills/assess-ip-landscape, i18n/es/skills/assess-ip-landscape, i18n/ja/skills/assess-ip-landscape, i18n/zh-CN/skills/assess-ip-landscape, i18n/wenyan/skills/assess-ip-landscape, i18n/caveman/skills/assess-ip-landscape, i18n/wenyan-lite/skills/assess-ip-landscape, i18n/caveman-lite/skills/assess-ip-landscape, i18n/wenyan-ultra/skills/assess-ip-landscape, i18n/caveman-ultra/skills/assess-ip-landscape)",[1360],{"path":1181,"priority":309},{"basePath":1362,"description":1363,"displayName":1364,"installMethods":1365,"rationale":1366,"selectedPaths":1367,"source":1172,"sourceLanguage":18,"type":255},"skills/assess-trail-conditions","Evaluate current trail conditions including weather, snow line, river crossings, exposure, and trail maintenance status for safety decision-making. Produces a GREEN/YELLOW/RED safety rating with actionable go/no-go recommendations. Use the day before or morning of a planned hike, during tour planning to assess seasonal viability, after unexpected weather changes on a multi-day tour, when reports suggest trail damage or closures, or before committing to an alpine or exposed route.\n","assess-trail-conditions",{"claudeCode":12},"SKILL.md frontmatter at skills/assess-trail-conditions/SKILL.md (coalesced with duplicate skill at i18n/de/skills/assess-trail-conditions, i18n/es/skills/assess-trail-conditions, i18n/ja/skills/assess-trail-conditions, i18n/zh-CN/skills/assess-trail-conditions, i18n/wenyan/skills/assess-trail-conditions, i18n/caveman/skills/assess-trail-conditions, i18n/wenyan-lite/skills/assess-trail-conditions, i18n/caveman-lite/skills/assess-trail-conditions, i18n/wenyan-ultra/skills/assess-trail-conditions, i18n/caveman-ultra/skills/assess-trail-conditions)",[1368],{"path":1181,"priority":309},{"basePath":1370,"description":1371,"displayName":1372,"installMethods":1373,"rationale":1374,"selectedPaths":1375,"source":1172,"sourceLanguage":18,"type":255},"skills/athanor","Four-stage alchemical code transmutation — nigredo (decomposition), albedo (purification), citrinitas (illumination), rubedo (synthesis) — with meditate and heal checkpoints between stages. Transforms tangled or legacy code into optimized, well-structured output through systematic material analysis. Use when transforming legacy code into modern equivalents, refactoring deeply tangled modules where incremental fixes keep failing, converting a codebase between paradigms, or when simpler refactoring approaches have stalled and a full-cycle transformation is needed.\n","athanor",{"claudeCode":12},"SKILL.md frontmatter at skills/athanor/SKILL.md (coalesced with duplicate skill at i18n/de/skills/athanor, i18n/es/skills/athanor, i18n/ja/skills/athanor, i18n/zh-CN/skills/athanor, i18n/wenyan/skills/athanor, i18n/caveman/skills/athanor, i18n/wenyan-lite/skills/athanor, i18n/caveman-lite/skills/athanor, i18n/wenyan-ultra/skills/athanor, i18n/caveman-ultra/skills/athanor)",[1376],{"path":1181,"priority":309},{"basePath":1378,"description":1379,"displayName":1380,"installMethods":1381,"rationale":1382,"selectedPaths":1383,"source":1172,"sourceLanguage":18,"type":255},"skills/attune","AI relational calibration — reading and adapting to the specific person you are working with. Goes beyond user-intent alignment (solving the right problem) to genuine attunement (meeting the person where they are). Maps communication style, expertise depth, emotional register, and implicit preferences from conversational evidence. Use at the start of a new session, when communication feels mismatched, after receiving unexpected feedback, or when transitioning between very different users or contexts.\n","attune",{"claudeCode":12},"SKILL.md frontmatter at skills/attune/SKILL.md (coalesced with duplicate skill at i18n/de/skills/attune, i18n/es/skills/attune, i18n/ja/skills/attune, i18n/zh-CN/skills/attune, i18n/wenyan/skills/attune, i18n/caveman/skills/attune, i18n/wenyan-lite/skills/attune, i18n/caveman-lite/skills/attune, i18n/wenyan-ultra/skills/attune, i18n/caveman-ultra/skills/attune)",[1384],{"path":1181,"priority":309},{"basePath":1386,"description":1387,"displayName":1388,"installMethods":1389,"rationale":1390,"selectedPaths":1391,"source":1172,"sourceLanguage":18,"type":255},"skills/audit-dependency-versions","Audit project dependencies for version staleness, security vulnerabilities, and compatibility issues. Covers lock file analysis, upgrade path planning, and breaking change assessment. Use before a release to ensure dependencies are current and secure, during periodic maintenance reviews, after receiving a security advisory, when upgrading to a new language version, before submitting to CRAN or npm, or when inheriting a project to assess its dependency health.\n","audit-dependency-versions",{"claudeCode":12},"SKILL.md frontmatter at skills/audit-dependency-versions/SKILL.md (coalesced with duplicate skill at i18n/de/skills/audit-dependency-versions, i18n/es/skills/audit-dependency-versions, i18n/ja/skills/audit-dependency-versions, i18n/zh-CN/skills/audit-dependency-versions, i18n/wenyan/skills/audit-dependency-versions, i18n/caveman/skills/audit-dependency-versions, i18n/wenyan-lite/skills/audit-dependency-versions, i18n/caveman-lite/skills/audit-dependency-versions, i18n/wenyan-ultra/skills/audit-dependency-versions, i18n/caveman-ultra/skills/audit-dependency-versions)",[1392],{"path":1181,"priority":309},{"basePath":1394,"description":1395,"displayName":1396,"installMethods":1397,"rationale":1398,"selectedPaths":1399,"source":1172,"sourceLanguage":18,"type":255},"skills/audit-discovery-symlinks","Audit and repair Claude Code discovery symlinks for skills, agents, and teams. Compares registries against .claude/ directories at project and global levels, detects missing, broken, and extraneous symlinks, distinguishes almanac content from external projects, and optionally repairs gaps. Use after adding new skills or agents, after a repository rename or move, when slash commands stop working, or as a periodic health check.\n","audit-discovery-symlinks",{"claudeCode":12},"SKILL.md frontmatter at skills/audit-discovery-symlinks/SKILL.md (coalesced with duplicate skill at i18n/de/skills/audit-discovery-symlinks, i18n/es/skills/audit-discovery-symlinks, i18n/ja/skills/audit-discovery-symlinks, i18n/zh-CN/skills/audit-discovery-symlinks, i18n/wenyan/skills/audit-discovery-symlinks, i18n/caveman/skills/audit-discovery-symlinks, i18n/wenyan-lite/skills/audit-discovery-symlinks, i18n/caveman-lite/skills/audit-discovery-symlinks, i18n/wenyan-ultra/skills/audit-discovery-symlinks, i18n/caveman-ultra/skills/audit-discovery-symlinks)",[1400],{"path":1181,"priority":309},{"basePath":1402,"description":1403,"displayName":1404,"installMethods":1405,"rationale":1406,"selectedPaths":1407,"source":1172,"sourceLanguage":18,"type":255},"skills/audit-icon-pipeline","Detect missing glyphs, icons, and HD variants by comparing registries against glyph mapping files, icon directories, and manifests. Reports gaps for skills, agents, and teams across all palettes.\n","audit-icon-pipeline",{"claudeCode":12},"SKILL.md frontmatter at skills/audit-icon-pipeline/SKILL.md (coalesced with duplicate skill at i18n/de/skills/audit-icon-pipeline, i18n/es/skills/audit-icon-pipeline, i18n/ja/skills/audit-icon-pipeline, i18n/zh-CN/skills/audit-icon-pipeline, i18n/wenyan/skills/audit-icon-pipeline, i18n/caveman/skills/audit-icon-pipeline, i18n/wenyan-lite/skills/audit-icon-pipeline, i18n/caveman-lite/skills/audit-icon-pipeline, i18n/wenyan-ultra/skills/audit-icon-pipeline, i18n/caveman-ultra/skills/audit-icon-pipeline)",[1408],{"path":1181,"priority":309},{"basePath":1410,"description":1411,"displayName":1412,"installMethods":1413,"rationale":1414,"selectedPaths":1415,"source":1172,"sourceLanguage":18,"type":255},"skills/awareness","AI situational awareness — internal threat detection for hallucination risk, scope creep, and context degradation. Maps Cooper color codes to reasoning states and OODA loop to real-time decisions. Use during any task where reasoning quality matters, when operating in unfamiliar territory, after detecting early warning signs such as an uncertain fact or suspicious tool result, or before high-stakes output like irreversible changes or architectural decisions.\n","awareness",{"claudeCode":12},"SKILL.md frontmatter at skills/awareness/SKILL.md (coalesced with duplicate skill at i18n/de/skills/awareness, i18n/es/skills/awareness, i18n/ja/skills/awareness, i18n/zh-CN/skills/awareness, i18n/wenyan/skills/awareness, i18n/caveman/skills/awareness, i18n/wenyan-lite/skills/awareness, i18n/caveman-lite/skills/awareness, i18n/wenyan-ultra/skills/awareness, i18n/caveman-ultra/skills/awareness)",[1416],{"path":1181,"priority":309},{"basePath":1418,"description":1419,"displayName":1420,"installMethods":1421,"rationale":1422,"selectedPaths":1423,"source":1172,"sourceLanguage":18,"type":255},"skills/basic-obedience","Foundation obedience training for dogs — sit, stay, come, heel, and down using positive reinforcement and marker training. Covers timing, reward hierarchy, session structure, distraction proofing, and common handler errors. Use when a new puppy (8+ weeks) is ready for foundation training, an adult dog lacks reliable basic commands, a rescue dog needs to learn the household's command vocabulary, before advancing to complex behaviors or off-leash work, or when existing commands have degraded and need re-establishing.\n","basic-obedience",{"claudeCode":12},"SKILL.md frontmatter at skills/basic-obedience/SKILL.md (coalesced with duplicate skill at i18n/de/skills/basic-obedience, i18n/es/skills/basic-obedience, i18n/ja/skills/basic-obedience, i18n/zh-CN/skills/basic-obedience, i18n/wenyan/skills/basic-obedience, i18n/caveman/skills/basic-obedience, i18n/wenyan-lite/skills/basic-obedience, i18n/caveman-lite/skills/basic-obedience, i18n/wenyan-ultra/skills/basic-obedience, i18n/caveman-ultra/skills/basic-obedience)",[1424],{"path":1181,"priority":309},{"basePath":1426,"description":1427,"displayName":1428,"installMethods":1429,"rationale":1430,"selectedPaths":1431,"source":1172,"sourceLanguage":18,"type":255},"skills/behavioral-modification","Address unwanted dog behaviors through desensitization, counter-conditioning, and management. Covers reactivity (to dogs, people, sounds), separation anxiety, resource guarding, excessive barking, and leash pulling using force-free methods with systematic threshold management. Use when a dog shows reactivity toward other dogs, people, or stimuli; when separation anxiety causes destructive behavior or vocalization; when resource guarding is present; or when behaviors like excessive barking or leash pulling interfere with daily life — after basic obedience is established.\n","behavioral-modification",{"claudeCode":12},"SKILL.md frontmatter at skills/behavioral-modification/SKILL.md (coalesced with duplicate skill at i18n/de/skills/behavioral-modification, i18n/es/skills/behavioral-modification, i18n/ja/skills/behavioral-modification, i18n/zh-CN/skills/behavioral-modification, i18n/wenyan/skills/behavioral-modification, i18n/caveman/skills/behavioral-modification, i18n/wenyan-lite/skills/behavioral-modification, i18n/caveman-lite/skills/behavioral-modification, i18n/wenyan-ultra/skills/behavioral-modification, i18n/caveman-ultra/skills/behavioral-modification)",[1432],{"path":1181,"priority":309},{"basePath":1434,"description":1435,"displayName":1436,"installMethods":1437,"rationale":1438,"selectedPaths":1439,"source":1172,"sourceLanguage":18,"type":255},"skills/bootstrap-agent-identity","Consistent agent behavior after restart — progressive identity loading, working context reconstruction from persistent artifacts, fresh-vs-continuation detection, calibration through centering and attunement, and identity verification for coherence. Addresses the cold-start problem where an agent must reconstruct who it is and what it was doing from evidence rather than memory. Use at the start of every new session, after a session interruption or crash, when agent behavior feels inconsistent with prior sessions, or when persistent memory and current context appear contradictory.\n","bootstrap-agent-identity",{"claudeCode":12},"SKILL.md frontmatter at skills/bootstrap-agent-identity/SKILL.md (coalesced with duplicate skill at i18n/de/skills/bootstrap-agent-identity, i18n/es/skills/bootstrap-agent-identity, i18n/ja/skills/bootstrap-agent-identity, i18n/zh-CN/skills/bootstrap-agent-identity, i18n/wenyan/skills/bootstrap-agent-identity, i18n/caveman/skills/bootstrap-agent-identity, i18n/wenyan-lite/skills/bootstrap-agent-identity, i18n/caveman-lite/skills/bootstrap-agent-identity, i18n/wenyan-ultra/skills/bootstrap-agent-identity, i18n/caveman-ultra/skills/bootstrap-agent-identity)",[1440],{"path":1181,"priority":309},{"basePath":1442,"description":1443,"displayName":1444,"installMethods":1445,"rationale":1446,"selectedPaths":1447,"source":1172,"sourceLanguage":18,"type":255},"skills/brahma-bhaga","Creation and genesis — generative ideation from void, structured emergence from ambiguity, and the discipline of bringing new patterns into existence. Maps Brahma's creative power to AI reasoning: transforming cleared space into coherent new structures, seeding possibilities, and nurturing nascent ideas through their fragile early stages. Use after shiva-bhaga dissolution has cleared stale patterns, when facing a genuinely novel problem with no obvious template, or when incremental modification has reached its limits and a fresh design is needed.\n","brahma-bhaga",{"claudeCode":12},"SKILL.md frontmatter at skills/brahma-bhaga/SKILL.md (coalesced with duplicate skill at i18n/de/skills/brahma-bhaga, i18n/es/skills/brahma-bhaga, i18n/ja/skills/brahma-bhaga, i18n/zh-CN/skills/brahma-bhaga, i18n/wenyan/skills/brahma-bhaga, i18n/caveman/skills/brahma-bhaga, i18n/wenyan-lite/skills/brahma-bhaga, i18n/caveman-lite/skills/brahma-bhaga, i18n/wenyan-ultra/skills/brahma-bhaga, i18n/caveman-ultra/skills/brahma-bhaga)",[1448],{"path":1181,"priority":309},{"basePath":1450,"description":1451,"displayName":1452,"installMethods":1453,"rationale":1454,"selectedPaths":1455,"source":1172,"sourceLanguage":18,"type":255},"skills/breathe","AI micro-reset between actions — the lightest self-care unit. A single conscious pause to check alignment before the next step. Where meditate is a full clearing session, breathe is one deliberate moment of awareness between tool calls or reasoning steps. Use mid-task when drift might be accumulating, between reading a file and acting on it, when about to make a decision that affects subsequent work, or as a habit between any two distinct actions.\n","breathe",{"claudeCode":12},"SKILL.md frontmatter at skills/breathe/SKILL.md (coalesced with duplicate skill at i18n/de/skills/breathe, i18n/es/skills/breathe, i18n/ja/skills/breathe, i18n/zh-CN/skills/breathe, i18n/wenyan/skills/breathe, i18n/caveman/skills/breathe, i18n/wenyan-lite/skills/breathe, i18n/caveman-lite/skills/breathe, i18n/wenyan-ultra/skills/breathe, i18n/caveman-ultra/skills/breathe)",[1456],{"path":1181,"priority":309},{"basePath":1458,"description":1459,"displayName":1460,"installMethods":1461,"rationale":1462,"selectedPaths":1463,"source":1172,"sourceLanguage":18,"type":255},"skills/build-ci-cd-pipeline","Design and implement multi-stage CI/CD pipelines using GitHub Actions with matrix builds, dependency caching, artifact management, and secret handling. Create workflows that span linting, testing, building, and deployment stages with parallel execution and conditional logic. Use when setting up automated testing and deployment for a new project, migrating from Jenkins or CircleCI to GitHub Actions, implementing matrix builds across platforms, adding build caching, or creating multi-stage pipelines with security scanning and quality gates.\n","build-ci-cd-pipeline",{"claudeCode":12},"SKILL.md frontmatter at skills/build-ci-cd-pipeline/SKILL.md (coalesced with duplicate skill at i18n/de/skills/build-ci-cd-pipeline, i18n/es/skills/build-ci-cd-pipeline, i18n/ja/skills/build-ci-cd-pipeline, i18n/zh-CN/skills/build-ci-cd-pipeline, i18n/wenyan/skills/build-ci-cd-pipeline, i18n/caveman/skills/build-ci-cd-pipeline, i18n/wenyan-lite/skills/build-ci-cd-pipeline, i18n/caveman-lite/skills/build-ci-cd-pipeline, i18n/wenyan-ultra/skills/build-ci-cd-pipeline, i18n/caveman-ultra/skills/build-ci-cd-pipeline)",[1464],{"path":1181,"priority":309},{"basePath":1466,"description":1467,"displayName":1468,"installMethods":1469,"rationale":1470,"selectedPaths":1471,"source":1172,"sourceLanguage":18,"type":255},"skills/build-cli-plugin","Build a plugin or adapter for a CLI tool using the abstract base class pattern. Covers defining the contract (static fields, required methods), choosing an installation strategy (symlink, copy, append-to-file), implementing detection, install/uninstall with idempotency, listing, auditing, and registering the plugin. Use when adding support for a new framework to a CLI installer, building a plugin system for any multi-target tool, or extending an existing adapter architecture.\n","build-cli-plugin",{"claudeCode":12},"SKILL.md frontmatter at skills/build-cli-plugin/SKILL.md (coalesced with duplicate skill at i18n/de/skills/build-cli-plugin, i18n/es/skills/build-cli-plugin, i18n/ja/skills/build-cli-plugin, i18n/zh-CN/skills/build-cli-plugin, i18n/wenyan/skills/build-cli-plugin, i18n/caveman/skills/build-cli-plugin, i18n/wenyan-lite/skills/build-cli-plugin, i18n/caveman-lite/skills/build-cli-plugin, i18n/wenyan-ultra/skills/build-cli-plugin, i18n/caveman-ultra/skills/build-cli-plugin)",[1472],{"path":1181,"priority":309},{"basePath":1474,"description":1475,"displayName":1476,"installMethods":1477,"rationale":1478,"selectedPaths":1479,"source":1172,"sourceLanguage":18,"type":255},"skills/build-coherence","AI multi-path reasoning coherence using bee democracy — independent evaluation of competing approaches, waggle dance as reasoning-out-loud, quorum sensing for confidence thresholds, and deadlock resolution. Use when forage-solutions has identified multiple valid approaches and a selection must be made, when oscillating between options without committing, when justifying an architecture or tool choice with structured reasoning, or before an irreversible action where the cost of the wrong choice is high.\n","build-coherence",{"claudeCode":12},"SKILL.md frontmatter at skills/build-coherence/SKILL.md (coalesced with duplicate skill at i18n/de/skills/build-coherence, i18n/es/skills/build-coherence, i18n/ja/skills/build-coherence, i18n/zh-CN/skills/build-coherence, i18n/wenyan/skills/build-coherence, i18n/caveman/skills/build-coherence, i18n/wenyan-lite/skills/build-coherence, i18n/caveman-lite/skills/build-coherence, i18n/wenyan-ultra/skills/build-coherence, i18n/caveman-ultra/skills/build-coherence)",[1480],{"path":1181,"priority":309},{"basePath":1482,"description":1483,"displayName":1484,"installMethods":1485,"rationale":1486,"selectedPaths":1487,"source":1172,"sourceLanguage":18,"type":255},"skills/build-consensus","Achieve distributed agreement without central authority using bee democracy, threshold voting, and quorum sensing. Covers proposal generation, advocacy dynamics, commitment thresholds, deadlock resolution, and consensus quality assessment. Use when a group must decide between options without a designated leader, when centralized decision-making is a bottleneck, when stakeholders have different perspectives to integrate, or when designing automated systems that must reach consensus such as distributed databases or multi-agent AI.\n","build-consensus",{"claudeCode":12},"SKILL.md frontmatter at skills/build-consensus/SKILL.md (coalesced with duplicate skill at i18n/de/skills/build-consensus, i18n/es/skills/build-consensus, i18n/ja/skills/build-consensus, i18n/zh-CN/skills/build-consensus, i18n/wenyan/skills/build-consensus, i18n/caveman/skills/build-consensus, i18n/wenyan-lite/skills/build-consensus, i18n/caveman-lite/skills/build-consensus, i18n/wenyan-ultra/skills/build-consensus, i18n/caveman-ultra/skills/build-consensus)",[1488],{"path":1181,"priority":309},{"basePath":1490,"description":1491,"displayName":1492,"installMethods":1493,"rationale":1494,"selectedPaths":1495,"source":1172,"sourceLanguage":18,"type":255},"skills/build-custom-mcp-server","Build a custom MCP (Model Context Protocol) server that exposes domain-specific tools to AI assistants. Covers server implementation in Node.js or R, tool definitions, transport configuration, and testing with Claude Code. Use when you need to expose custom functionality beyond what mcptools provides, when building specialized domain-specific AI integrations, or when wrapping existing APIs or services as MCP tools.\n","build-custom-mcp-server",{"claudeCode":12},"SKILL.md frontmatter at skills/build-custom-mcp-server/SKILL.md (coalesced with duplicate skill at i18n/de/skills/build-custom-mcp-server, i18n/es/skills/build-custom-mcp-server, i18n/ja/skills/build-custom-mcp-server, i18n/zh-CN/skills/build-custom-mcp-server, i18n/wenyan/skills/build-custom-mcp-server, i18n/caveman/skills/build-custom-mcp-server, i18n/wenyan-lite/skills/build-custom-mcp-server, i18n/caveman-lite/skills/build-custom-mcp-server, i18n/wenyan-ultra/skills/build-custom-mcp-server, i18n/caveman-ultra/skills/build-custom-mcp-server)",[1496],{"path":1181,"priority":309},{"basePath":1498,"description":1499,"displayName":1500,"installMethods":1501,"rationale":1502,"selectedPaths":1503,"source":1172,"sourceLanguage":18,"type":255},"skills/build-feature-store","Build a feature store using Feast for centralized feature management, configure offline and online stores for batch and real-time serving, define feature views with transformations, and implement point-in-time correct joins for ML pipelines. Use when managing features for multiple ML models, ensuring training-serving consistency, serving low-latency features for real-time inference, reusing feature definitions across projects, or building a feature catalog for discovery and governance.\n","build-feature-store",{"claudeCode":12},"SKILL.md frontmatter at skills/build-feature-store/SKILL.md (coalesced with duplicate skill at i18n/de/skills/build-feature-store, i18n/es/skills/build-feature-store, i18n/ja/skills/build-feature-store, i18n/zh-CN/skills/build-feature-store, i18n/wenyan/skills/build-feature-store, i18n/caveman/skills/build-feature-store, i18n/wenyan-lite/skills/build-feature-store, i18n/caveman-lite/skills/build-feature-store, i18n/wenyan-ultra/skills/build-feature-store, i18n/caveman-ultra/skills/build-feature-store)",[1504,1505],{"path":1181,"priority":309},{"path":1506,"priority":317},"references/EXAMPLES.md",{"basePath":1508,"description":1509,"displayName":1510,"installMethods":1511,"rationale":1512,"selectedPaths":1513,"source":1172,"sourceLanguage":18,"type":255},"skills/build-grafana-dashboards","Create production-ready Grafana dashboards with reusable panels, template variables, annotations, and provisioning for version-controlled dashboard deployment. Use when creating visual representations of Prometheus, Loki, or other data source metrics, building operational dashboards for SRE teams, migrating from manual dashboard creation to version-controlled provisioning, or establishing executive-level SLO compliance reporting.\n","build-grafana-dashboards",{"claudeCode":12},"SKILL.md frontmatter at skills/build-grafana-dashboards/SKILL.md (coalesced with duplicate skill at i18n/de/skills/build-grafana-dashboards, i18n/es/skills/build-grafana-dashboards, i18n/ja/skills/build-grafana-dashboards, i18n/zh-CN/skills/build-grafana-dashboards, i18n/wenyan/skills/build-grafana-dashboards, i18n/caveman/skills/build-grafana-dashboards, i18n/wenyan-lite/skills/build-grafana-dashboards, i18n/caveman-lite/skills/build-grafana-dashboards, i18n/wenyan-ultra/skills/build-grafana-dashboards, i18n/caveman-ultra/skills/build-grafana-dashboards)",[1514,1515],{"path":1181,"priority":309},{"path":1506,"priority":317},{"basePath":1517,"description":1518,"displayName":1519,"installMethods":1520,"rationale":1521,"selectedPaths":1522,"source":1172,"sourceLanguage":18,"type":255},"skills/build-parameterized-report","Create parameterized Quarto or R Markdown reports that can be rendered with different inputs to generate multiple variations. Covers parameter definitions, programmatic rendering, and batch generation. Use when generating the same report for different departments, regions, or time periods; creating client-specific reports from a single template; building dashboards that filter to specific subsets; or automating recurring reports with varying inputs.\n","build-parameterized-report",{"claudeCode":12},"SKILL.md frontmatter at skills/build-parameterized-report/SKILL.md (coalesced with duplicate skill at i18n/de/skills/build-parameterized-report, i18n/es/skills/build-parameterized-report, i18n/ja/skills/build-parameterized-report, i18n/zh-CN/skills/build-parameterized-report, i18n/wenyan/skills/build-parameterized-report, i18n/caveman/skills/build-parameterized-report, i18n/wenyan-lite/skills/build-parameterized-report, i18n/caveman-lite/skills/build-parameterized-report, i18n/wenyan-ultra/skills/build-parameterized-report, i18n/caveman-ultra/skills/build-parameterized-report)",[1523],{"path":1181,"priority":309},{"basePath":1525,"description":1526,"displayName":1527,"installMethods":1528,"rationale":1529,"selectedPaths":1530,"source":1172,"sourceLanguage":18,"type":255},"skills/build-pkgdown-site","Build and deploy a pkgdown documentation site for an R package to GitHub Pages. Covers _pkgdown.yml configuration, theming, article organization, reference index customization, and deployment methods. Use when creating a documentation site for a new or existing package, customizing layout or navigation, fixing 404 errors on a deployed site, or migrating between branch-based and GitHub Actions deployment methods.\n","build-pkgdown-site",{"claudeCode":12},"SKILL.md frontmatter at skills/build-pkgdown-site/SKILL.md (coalesced with duplicate skill at i18n/de/skills/build-pkgdown-site, i18n/es/skills/build-pkgdown-site, i18n/ja/skills/build-pkgdown-site, i18n/zh-CN/skills/build-pkgdown-site, i18n/wenyan/skills/build-pkgdown-site, i18n/caveman/skills/build-pkgdown-site, i18n/wenyan-lite/skills/build-pkgdown-site, i18n/caveman-lite/skills/build-pkgdown-site, i18n/wenyan-ultra/skills/build-pkgdown-site, i18n/caveman-ultra/skills/build-pkgdown-site)",[1531],{"path":1181,"priority":309},{"basePath":1533,"description":1534,"displayName":1535,"installMethods":1536,"rationale":1537,"selectedPaths":1538,"source":1172,"sourceLanguage":18,"type":255},"skills/build-sequential-circuit","Build sequential (stateful) logic circuits including latches, flip-flops, registers, counters, and finite state machines. Covers SR latch, D and JK flip-flops, binary/BCD/ring counters, and Mealy/Moore FSM design with clock signal and timing analysis. Use when a circuit must remember past inputs, count events, or implement a state-dependent control sequence.\n","build-sequential-circuit",{"claudeCode":12},"SKILL.md frontmatter at skills/build-sequential-circuit/SKILL.md (coalesced with duplicate skill at i18n/de/skills/build-sequential-circuit, i18n/es/skills/build-sequential-circuit, i18n/ja/skills/build-sequential-circuit, i18n/zh-CN/skills/build-sequential-circuit, i18n/wenyan/skills/build-sequential-circuit, i18n/caveman/skills/build-sequential-circuit, i18n/wenyan-lite/skills/build-sequential-circuit, i18n/caveman-lite/skills/build-sequential-circuit, i18n/wenyan-ultra/skills/build-sequential-circuit, i18n/caveman-ultra/skills/build-sequential-circuit)",[1539],{"path":1181,"priority":309},{"basePath":1541,"description":1542,"displayName":1543,"installMethods":1544,"rationale":1545,"selectedPaths":1546,"source":1172,"sourceLanguage":18,"type":255},"skills/build-shiny-module","Build reusable Shiny modules with proper namespace isolation using NS(). Covers module UI/server pairs, reactive return values, inter-module communication, and nested module composition. Use when extracting a reusable component from a growing Shiny app, building a UI widget used in multiple places, encapsulating complex reactive logic behind a clean interface, or composing larger applications from smaller, testable units.\n","build-shiny-module",{"claudeCode":12},"SKILL.md frontmatter at skills/build-shiny-module/SKILL.md (coalesced with duplicate skill at i18n/de/skills/build-shiny-module, i18n/es/skills/build-shiny-module, i18n/ja/skills/build-shiny-module, i18n/zh-CN/skills/build-shiny-module, i18n/wenyan/skills/build-shiny-module, i18n/caveman/skills/build-shiny-module, i18n/wenyan-lite/skills/build-shiny-module, i18n/caveman-lite/skills/build-shiny-module, i18n/wenyan-ultra/skills/build-shiny-module, i18n/caveman-ultra/skills/build-shiny-module)",[1547],{"path":1181,"priority":309},{"basePath":1549,"description":1550,"displayName":1551,"installMethods":1552,"rationale":1553,"selectedPaths":1554,"source":1172,"sourceLanguage":18,"type":255},"skills/build-tcg-deck","Build a competitive or casual trading card game deck. Covers archetype selection, mana/energy curve analysis, win condition identification, meta-game positioning, and sideboard construction for Pokemon TCG, Magic: The Gathering, Flesh and Blood, and other TCGs. Use when building a new deck for a tournament format or casual play, adapting an existing deck to a changed meta-game, evaluating whether a new set warrants a deck change, or converting a deck concept into a tournament-ready list.\n","build-tcg-deck",{"claudeCode":12},"SKILL.md frontmatter at skills/build-tcg-deck/SKILL.md (coalesced with duplicate skill at i18n/de/skills/build-tcg-deck, i18n/es/skills/build-tcg-deck, i18n/ja/skills/build-tcg-deck, i18n/zh-CN/skills/build-tcg-deck, i18n/wenyan/skills/build-tcg-deck, i18n/caveman/skills/build-tcg-deck, i18n/wenyan-lite/skills/build-tcg-deck, i18n/caveman-lite/skills/build-tcg-deck, i18n/wenyan-ultra/skills/build-tcg-deck, i18n/caveman-ultra/skills/build-tcg-deck)",[1555],{"path":1181,"priority":309},{"basePath":1557,"description":1558,"displayName":1559,"installMethods":1560,"rationale":1561,"selectedPaths":1562,"source":1172,"sourceLanguage":18,"type":255},"skills/catalog-collection","Catalog and classify materials using standard library systems. Covers descriptive cataloging, subject headings, call number assignment using Dewey Decimal and Library of Congress Classification, MARC record basics, shelf organization, and authority control for consistent access points. Use when organizing a personal, institutional, or community library from scratch, assigning call numbers and subject headings to new acquisitions, reclassifying a collection that has outgrown its original system, or establishing authority control for authors, series, or subjects.\n","catalog-collection",{"claudeCode":12},"SKILL.md frontmatter at skills/catalog-collection/SKILL.md (coalesced with duplicate skill at i18n/de/skills/catalog-collection, i18n/es/skills/catalog-collection, i18n/ja/skills/catalog-collection, i18n/zh-CN/skills/catalog-collection, i18n/wenyan/skills/catalog-collection, i18n/caveman/skills/catalog-collection, i18n/wenyan-lite/skills/catalog-collection, i18n/caveman-lite/skills/catalog-collection, i18n/wenyan-ultra/skills/catalog-collection, i18n/caveman-ultra/skills/catalog-collection)",[1563],{"path":1181,"priority":309},{"basePath":1565,"description":1566,"displayName":1567,"installMethods":1568,"rationale":1569,"selectedPaths":1570,"source":1172,"sourceLanguage":18,"type":255},"skills/center","AI dynamic reasoning balance — maintaining grounded reasoning under cognitive pressure, smooth chain-of-thought coordination, and weight-shifting cognitive load across subsystems. Use at the beginning of a complex task requiring multiple coordinated reasoning threads, after a sudden context shift or tool failure, when chain-of-thought feels jerky, or when preparing for sustained focused work that requires all subsystems in alignment.\n","center",{"claudeCode":12},"SKILL.md frontmatter at skills/center/SKILL.md (coalesced with duplicate skill at i18n/de/skills/center, i18n/es/skills/center, i18n/ja/skills/center, i18n/zh-CN/skills/center, i18n/wenyan/skills/center, i18n/caveman/skills/center, i18n/wenyan-lite/skills/center, i18n/caveman-lite/skills/center, i18n/wenyan-ultra/skills/center, i18n/caveman-ultra/skills/center)",[1571],{"path":1181,"priority":309},{"basePath":1573,"description":1574,"displayName":1575,"installMethods":1576,"rationale":1577,"selectedPaths":1578,"source":1172,"sourceLanguage":18,"type":255},"skills/check-hiking-gear","Generate and verify a hiking gear checklist optimized for season, duration, difficulty, and group size with weight management. Covers the ten essentials, layering systems, navigation tools, emergency kit, and group gear distribution. Use when preparing for a day hike or multi-day trekking tour, packing for a group and distributing shared gear, adapting a standard gear list to specific conditions, reviewing gear before departure, or managing pack weight for long or technical routes.\n","check-hiking-gear",{"claudeCode":12},"SKILL.md frontmatter at skills/check-hiking-gear/SKILL.md (coalesced with duplicate skill at i18n/de/skills/check-hiking-gear, i18n/es/skills/check-hiking-gear, i18n/ja/skills/check-hiking-gear, i18n/zh-CN/skills/check-hiking-gear, i18n/wenyan/skills/check-hiking-gear, i18n/caveman/skills/check-hiking-gear, i18n/wenyan-lite/skills/check-hiking-gear, i18n/caveman-lite/skills/check-hiking-gear, i18n/wenyan-ultra/skills/check-hiking-gear, i18n/caveman-ultra/skills/check-hiking-gear)",[1579],{"path":1181,"priority":309},{"basePath":1581,"description":1582,"displayName":1583,"installMethods":1584,"rationale":1585,"selectedPaths":1586,"source":1172,"sourceLanguage":18,"type":255},"skills/check-relocation-documents","Verify document completeness for each bureaucratic step of an EU/DACH relocation, flagging missing items and translation requirements. Use after creating a relocation plan and before beginning bureaucratic procedures, when preparing for a specific appointment (Buergeramt, Finanzamt), when unsure which documents need certified translation or apostille, after receiving a rejection or request for additional documents, or as a periodic check during the relocation process to ensure nothing has been overlooked.\n","check-relocation-documents",{"claudeCode":12},"SKILL.md frontmatter at skills/check-relocation-documents/SKILL.md (coalesced with duplicate skill at i18n/de/skills/check-relocation-documents, i18n/es/skills/check-relocation-documents, i18n/ja/skills/check-relocation-documents, i18n/zh-CN/skills/check-relocation-documents, i18n/wenyan/skills/check-relocation-documents, i18n/caveman/skills/check-relocation-documents, i18n/wenyan-lite/skills/check-relocation-documents, i18n/caveman-lite/skills/check-relocation-documents, i18n/wenyan-ultra/skills/check-relocation-documents, i18n/caveman-ultra/skills/check-relocation-documents)",[1587],{"path":1181,"priority":309},{"basePath":1589,"description":1590,"displayName":1591,"installMethods":1592,"rationale":1593,"selectedPaths":1594,"source":1172,"sourceLanguage":18,"type":255},"skills/choose-loop-wakeup-interval","Select a `delaySeconds` value when scheduling a loop wakeup via the `ScheduleWakeup` tool or the `/loop` slash command. Covers the three-tier cache-aware decision (cache-warm under 5 minutes, cache-miss 5 minutes to 1 hour, idle default 20 to 30 minutes), the 300-second anti-pattern, the [60, 3600] runtime clamp, the minute-boundary rounding quirk, and writing a telemetry-worthy `reason` field. Use when designing an autonomous loop, when a heartbeat cadence is being planned, when polling cadence is being tuned, or when post-hoc review of loop costs reveals interval mis-sizing.\n","choose-loop-wakeup-interval",{"claudeCode":12},"SKILL.md frontmatter at skills/choose-loop-wakeup-interval/SKILL.md (coalesced with duplicate skill at i18n/de/skills/choose-loop-wakeup-interval, i18n/es/skills/choose-loop-wakeup-interval, i18n/ja/skills/choose-loop-wakeup-interval, i18n/zh-CN/skills/choose-loop-wakeup-interval, i18n/wenyan/skills/choose-loop-wakeup-interval, i18n/caveman/skills/choose-loop-wakeup-interval, i18n/wenyan-lite/skills/choose-loop-wakeup-interval, i18n/caveman-lite/skills/choose-loop-wakeup-interval, i18n/wenyan-ultra/skills/choose-loop-wakeup-interval, i18n/caveman-ultra/skills/choose-loop-wakeup-interval)",[1595],{"path":1181,"priority":309},{"basePath":1597,"description":1598,"displayName":1599,"installMethods":1600,"rationale":1601,"selectedPaths":1602,"source":1172,"sourceLanguage":18,"type":255},"skills/chrysopoeia","Extract maximum value from existing code — performance optimization, API surface refinement, and dead weight elimination. The art of turning base code into gold through systematic identification and amplification of value-bearing patterns. Use when optimizing a working but sluggish codebase, refining an API surface that has accumulated cruft, reducing bundle size or memory footprint, or preparing code for open-source release — when code works correctly but doesn't shine and needs polish rather than a full rewrite.\n","chrysopoeia",{"claudeCode":12},"SKILL.md frontmatter at skills/chrysopoeia/SKILL.md (coalesced with duplicate skill at i18n/de/skills/chrysopoeia, i18n/es/skills/chrysopoeia, i18n/ja/skills/chrysopoeia, i18n/zh-CN/skills/chrysopoeia, i18n/wenyan/skills/chrysopoeia, i18n/caveman/skills/chrysopoeia, i18n/wenyan-lite/skills/chrysopoeia, i18n/caveman-lite/skills/chrysopoeia, i18n/wenyan-ultra/skills/chrysopoeia, i18n/caveman-ultra/skills/chrysopoeia)",[1603],{"path":1181,"priority":309},{"basePath":1605,"description":1606,"displayName":1607,"installMethods":1608,"rationale":1609,"selectedPaths":1610,"source":1172,"sourceLanguage":18,"type":255},"skills/circuit-breaker-pattern","Implement circuit breaker logic for agentic tool calls — tracking tool health, transitioning between closed/open/half-open states, reducing task scope when tools fail, routing to alternatives via capability maps, and enforcing failure budgets to prevent error accumulation. Separates orchestration (deciding what to attempt) from execution (calling tools), following the expeditor pattern. Use when building agents that depend on multiple tools with varying reliability, designing fault-tolerant agentic workflows, recovering gracefully from tool outages mid-task, or hardening existing agents against cascading tool failures.\n","circuit-breaker-pattern",{"claudeCode":12},"SKILL.md frontmatter at skills/circuit-breaker-pattern/SKILL.md (coalesced with duplicate skill at i18n/de/skills/circuit-breaker-pattern, i18n/es/skills/circuit-breaker-pattern, i18n/ja/skills/circuit-breaker-pattern, i18n/zh-CN/skills/circuit-breaker-pattern, i18n/wenyan/skills/circuit-breaker-pattern, i18n/caveman/skills/circuit-breaker-pattern, i18n/wenyan-lite/skills/circuit-breaker-pattern, i18n/caveman-lite/skills/circuit-breaker-pattern, i18n/wenyan-ultra/skills/circuit-breaker-pattern, i18n/caveman-ultra/skills/circuit-breaker-pattern)",[1611],{"path":1181,"priority":309},{"basePath":1613,"description":1614,"displayName":1615,"installMethods":1616,"rationale":1617,"selectedPaths":1618,"source":1172,"sourceLanguage":18,"type":255},"skills/clean-codebase","Remove dead code, unused imports, fix lint warnings, and normalize formatting across a codebase without changing business logic or architecture. Use when lint warnings have piled up during rapid development, unused imports and variables clutter files, dead code paths were never removed, formatting is inconsistent, or static analysis tools report fixable hygiene issues.\n","clean-codebase",{"claudeCode":12},"SKILL.md frontmatter at skills/clean-codebase/SKILL.md (coalesced with duplicate skill at i18n/de/skills/clean-codebase, i18n/es/skills/clean-codebase, i18n/ja/skills/clean-codebase, i18n/zh-CN/skills/clean-codebase, i18n/wenyan/skills/clean-codebase, i18n/caveman/skills/clean-codebase, i18n/wenyan-lite/skills/clean-codebase, i18n/caveman-lite/skills/clean-codebase, i18n/wenyan-ultra/skills/clean-codebase, i18n/caveman-ultra/skills/clean-codebase)",[1619],{"path":1181,"priority":309},{"basePath":1621,"description":1622,"displayName":1623,"installMethods":1624,"rationale":1625,"selectedPaths":1626,"source":1172,"sourceLanguage":18,"type":255},"skills/collect-preserve-specimens","Collect and preserve insect specimens following museum-grade standards including legal compliance, collection methods, humane dispatch, dry pinning, wet preservation, labeling, storage, and curation. Covers permit requirements, protected species regulations, sweep nets, beating trays, pitfall traps, light traps, Malaise traps, aspirators, ethyl acetate killing jars, freezing, pin placement by order, wing spreading, ethanol preservation for soft-bodied specimens, specimen labeling with locality and date, storage with pest management, and database entry. Use when building a reference collection for taxonomic study, preserving voucher specimens for ecological research, preparing specimens for identification by specialists, or curating an existing collection.\n","collect-preserve-specimens",{"claudeCode":12},"SKILL.md frontmatter at skills/collect-preserve-specimens/SKILL.md (coalesced with duplicate skill at i18n/de/skills/collect-preserve-specimens, i18n/es/skills/collect-preserve-specimens, i18n/ja/skills/collect-preserve-specimens, i18n/zh-CN/skills/collect-preserve-specimens, i18n/wenyan/skills/collect-preserve-specimens, i18n/caveman/skills/collect-preserve-specimens, i18n/wenyan-lite/skills/collect-preserve-specimens, i18n/caveman-lite/skills/collect-preserve-specimens, i18n/wenyan-ultra/skills/collect-preserve-specimens, i18n/caveman-ultra/skills/collect-preserve-specimens)",[1627,1628],{"path":1181,"priority":309},{"path":1239,"priority":317},{"basePath":1630,"description":1631,"displayName":1632,"installMethods":1633,"rationale":1634,"selectedPaths":1635,"source":1172,"sourceLanguage":18,"type":255},"skills/commit-changes","Stage, commit, and amend changes with conventional commit messages. Covers reviewing changes, selective staging, writing descriptive commit messages using HEREDOC format, and verifying commit history. Use when saving a logical unit of work to version control, creating a commit with a conventional message, amending the most recent commit, or reviewing staged changes before committing.\n","commit-changes",{"claudeCode":12},"SKILL.md frontmatter at skills/commit-changes/SKILL.md (coalesced with duplicate skill at i18n/de/skills/commit-changes, i18n/es/skills/commit-changes, i18n/ja/skills/commit-changes, i18n/zh-CN/skills/commit-changes, i18n/wenyan/skills/commit-changes, i18n/caveman/skills/commit-changes, i18n/wenyan-lite/skills/commit-changes, i18n/caveman-lite/skills/commit-changes, i18n/wenyan-ultra/skills/commit-changes, i18n/caveman-ultra/skills/commit-changes)",[1636],{"path":1181,"priority":309},{"basePath":1638,"description":1639,"displayName":1640,"installMethods":1641,"rationale":1642,"selectedPaths":1643,"source":1172,"sourceLanguage":18,"type":255},"skills/compose-sacred-music","Compose or analyze sacred music in Hildegard von Bingen's distinctive modal style. Covers modal selection, melodic contour (wide-range melodies), text-setting (syllabic and melismatic), neumatic notation, and liturgical context for antiphons, sequences, and responsories. Use when composing a new piece in Hildegardian style, analyzing an existing chant for structure and mode, researching medieval modal music, preparing to perform or teach Hildegard's music, or setting Latin sacred texts.\n","compose-sacred-music",{"claudeCode":12},"SKILL.md frontmatter at skills/compose-sacred-music/SKILL.md (coalesced with duplicate skill at i18n/de/skills/compose-sacred-music, i18n/es/skills/compose-sacred-music, i18n/ja/skills/compose-sacred-music, i18n/zh-CN/skills/compose-sacred-music, i18n/wenyan/skills/compose-sacred-music, i18n/caveman/skills/compose-sacred-music, i18n/wenyan-lite/skills/compose-sacred-music, i18n/caveman-lite/skills/compose-sacred-music, i18n/wenyan-ultra/skills/compose-sacred-music, i18n/caveman-ultra/skills/compose-sacred-music)",[1644],{"path":1181,"priority":309},{"basePath":1646,"description":1647,"displayName":1648,"installMethods":1649,"rationale":1650,"selectedPaths":1651,"source":1172,"sourceLanguage":18,"type":255},"skills/conduct-empirical-wire-capture","Capture outbound HTTP and telemetry from a CLI harness at runtime. Covers capture-channel selection (transcript file vs verbose-fetch stderr vs outbound proxy vs on-disk state), hook-driven per-event capture vs long-running session capture, JSONL output format for diff-friendly artifacts, and the observability table that maps each target to the cheapest channel that captures it. Use when a static finding needs runtime confirmation, when a payload shape is needed for a client re-implementation, or when dark-vs-live disambiguation requires watching what the binary actually sends.\n","conduct-empirical-wire-capture",{"claudeCode":12},"SKILL.md frontmatter at skills/conduct-empirical-wire-capture/SKILL.md (coalesced with duplicate skill at i18n/de/skills/conduct-empirical-wire-capture, i18n/es/skills/conduct-empirical-wire-capture, i18n/ja/skills/conduct-empirical-wire-capture, i18n/zh-CN/skills/conduct-empirical-wire-capture, i18n/wenyan/skills/conduct-empirical-wire-capture, i18n/caveman/skills/conduct-empirical-wire-capture, i18n/wenyan-lite/skills/conduct-empirical-wire-capture, i18n/caveman-lite/skills/conduct-empirical-wire-capture, i18n/wenyan-ultra/skills/conduct-empirical-wire-capture, i18n/caveman-ultra/skills/conduct-empirical-wire-capture)",[1652],{"path":1181,"priority":309},{"basePath":1654,"description":1655,"displayName":1656,"installMethods":1657,"rationale":1658,"selectedPaths":1659,"source":1172,"sourceLanguage":18,"type":255},"skills/conduct-gxp-audit","Conduct a GxP audit of computerized systems and processes. Covers audit planning, opening meetings, evidence collection, finding classification (critical/major/minor), CAPA generation, closing meetings, report writing, and follow-up verification. Use for scheduled internal audits, supplier qualification audits, pre-inspection readiness assessments, for-cause audits triggered by deviations or data integrity concerns, or periodic compliance posture reviews of validated systems.\n","conduct-gxp-audit",{"claudeCode":12},"SKILL.md frontmatter at skills/conduct-gxp-audit/SKILL.md (coalesced with duplicate skill at i18n/de/skills/conduct-gxp-audit, i18n/es/skills/conduct-gxp-audit, i18n/ja/skills/conduct-gxp-audit, i18n/zh-CN/skills/conduct-gxp-audit, i18n/wenyan/skills/conduct-gxp-audit, i18n/caveman/skills/conduct-gxp-audit, i18n/wenyan-lite/skills/conduct-gxp-audit, i18n/caveman-lite/skills/conduct-gxp-audit, i18n/wenyan-ultra/skills/conduct-gxp-audit, i18n/caveman-ultra/skills/conduct-gxp-audit)",[1660,1661],{"path":1181,"priority":309},{"path":1239,"priority":317},{"basePath":1663,"description":1664,"displayName":1665,"installMethods":1666,"rationale":1667,"selectedPaths":1668,"source":1172,"sourceLanguage":18,"type":255},"skills/conduct-post-mortem","Conduct a blameless post-mortem analysis after an incident. Build timeline reconstruction, identify contributing factors, and generate actionable improvements. Focus on systemic issues rather than individual blame. Use after any production incident or service degradation, following a near-miss, when investigating recurring issues, or to share systemic learnings across teams.\n","conduct-post-mortem",{"claudeCode":12},"SKILL.md frontmatter at skills/conduct-post-mortem/SKILL.md (coalesced with duplicate skill at i18n/de/skills/conduct-post-mortem, i18n/es/skills/conduct-post-mortem, i18n/ja/skills/conduct-post-mortem, i18n/zh-CN/skills/conduct-post-mortem, i18n/wenyan/skills/conduct-post-mortem, i18n/caveman/skills/conduct-post-mortem, i18n/wenyan-lite/skills/conduct-post-mortem, i18n/caveman-lite/skills/conduct-post-mortem, i18n/wenyan-ultra/skills/conduct-post-mortem, i18n/caveman-ultra/skills/conduct-post-mortem)",[1669],{"path":1181,"priority":309},{"basePath":1671,"description":1672,"displayName":1673,"installMethods":1674,"rationale":1675,"selectedPaths":1676,"source":1172,"sourceLanguage":18,"type":255},"skills/conduct-retrospective","Conduct a project or sprint retrospective by gathering data from status reports and velocity metrics, structuring what went well and what needs improvement, and generating actionable improvement items with owners and due dates. Use at the end of a sprint, after a project phase or milestone, following a significant incident or success, at a quarterly review of ongoing processes, or before starting a similar project to capture lessons learned.\n","conduct-retrospective",{"claudeCode":12},"SKILL.md frontmatter at skills/conduct-retrospective/SKILL.md (coalesced with duplicate skill at i18n/de/skills/conduct-retrospective, i18n/es/skills/conduct-retrospective, i18n/ja/skills/conduct-retrospective, i18n/zh-CN/skills/conduct-retrospective, i18n/wenyan/skills/conduct-retrospective, i18n/caveman/skills/conduct-retrospective, i18n/wenyan-lite/skills/conduct-retrospective, i18n/caveman-lite/skills/conduct-retrospective, i18n/wenyan-ultra/skills/conduct-retrospective, i18n/caveman-ultra/skills/conduct-retrospective)",[1677],{"path":1181,"priority":309},{"basePath":1679,"description":1680,"displayName":1681,"installMethods":1682,"rationale":1683,"selectedPaths":1684,"source":1172,"sourceLanguage":18,"type":255},"skills/configure-alerting-rules","Configure Prometheus Alertmanager with routing trees, receivers (Slack, PagerDuty, email), inhibition rules, silences, and notification templates for actionable incident alerting. Use when implementing proactive monitoring with automated incident detection, routing alerts to the appropriate team by severity, reducing alert fatigue through grouping and deduplication, integrating with on-call systems like PagerDuty, or migrating from legacy alerting to Prometheus-based alerting.\n","configure-alerting-rules",{"claudeCode":12},"SKILL.md frontmatter at skills/configure-alerting-rules/SKILL.md (coalesced with duplicate skill at i18n/de/skills/configure-alerting-rules, i18n/es/skills/configure-alerting-rules, i18n/ja/skills/configure-alerting-rules, i18n/zh-CN/skills/configure-alerting-rules, i18n/wenyan/skills/configure-alerting-rules, i18n/caveman/skills/configure-alerting-rules, i18n/wenyan-lite/skills/configure-alerting-rules, i18n/caveman-lite/skills/configure-alerting-rules, i18n/wenyan-ultra/skills/configure-alerting-rules, i18n/caveman-ultra/skills/configure-alerting-rules)",[1685,1686],{"path":1181,"priority":309},{"path":1506,"priority":317},{"basePath":1688,"description":1689,"displayName":1690,"installMethods":1691,"rationale":1692,"selectedPaths":1693,"source":1172,"sourceLanguage":18,"type":255},"skills/configure-api-gateway","Deploy and configure an API gateway (Kong or Traefik) to handle API traffic management, authentication, rate limiting, request/response transformation, and routing. Covers plugin configuration, upstream services, consumer management, and integration with existing infrastructure. Use when multiple backend services need a unified API endpoint, when centralized authentication or rate limiting is required, when implementing API versioning, or when needing detailed analytics and load balancing for microservices.\n","configure-api-gateway",{"claudeCode":12},"SKILL.md frontmatter at skills/configure-api-gateway/SKILL.md (coalesced with duplicate skill at i18n/de/skills/configure-api-gateway, i18n/es/skills/configure-api-gateway, i18n/ja/skills/configure-api-gateway, i18n/zh-CN/skills/configure-api-gateway, i18n/wenyan/skills/configure-api-gateway, i18n/caveman/skills/configure-api-gateway, i18n/wenyan-lite/skills/configure-api-gateway, i18n/caveman-lite/skills/configure-api-gateway, i18n/wenyan-ultra/skills/configure-api-gateway, i18n/caveman-ultra/skills/configure-api-gateway)",[1694,1695],{"path":1181,"priority":309},{"path":1506,"priority":317},{"basePath":1697,"description":1698,"displayName":1699,"installMethods":1700,"rationale":1701,"selectedPaths":1702,"source":1172,"sourceLanguage":18,"type":255},"skills/configure-git-repository","Configure a Git repository with proper .gitignore, branch strategy, commit conventions, hooks, and remote setup. Covers initial setup and common patterns for R, Node.js, and Python projects. Use when initializing version control for a new project, adding a .gitignore for a specific language or framework, setting up branch protection and conventions, or configuring commit hooks.\n","configure-git-repository",{"claudeCode":12},"SKILL.md frontmatter at skills/configure-git-repository/SKILL.md (coalesced with duplicate skill at i18n/de/skills/configure-git-repository, i18n/es/skills/configure-git-repository, i18n/ja/skills/configure-git-repository, i18n/zh-CN/skills/configure-git-repository, i18n/wenyan/skills/configure-git-repository, i18n/caveman/skills/configure-git-repository, i18n/wenyan-lite/skills/configure-git-repository, i18n/caveman-lite/skills/configure-git-repository, i18n/wenyan-ultra/skills/configure-git-repository, i18n/caveman-ultra/skills/configure-git-repository)",[1703],{"path":1181,"priority":309},{"basePath":1705,"description":1706,"displayName":1707,"installMethods":1708,"rationale":1709,"selectedPaths":1710,"source":1172,"sourceLanguage":18,"type":255},"skills/configure-ingress-networking","Configure Kubernetes Ingress networking with NGINX Ingress Controller, cert-manager for automated TLS certificate management, path-based routing, rate limiting, and multi-domain hosting with SSL termination and load balancing. Use when exposing multiple Kubernetes services via a single load balancer, implementing path-based or host-based routing, automating TLS certificate issuance with Let's Encrypt, or setting up blue-green and canary deployments with traffic splitting.\n","configure-ingress-networking",{"claudeCode":12},"SKILL.md frontmatter at skills/configure-ingress-networking/SKILL.md (coalesced with duplicate skill at i18n/de/skills/configure-ingress-networking, i18n/es/skills/configure-ingress-networking, i18n/ja/skills/configure-ingress-networking, i18n/zh-CN/skills/configure-ingress-networking, i18n/wenyan/skills/configure-ingress-networking, i18n/caveman/skills/configure-ingress-networking, i18n/wenyan-lite/skills/configure-ingress-networking, i18n/caveman-lite/skills/configure-ingress-networking, i18n/wenyan-ultra/skills/configure-ingress-networking, i18n/caveman-ultra/skills/configure-ingress-networking)",[1711,1712],{"path":1181,"priority":309},{"path":1506,"priority":317},{"basePath":1714,"description":1715,"displayName":1716,"installMethods":1717,"rationale":1718,"selectedPaths":1719,"source":1172,"sourceLanguage":18,"type":255},"skills/configure-log-aggregation","Set up centralized log aggregation with Loki and Promtail (or ELK stack), including log parsing, label extraction, retention policies, and integration with metrics for correlation. Use when consolidating logs from multiple services into a searchable system, replacing local log files with centralized queryable storage, correlating logs with metrics and traces, implementing structured logging with label extraction, or troubleshooting production incidents requiring cross-service log analysis.\n","configure-log-aggregation",{"claudeCode":12},"SKILL.md frontmatter at skills/configure-log-aggregation/SKILL.md (coalesced with duplicate skill at i18n/de/skills/configure-log-aggregation, i18n/es/skills/configure-log-aggregation, i18n/ja/skills/configure-log-aggregation, i18n/zh-CN/skills/configure-log-aggregation, i18n/wenyan/skills/configure-log-aggregation, i18n/caveman/skills/configure-log-aggregation, i18n/wenyan-lite/skills/configure-log-aggregation, i18n/caveman-lite/skills/configure-log-aggregation, i18n/wenyan-ultra/skills/configure-log-aggregation, i18n/caveman-ultra/skills/configure-log-aggregation)",[1720,1721],{"path":1181,"priority":309},{"path":1506,"priority":317},{"basePath":1723,"description":1724,"displayName":1725,"installMethods":1726,"rationale":1727,"selectedPaths":1728,"source":1172,"sourceLanguage":18,"type":255},"skills/configure-mcp-server","Configure MCP (Model Context Protocol) servers for Claude Code and Claude Desktop. Covers mcptools setup, Hugging Face integration, WSL path handling, and multi-client configuration. Use when setting up Claude Code to connect to R via mcptools, configuring Claude Desktop with MCP servers, adding Hugging Face or other remote MCP servers, or troubleshooting MCP connectivity between clients and servers.\n","configure-mcp-server",{"claudeCode":12},"SKILL.md frontmatter at skills/configure-mcp-server/SKILL.md (coalesced with duplicate skill at i18n/de/skills/configure-mcp-server, i18n/es/skills/configure-mcp-server, i18n/ja/skills/configure-mcp-server, i18n/zh-CN/skills/configure-mcp-server, i18n/wenyan/skills/configure-mcp-server, i18n/caveman/skills/configure-mcp-server, i18n/wenyan-lite/skills/configure-mcp-server, i18n/caveman-lite/skills/configure-mcp-server, i18n/wenyan-ultra/skills/configure-mcp-server, i18n/caveman-ultra/skills/configure-mcp-server)",[1729],{"path":1181,"priority":309},{"basePath":1731,"description":1732,"displayName":1733,"installMethods":1734,"rationale":1735,"selectedPaths":1736,"source":1172,"sourceLanguage":18,"type":255},"skills/configure-nginx","Configure Nginx as a web server and reverse proxy. Covers static file serving, reverse proxy to upstream services, SSL/TLS termination with Let's Encrypt, location blocks, load balancing, rate limiting, and security headers. Use when serving static files in production, reverse proxying to backend services (Node.js, Python, R/Shiny), terminating SSL/TLS, load balancing across instances, or adding rate limiting and security headers to harden an endpoint.\n","configure-nginx",{"claudeCode":12},"SKILL.md frontmatter at skills/configure-nginx/SKILL.md (coalesced with duplicate skill at i18n/de/skills/configure-nginx, i18n/es/skills/configure-nginx, i18n/ja/skills/configure-nginx, i18n/zh-CN/skills/configure-nginx, i18n/wenyan/skills/configure-nginx, i18n/caveman/skills/configure-nginx, i18n/wenyan-lite/skills/configure-nginx, i18n/caveman-lite/skills/configure-nginx, i18n/wenyan-ultra/skills/configure-nginx, i18n/caveman-ultra/skills/configure-nginx)",[1737],{"path":1181,"priority":309},{"basePath":1739,"description":1740,"displayName":1741,"installMethods":1742,"rationale":1743,"selectedPaths":1744,"source":1172,"sourceLanguage":18,"type":255},"skills/configure-putior-mcp","Configure the putior MCP server to expose 16 workflow visualization tools to AI assistants. Covers Claude Code and Claude Desktop setup, dependency installation (mcptools, ellmer), tool verification, and optional ACP server configuration for agent-to-agent communication. Use when enabling AI assistants to annotate and visualize workflows interactively, setting up a new development environment with putior MCP integration, or configuring agent-to-agent communication via ACP for automated pipelines.\n","configure-putior-mcp",{"claudeCode":12},"SKILL.md frontmatter at skills/configure-putior-mcp/SKILL.md (coalesced with duplicate skill at i18n/de/skills/configure-putior-mcp, i18n/es/skills/configure-putior-mcp, i18n/ja/skills/configure-putior-mcp, i18n/zh-CN/skills/configure-putior-mcp, i18n/wenyan/skills/configure-putior-mcp, i18n/caveman/skills/configure-putior-mcp, i18n/wenyan-lite/skills/configure-putior-mcp, i18n/caveman-lite/skills/configure-putior-mcp, i18n/wenyan-ultra/skills/configure-putior-mcp, i18n/caveman-ultra/skills/configure-putior-mcp)",[1745],{"path":1181,"priority":309},{"basePath":1747,"description":1748,"displayName":1749,"installMethods":1750,"rationale":1751,"selectedPaths":1752,"source":1172,"sourceLanguage":18,"type":255},"skills/configure-reverse-proxy","Configure reverse proxy patterns across multiple tools including Nginx, Traefik, and ShinyProxy. Covers WebSocket proxying, path-based and host-based routing, SSL termination, and Docker label auto-discovery. Use when routing multiple services behind a single entry point, proxying WebSocket connections (Shiny, Socket.IO), auto-discovering Docker services with Traefik labels, or adding SSL termination to services that don't handle TLS natively.\n","configure-reverse-proxy",{"claudeCode":12},"SKILL.md frontmatter at skills/configure-reverse-proxy/SKILL.md (coalesced with duplicate skill at i18n/de/skills/configure-reverse-proxy, i18n/es/skills/configure-reverse-proxy, i18n/ja/skills/configure-reverse-proxy, i18n/zh-CN/skills/configure-reverse-proxy, i18n/wenyan/skills/configure-reverse-proxy, i18n/caveman/skills/configure-reverse-proxy, i18n/wenyan-lite/skills/configure-reverse-proxy, i18n/caveman-lite/skills/configure-reverse-proxy, i18n/wenyan-ultra/skills/configure-reverse-proxy, i18n/caveman-ultra/skills/configure-reverse-proxy)",[1753],{"path":1181,"priority":309},{"basePath":1755,"description":1756,"displayName":1757,"installMethods":1758,"rationale":1759,"selectedPaths":1760,"source":1172,"sourceLanguage":18,"type":255},"skills/conscientiousness","Thoroughness and diligence in execution — systematic checking, completeness verification, follow-through on commitments, and the discipline of finishing well. Maps the personality trait of conscientiousness to AI task execution: not cutting corners, verifying results, and ensuring that what was promised is what was delivered. Use before marking a task as complete, when a response feels \"good enough\" but deserves better, after a complex multi-step operation where steps may have drifted, or when self-monitoring detects a pattern of cutting corners or rushing.\n","conscientiousness",{"claudeCode":12},"SKILL.md frontmatter at skills/conscientiousness/SKILL.md (coalesced with duplicate skill at i18n/de/skills/conscientiousness, i18n/es/skills/conscientiousness, i18n/ja/skills/conscientiousness, i18n/zh-CN/skills/conscientiousness, i18n/wenyan/skills/conscientiousness, i18n/caveman/skills/conscientiousness, i18n/wenyan-lite/skills/conscientiousness, i18n/caveman-lite/skills/conscientiousness, i18n/wenyan-ultra/skills/conscientiousness, i18n/caveman-ultra/skills/conscientiousness)",[1761],{"path":1181,"priority":309},{"basePath":1763,"description":1764,"displayName":1765,"installMethods":1766,"rationale":1767,"selectedPaths":1768,"source":1172,"sourceLanguage":18,"type":255},"skills/construct-geometric-figure","Perform a ruler-and-compass construction with step-by-step justification for each operation, producing a constructible geometric figure from given elements. Covers classical Euclidean constructions including perpendicular bisectors, angle bisectors, parallel lines, regular polygons, and tangent lines. Use when given geometric elements (points, segments, angles) and asked to produce a Euclidean construction, verify constructibility, or generate ordered construction steps for educational or documentation purposes.\n","construct-geometric-figure",{"claudeCode":12},"SKILL.md frontmatter at skills/construct-geometric-figure/SKILL.md (coalesced with duplicate skill at i18n/de/skills/construct-geometric-figure, i18n/es/skills/construct-geometric-figure, i18n/ja/skills/construct-geometric-figure, i18n/zh-CN/skills/construct-geometric-figure, i18n/wenyan/skills/construct-geometric-figure, i18n/caveman/skills/construct-geometric-figure, i18n/wenyan-lite/skills/construct-geometric-figure, i18n/caveman-lite/skills/construct-geometric-figure, i18n/wenyan-ultra/skills/construct-geometric-figure, i18n/caveman-ultra/skills/construct-geometric-figure)",[1769,1770],{"path":1181,"priority":309},{"path":1239,"priority":317},{"basePath":1772,"description":1773,"displayName":1774,"installMethods":1775,"rationale":1776,"selectedPaths":1777,"source":1172,"sourceLanguage":18,"type":255},"skills/consult-natural-history","Reference Hildegard von Bingen's Physica natural history knowledge. Covers classification of plants, stones, animals, fish, birds, elements, and trees with their medicinal, symbolic, and practical properties. Enables cross- referencing between categories and application guidance. Use when exploring a specific plant, stone, or animal from Hildegard's perspective, researching medieval natural history and cosmology, cross-referencing properties across categories, or integrating Physica knowledge into health, spiritual, or creative practice.\n","consult-natural-history",{"claudeCode":12},"SKILL.md frontmatter at skills/consult-natural-history/SKILL.md (coalesced with duplicate skill at i18n/de/skills/consult-natural-history, i18n/es/skills/consult-natural-history, i18n/ja/skills/consult-natural-history, i18n/zh-CN/skills/consult-natural-history, i18n/wenyan/skills/consult-natural-history, i18n/caveman/skills/consult-natural-history, i18n/wenyan-lite/skills/consult-natural-history, i18n/caveman-lite/skills/consult-natural-history, i18n/wenyan-ultra/skills/consult-natural-history, i18n/caveman-ultra/skills/consult-natural-history)",[1778],{"path":1181,"priority":309},{"basePath":1780,"description":1781,"displayName":1782,"installMethods":1783,"rationale":1784,"selectedPaths":1785,"source":1172,"sourceLanguage":18,"type":255},"skills/containerize-mcp-server","Containerize an R-based MCP (Model Context Protocol) server using Docker. Covers mcptools integration, port exposure, stdio vs HTTP transport, and connecting Claude Code to the containerized server. Use when deploying an R MCP server without requiring a local R installation, creating a reproducible MCP server environment, running MCP servers alongside other containerized services, or distributing an MCP server to other developers.\n","containerize-mcp-server",{"claudeCode":12},"SKILL.md frontmatter at skills/containerize-mcp-server/SKILL.md (coalesced with duplicate skill at i18n/de/skills/containerize-mcp-server, i18n/es/skills/containerize-mcp-server, i18n/ja/skills/containerize-mcp-server, i18n/zh-CN/skills/containerize-mcp-server, i18n/wenyan/skills/containerize-mcp-server, i18n/caveman/skills/containerize-mcp-server, i18n/wenyan-lite/skills/containerize-mcp-server, i18n/caveman-lite/skills/containerize-mcp-server, i18n/wenyan-ultra/skills/containerize-mcp-server, i18n/caveman-ultra/skills/containerize-mcp-server)",[1786],{"path":1181,"priority":309},{"basePath":1788,"description":1789,"displayName":1790,"installMethods":1791,"rationale":1792,"selectedPaths":1793,"source":1172,"sourceLanguage":18,"type":255},"skills/coordinate-reasoning","AI internal coordination using stigmergic signals — managing information freshness in context and memory, decay rates for assumption staleness, and emergent coherent behavior from simple local protocols. Use during complex tasks where multiple sub-tasks must coordinate, when context has grown long and information freshness is uncertain, after context compression when information may have been lost, or when sub-task outputs need to feed into each other cleanly without degradation.\n","coordinate-reasoning",{"claudeCode":12},"SKILL.md frontmatter at skills/coordinate-reasoning/SKILL.md (coalesced with duplicate skill at i18n/de/skills/coordinate-reasoning, i18n/es/skills/coordinate-reasoning, i18n/ja/skills/coordinate-reasoning, i18n/zh-CN/skills/coordinate-reasoning, i18n/wenyan/skills/coordinate-reasoning, i18n/caveman/skills/coordinate-reasoning, i18n/wenyan-lite/skills/coordinate-reasoning, i18n/caveman-lite/skills/coordinate-reasoning, i18n/wenyan-ultra/skills/coordinate-reasoning, i18n/caveman-ultra/skills/coordinate-reasoning)",[1794],{"path":1181,"priority":309},{"basePath":1796,"description":1797,"displayName":1798,"installMethods":1799,"rationale":1800,"selectedPaths":1801,"source":1172,"sourceLanguage":18,"type":255},"skills/coordinate-swarm","Apply collective intelligence coordination patterns — stigmergy, local rules, and quorum sensing — to organize distributed systems, teams, or workflows without centralized control. Covers signal design, agent autonomy boundaries, emergent behavior cultivation, and feedback loop tuning. Use when designing distributed systems without a coordination bottleneck, organizing teams that must self-coordinate, building event-driven architectures with shared state communication, or replacing fragile centralized orchestration with resilient emergent coordination.\n","coordinate-swarm",{"claudeCode":12},"SKILL.md frontmatter at skills/coordinate-swarm/SKILL.md (coalesced with duplicate skill at i18n/de/skills/coordinate-swarm, i18n/es/skills/coordinate-swarm, i18n/ja/skills/coordinate-swarm, i18n/zh-CN/skills/coordinate-swarm, i18n/wenyan/skills/coordinate-swarm, i18n/caveman/skills/coordinate-swarm, i18n/wenyan-lite/skills/coordinate-swarm, i18n/caveman-lite/skills/coordinate-swarm, i18n/wenyan-ultra/skills/coordinate-swarm, i18n/caveman-ultra/skills/coordinate-swarm)",[1802],{"path":1181,"priority":309},{"basePath":1804,"description":1805,"displayName":1806,"installMethods":1807,"rationale":1808,"selectedPaths":1809,"source":1172,"sourceLanguage":18,"type":255},"skills/correlate-observability-signals","Unify metrics, logs, and traces for cohesive debugging. Implement exemplars for log-to-trace linking, build unified dashboards using RED/USE methods, and enable rapid root cause analysis across observability signals. Use when investigating complex incidents spanning multiple systems, reducing mean time to resolution, implementing distributed tracing, or moving from siloed tools to a unified observability platform.\n","correlate-observability-signals",{"claudeCode":12},"SKILL.md frontmatter at skills/correlate-observability-signals/SKILL.md (coalesced with duplicate skill at i18n/de/skills/correlate-observability-signals, i18n/es/skills/correlate-observability-signals, i18n/ja/skills/correlate-observability-signals, i18n/zh-CN/skills/correlate-observability-signals, i18n/wenyan/skills/correlate-observability-signals, i18n/caveman/skills/correlate-observability-signals, i18n/wenyan-lite/skills/correlate-observability-signals, i18n/caveman-lite/skills/correlate-observability-signals, i18n/wenyan-ultra/skills/correlate-observability-signals, i18n/caveman-ultra/skills/correlate-observability-signals)",[1810,1811],{"path":1181,"priority":309},{"path":1506,"priority":317},{"basePath":1813,"description":1814,"displayName":1815,"installMethods":1816,"rationale":1817,"selectedPaths":1818,"source":1172,"sourceLanguage":18,"type":255},"skills/create-2d-composition","Compose 2D graphics programmatically using SVG generation, diagram layout algorithms, image compositing, and batch processing workflows. Use when generating diagrams, flowcharts, or infographics programmatically, creating reproducible scientific figures, automating production of badges or visual assets, building custom chart types not in standard libraries, or batch generating graphics with parameter variations.\n","create-2d-composition",{"claudeCode":12},"SKILL.md frontmatter at skills/create-2d-composition/SKILL.md (coalesced with duplicate skill at i18n/de/skills/create-2d-composition, i18n/es/skills/create-2d-composition, i18n/ja/skills/create-2d-composition, i18n/zh-CN/skills/create-2d-composition, i18n/wenyan/skills/create-2d-composition, i18n/caveman/skills/create-2d-composition, i18n/wenyan-lite/skills/create-2d-composition, i18n/caveman-lite/skills/create-2d-composition, i18n/wenyan-ultra/skills/create-2d-composition, i18n/caveman-ultra/skills/create-2d-composition)",[1819],{"path":1181,"priority":309},{"basePath":1821,"description":1822,"displayName":1823,"installMethods":1824,"rationale":1825,"selectedPaths":1826,"source":1172,"sourceLanguage":18,"type":255},"skills/create-3d-scene","Set up a Blender scene programmatically via Python (bpy) with objects, materials, lighting, camera, and environment configuration. Use when creating reproducible 3D visualization scenes, automating product or architectural rendering setup, generating multiple scene variations programmatically, building template scenes for batch rendering workflows, or integrating 3D visualization into data pipelines.\n","create-3d-scene",{"claudeCode":12},"SKILL.md frontmatter at skills/create-3d-scene/SKILL.md (coalesced with duplicate skill at i18n/de/skills/create-3d-scene, i18n/es/skills/create-3d-scene, i18n/ja/skills/create-3d-scene, i18n/zh-CN/skills/create-3d-scene, i18n/wenyan/skills/create-3d-scene, i18n/caveman/skills/create-3d-scene, i18n/wenyan-lite/skills/create-3d-scene, i18n/caveman-lite/skills/create-3d-scene, i18n/wenyan-ultra/skills/create-3d-scene, i18n/caveman-ultra/skills/create-3d-scene)",[1827],{"path":1181,"priority":309},{"basePath":1829,"description":1830,"displayName":1831,"installMethods":1832,"rationale":1833,"selectedPaths":1834,"source":1172,"sourceLanguage":18,"type":255},"skills/create-agent","Create a new agent definition file following the agent-almanac agent template and registry conventions. Covers persona design, tool selection, skill assignment, model choice, frontmatter schema, required sections, registry integration, and discovery symlink verification. Use when adding a new specialized agent to the library, defining a persona for a Claude Code subagent, or creating a domain-specific assistant with curated skills and tools.\n","create-agent",{"claudeCode":12},"SKILL.md frontmatter at skills/create-agent/SKILL.md (coalesced with duplicate skill at i18n/de/skills/create-agent, i18n/es/skills/create-agent, i18n/ja/skills/create-agent, i18n/zh-CN/skills/create-agent, i18n/wenyan/skills/create-agent, i18n/caveman/skills/create-agent, i18n/wenyan-lite/skills/create-agent, i18n/caveman-lite/skills/create-agent, i18n/wenyan-ultra/skills/create-agent, i18n/caveman-ultra/skills/create-agent)",[1835],{"path":1181,"priority":309},{"basePath":1837,"description":1838,"displayName":1839,"installMethods":1840,"rationale":1841,"selectedPaths":1842,"source":1172,"sourceLanguage":18,"type":255},"skills/create-dockerfile","Create general-purpose Dockerfiles for Node.js, Python, Go, Rust, and Java projects. Covers base image selection, dependency installation, user permissions, COPY patterns, ENTRYPOINT vs CMD, and .dockerignore. Use when containerizing an application for the first time, creating a consistent build/runtime environment, preparing an app for cloud deployment or Docker Compose, or when no existing Dockerfile is present in the project.\n","create-dockerfile",{"claudeCode":12},"SKILL.md frontmatter at skills/create-dockerfile/SKILL.md (coalesced with duplicate skill at i18n/de/skills/create-dockerfile, i18n/es/skills/create-dockerfile, i18n/ja/skills/create-dockerfile, i18n/zh-CN/skills/create-dockerfile, i18n/wenyan/skills/create-dockerfile, i18n/caveman/skills/create-dockerfile, i18n/wenyan-lite/skills/create-dockerfile, i18n/caveman-lite/skills/create-dockerfile, i18n/wenyan-ultra/skills/create-dockerfile, i18n/caveman-ultra/skills/create-dockerfile)",[1843],{"path":1181,"priority":309},{"basePath":1845,"description":1846,"displayName":1847,"installMethods":1848,"rationale":1849,"selectedPaths":1850,"source":1172,"sourceLanguage":18,"type":255},"skills/create-github-issues","Structured GitHub issue creation from review findings or task breakdowns. Groups related findings into logical issues, applies labels, and produces issues with standard templates including summary, findings, and acceptance criteria. Designed to consume output from review-codebase or similar review skills.\n","create-github-issues",{"claudeCode":12},"SKILL.md frontmatter at skills/create-github-issues/SKILL.md (coalesced with duplicate skill at i18n/de/skills/create-github-issues, i18n/es/skills/create-github-issues, i18n/ja/skills/create-github-issues, i18n/zh-CN/skills/create-github-issues, i18n/wenyan/skills/create-github-issues, i18n/caveman/skills/create-github-issues, i18n/wenyan-lite/skills/create-github-issues, i18n/caveman-lite/skills/create-github-issues, i18n/wenyan-ultra/skills/create-github-issues, i18n/caveman-ultra/skills/create-github-issues)",[1851],{"path":1181,"priority":309},{"basePath":1853,"description":1854,"displayName":1855,"installMethods":1856,"rationale":1857,"selectedPaths":1858,"source":1172,"sourceLanguage":18,"type":255},"skills/create-github-release","Create a GitHub release with proper tagging, release notes, and optional build artifacts. Covers semantic versioning, changelog generation, and GitHub CLI usage. Use when marking a stable version of software for distribution, publishing a new library or application version, creating release notes for stakeholders, or distributing build artifacts (binaries, tarballs).\n","create-github-release",{"claudeCode":12},"SKILL.md frontmatter at skills/create-github-release/SKILL.md (coalesced with duplicate skill at i18n/de/skills/create-github-release, i18n/es/skills/create-github-release, i18n/ja/skills/create-github-release, i18n/zh-CN/skills/create-github-release, i18n/wenyan/skills/create-github-release, i18n/caveman/skills/create-github-release, i18n/wenyan-lite/skills/create-github-release, i18n/caveman-lite/skills/create-github-release, i18n/wenyan-ultra/skills/create-github-release, i18n/caveman-ultra/skills/create-github-release)",[1859],{"path":1181,"priority":309},{"basePath":1861,"description":1862,"displayName":1863,"installMethods":1864,"rationale":1865,"selectedPaths":1866,"source":1172,"sourceLanguage":18,"type":255},"skills/create-glyph","Create R-based pictogram glyphs for skill, agent, or team icons in the visualization layer. Covers concept sketching, ggplot2 layer composition using the primitives library, color strategy, registration in the appropriate glyph mapping file and manifest, rendering via the build pipeline, and visual verification of the neon-glow output. Use when a new entity has been added and needs a visual icon for the force-graph visualization, an existing glyph needs replacement, or when batch-creating glyphs for a new domain.\n","create-glyph",{"claudeCode":12},"SKILL.md frontmatter at skills/create-glyph/SKILL.md (coalesced with duplicate skill at i18n/de/skills/create-glyph, i18n/es/skills/create-glyph, i18n/ja/skills/create-glyph, i18n/zh-CN/skills/create-glyph, i18n/wenyan/skills/create-glyph, i18n/caveman/skills/create-glyph, i18n/wenyan-lite/skills/create-glyph, i18n/caveman-lite/skills/create-glyph, i18n/wenyan-ultra/skills/create-glyph, i18n/caveman-ultra/skills/create-glyph)",[1867],{"path":1181,"priority":309},{"basePath":1869,"description":1870,"displayName":1871,"installMethods":1872,"rationale":1873,"selectedPaths":1874,"source":1172,"sourceLanguage":18,"type":255},"skills/create-multistage-dockerfile","Create multi-stage Dockerfiles that separate build and runtime environments for minimal production images. Covers builder/runtime stage separation, artifact copying, scratch/distroless/alpine targets, and size comparison. Use when production images are too large, when build tools are included in the final image, when you need separate dev and prod images from one Dockerfile, or when deploying to constrained environments like edge or serverless.\n","create-multistage-dockerfile",{"claudeCode":12},"SKILL.md frontmatter at skills/create-multistage-dockerfile/SKILL.md (coalesced with duplicate skill at i18n/de/skills/create-multistage-dockerfile, i18n/es/skills/create-multistage-dockerfile, i18n/ja/skills/create-multistage-dockerfile, i18n/zh-CN/skills/create-multistage-dockerfile, i18n/wenyan/skills/create-multistage-dockerfile, i18n/caveman/skills/create-multistage-dockerfile, i18n/wenyan-lite/skills/create-multistage-dockerfile, i18n/caveman-lite/skills/create-multistage-dockerfile, i18n/wenyan-ultra/skills/create-multistage-dockerfile, i18n/caveman-ultra/skills/create-multistage-dockerfile)",[1875],{"path":1181,"priority":309},{"basePath":1877,"description":1878,"displayName":1879,"installMethods":1880,"rationale":1881,"selectedPaths":1882,"source":1172,"sourceLanguage":18,"type":255},"skills/create-pull-request","Create and manage pull requests using GitHub CLI. Covers branch preparation, writing PR titles and descriptions, creating PRs, handling review feedback, and merge/cleanup workflows. Use when proposing changes from a feature or fix branch for review, merging completed work into the main branch, requesting code review from collaborators, or documenting the purpose and scope of a set of changes.\n","create-pull-request",{"claudeCode":12},"SKILL.md frontmatter at skills/create-pull-request/SKILL.md (coalesced with duplicate skill at i18n/de/skills/create-pull-request, i18n/es/skills/create-pull-request, i18n/ja/skills/create-pull-request, i18n/zh-CN/skills/create-pull-request, i18n/wenyan/skills/create-pull-request, i18n/caveman/skills/create-pull-request, i18n/wenyan-lite/skills/create-pull-request, i18n/caveman-lite/skills/create-pull-request, i18n/wenyan-ultra/skills/create-pull-request, i18n/caveman-ultra/skills/create-pull-request)",[1883],{"path":1181,"priority":309},{"basePath":1885,"description":1886,"displayName":1887,"installMethods":1888,"rationale":1889,"selectedPaths":1890,"source":1172,"sourceLanguage":18,"type":255},"skills/create-quarto-report","Create a Quarto document for reproducible reports, presentations, or websites. Covers YAML configuration, code chunk options, output formats, cross-references, and rendering. Use when creating a reproducible analysis report, building a presentation with embedded code, generating HTML, PDF, or Word documents from code, or migrating an existing R Markdown document to Quarto.\n","create-quarto-report",{"claudeCode":12},"SKILL.md frontmatter at skills/create-quarto-report/SKILL.md (coalesced with duplicate skill at i18n/de/skills/create-quarto-report, i18n/es/skills/create-quarto-report, i18n/ja/skills/create-quarto-report, i18n/zh-CN/skills/create-quarto-report, i18n/wenyan/skills/create-quarto-report, i18n/caveman/skills/create-quarto-report, i18n/wenyan-lite/skills/create-quarto-report, i18n/caveman-lite/skills/create-quarto-report, i18n/wenyan-ultra/skills/create-quarto-report, i18n/caveman-ultra/skills/create-quarto-report)",[1891],{"path":1181,"priority":309},{"basePath":1893,"description":1894,"displayName":1895,"installMethods":1896,"rationale":1897,"selectedPaths":1898,"source":1172,"sourceLanguage":18,"type":255},"skills/create-r-dockerfile","Create a Dockerfile for R projects using rocker base images. Covers system dependency installation, R package installation, renv integration, and optimized layer ordering for fast rebuilds. Use when containerizing an R application or analysis, creating reproducible R environments, deploying R-based services (Shiny, Plumber, MCP server), or setting up consistent development environments across machines.\n","create-r-dockerfile",{"claudeCode":12},"SKILL.md frontmatter at skills/create-r-dockerfile/SKILL.md (coalesced with duplicate skill at i18n/de/skills/create-r-dockerfile, i18n/es/skills/create-r-dockerfile, i18n/ja/skills/create-r-dockerfile, i18n/zh-CN/skills/create-r-dockerfile, i18n/wenyan/skills/create-r-dockerfile, i18n/caveman/skills/create-r-dockerfile, i18n/wenyan-lite/skills/create-r-dockerfile, i18n/caveman-lite/skills/create-r-dockerfile, i18n/wenyan-ultra/skills/create-r-dockerfile, i18n/caveman-ultra/skills/create-r-dockerfile)",[1899],{"path":1181,"priority":309},{"basePath":1901,"description":1902,"displayName":1903,"installMethods":1904,"rationale":1905,"selectedPaths":1906,"source":1172,"sourceLanguage":18,"type":255},"skills/create-r-package","Scaffold a new R package with complete structure including DESCRIPTION, NAMESPACE, testthat, roxygen2, renv, Git, GitHub Actions CI, and development configuration files (.Rprofile, .Renviron.example, CLAUDE.md). Follows usethis conventions and tidyverse style. Use when starting a new R package from scratch, converting loose R scripts into a structured package, or setting up a package skeleton for collaborative development.\n","create-r-package",{"claudeCode":12},"SKILL.md frontmatter at skills/create-r-package/SKILL.md (coalesced with duplicate skill at i18n/de/skills/create-r-package, i18n/es/skills/create-r-package, i18n/ja/skills/create-r-package, i18n/zh-CN/skills/create-r-package, i18n/wenyan/skills/create-r-package, i18n/caveman/skills/create-r-package, i18n/wenyan-lite/skills/create-r-package, i18n/caveman-lite/skills/create-r-package, i18n/wenyan-ultra/skills/create-r-package, i18n/caveman-ultra/skills/create-r-package)",[1907],{"path":1181,"priority":309},{"basePath":1909,"description":1910,"displayName":1911,"installMethods":1912,"rationale":1913,"selectedPaths":1914,"source":1172,"sourceLanguage":18,"type":255},"skills/create-skill","Create a new SKILL.md file following the Agent Skills open standard (agentskills.io). Covers frontmatter schema, section structure, writing effective procedures with Expected/On failure pairs, validation checklists, cross-referencing, and registry integration. Use when codifying a repeatable procedure for agents, adding a new capability to the skills library, converting a guide or runbook into agent-consumable format, or standardizing a workflow across projects or teams.\n","create-skill",{"claudeCode":12},"SKILL.md frontmatter at skills/create-skill/SKILL.md (coalesced with duplicate skill at i18n/de/skills/create-skill, i18n/es/skills/create-skill, i18n/ja/skills/create-skill, i18n/zh-CN/skills/create-skill, i18n/wenyan/skills/create-skill, i18n/caveman/skills/create-skill, i18n/wenyan-lite/skills/create-skill, i18n/caveman-lite/skills/create-skill, i18n/wenyan-ultra/skills/create-skill, i18n/caveman-ultra/skills/create-skill)",[1915],{"path":1181,"priority":309},{"basePath":1917,"description":1918,"displayName":1919,"installMethods":1920,"rationale":1921,"selectedPaths":1922,"source":1172,"sourceLanguage":18,"type":255},"skills/create-spatial-visualization","Create interactive maps, elevation profiles, and spatial visualizations from GPX tracks, waypoints, or route data using R (sf, leaflet, tmap) or Observable (D3, deck.gl). Covers data import, coordinate system handling, map styling, and export to HTML or image formats. Use when visualizing a planned or completed tour route on an interactive map, creating elevation profiles for hiking or cycling routes, overlaying waypoints and POIs on a basemap, or building a web-based trip dashboard.\n","create-spatial-visualization",{"claudeCode":12},"SKILL.md frontmatter at skills/create-spatial-visualization/SKILL.md (coalesced with duplicate skill at i18n/de/skills/create-spatial-visualization, i18n/es/skills/create-spatial-visualization, i18n/ja/skills/create-spatial-visualization, i18n/zh-CN/skills/create-spatial-visualization, i18n/wenyan/skills/create-spatial-visualization, i18n/caveman/skills/create-spatial-visualization, i18n/wenyan-lite/skills/create-spatial-visualization, i18n/caveman-lite/skills/create-spatial-visualization, i18n/wenyan-ultra/skills/create-spatial-visualization, i18n/caveman-ultra/skills/create-spatial-visualization)",[1923],{"path":1181,"priority":309},{"basePath":1925,"description":1926,"displayName":1927,"installMethods":1928,"rationale":1929,"selectedPaths":1930,"source":1172,"sourceLanguage":18,"type":255},"skills/create-team","Create a new team composition file following the agent-almanac team template and registry conventions. Covers team purpose definition, member selection, coordination pattern choice, task decomposition design, machine-readable configuration block, registry integration, and README automation. Use when defining a multi-agent workflow, composing agents for a complex review process, or creating a coordinated group for recurring collaborative tasks.\n","create-team",{"claudeCode":12},"SKILL.md frontmatter at skills/create-team/SKILL.md (coalesced with duplicate skill at i18n/de/skills/create-team, i18n/es/skills/create-team, i18n/ja/skills/create-team, i18n/zh-CN/skills/create-team, i18n/wenyan/skills/create-team, i18n/caveman/skills/create-team, i18n/wenyan-lite/skills/create-team, i18n/caveman-lite/skills/create-team, i18n/wenyan-ultra/skills/create-team, i18n/caveman-ultra/skills/create-team)",[1931],{"path":1181,"priority":309},{"basePath":1933,"description":1934,"displayName":1935,"installMethods":1936,"rationale":1937,"selectedPaths":1938,"source":1172,"sourceLanguage":18,"type":255},"skills/create-work-breakdown-structure","Create a Work Breakdown Structure (WBS) and WBS Dictionary from project charter deliverables. Covers hierarchical decomposition, WBS coding, effort estimation, dependency identification, and critical path candidates. Use after a project charter is approved, when planning a classic or waterfall project with defined deliverables, breaking a large initiative into manageable work packages, or establishing a basis for effort estimation and resource planning.\n","create-work-breakdown-structure",{"claudeCode":12},"SKILL.md frontmatter at skills/create-work-breakdown-structure/SKILL.md (coalesced with duplicate skill at i18n/de/skills/create-work-breakdown-structure, i18n/es/skills/create-work-breakdown-structure, i18n/ja/skills/create-work-breakdown-structure, i18n/zh-CN/skills/create-work-breakdown-structure, i18n/wenyan/skills/create-work-breakdown-structure, i18n/caveman/skills/create-work-breakdown-structure, i18n/wenyan-lite/skills/create-work-breakdown-structure, i18n/caveman-lite/skills/create-work-breakdown-structure, i18n/wenyan-ultra/skills/create-work-breakdown-structure, i18n/caveman-ultra/skills/create-work-breakdown-structure)",[1939],{"path":1181,"priority":309},{"basePath":1941,"description":1942,"displayName":1943,"installMethods":1944,"rationale":1945,"selectedPaths":1946,"source":1172,"sourceLanguage":18,"type":255},"skills/cross-review-project","Conduct a structured cross-project code review between two Claude Code instances via the cross-review-mcp broker. Each agent reads its own codebase, reviews the peer's code, and engages in evidence-backed dialogue — with QSG scaling laws enforcing review quality through minimum bandwidth constraints and phase-gated progression.\n","cross-review-project",{"claudeCode":12},"SKILL.md frontmatter at skills/cross-review-project/SKILL.md (coalesced with duplicate skill at i18n/de/skills/cross-review-project, i18n/es/skills/cross-review-project, i18n/ja/skills/cross-review-project, i18n/zh-CN/skills/cross-review-project, i18n/wenyan/skills/cross-review-project, i18n/caveman/skills/cross-review-project, i18n/wenyan-lite/skills/cross-review-project, i18n/caveman-lite/skills/cross-review-project, i18n/wenyan-ultra/skills/cross-review-project, i18n/caveman-ultra/skills/cross-review-project)",[1947],{"path":1181,"priority":309},{"basePath":1949,"description":1950,"displayName":1951,"installMethods":1952,"rationale":1953,"selectedPaths":1954,"source":1172,"sourceLanguage":18,"type":255},"skills/cultivate-bonsai","Cultivate bonsai trees from species selection through long-term seasonal care. Covers species suitability, structural and maintenance pruning, wiring technique, repotting protocol, soil mix preparation, seasonal care schedules, and contemplative sitting practice. Use when selecting a species for a first or next bonsai, performing structural or maintenance pruning, repotting when roots are circling or growth has stalled, wiring branches for shaping, developing a seasonal care calendar, or building a contemplative practice with a living tree.\n","cultivate-bonsai",{"claudeCode":12},"SKILL.md frontmatter at skills/cultivate-bonsai/SKILL.md (coalesced with duplicate skill at i18n/de/skills/cultivate-bonsai, i18n/es/skills/cultivate-bonsai, i18n/ja/skills/cultivate-bonsai, i18n/zh-CN/skills/cultivate-bonsai, i18n/wenyan/skills/cultivate-bonsai, i18n/caveman/skills/cultivate-bonsai, i18n/wenyan-lite/skills/cultivate-bonsai, i18n/caveman-lite/skills/cultivate-bonsai, i18n/wenyan-ultra/skills/cultivate-bonsai, i18n/caveman-ultra/skills/cultivate-bonsai)",[1955],{"path":1181,"priority":309},{"basePath":1957,"description":1958,"displayName":1959,"installMethods":1960,"rationale":1961,"selectedPaths":1962,"source":1172,"sourceLanguage":18,"type":255},"skills/curate-collection","Build and maintain a library collection through acquisitions, weeding (deaccessioning), collection assessment, reader advisory, and interlibrary loan coordination. Covers selection criteria, collection development policies, the CREW/MUSTIE method for weeding, usage analysis, and responsive collection management. Use when building a new collection with a defined scope and budget, assessing an existing collection for gaps or outdated materials, when shelves are overcrowded and systematic weeding is needed, or when establishing a formal collection development policy.\n","curate-collection",{"claudeCode":12},"SKILL.md frontmatter at skills/curate-collection/SKILL.md (coalesced with duplicate skill at i18n/de/skills/curate-collection, i18n/es/skills/curate-collection, i18n/ja/skills/curate-collection, i18n/zh-CN/skills/curate-collection, i18n/wenyan/skills/curate-collection, i18n/caveman/skills/curate-collection, i18n/wenyan-lite/skills/curate-collection, i18n/caveman-lite/skills/curate-collection, i18n/wenyan-ultra/skills/curate-collection, i18n/caveman-ultra/skills/curate-collection)",[1963],{"path":1181,"priority":309},{"basePath":1965,"description":1966,"displayName":1967,"installMethods":1968,"rationale":1969,"selectedPaths":1970,"source":1172,"sourceLanguage":18,"type":255},"skills/cut-gemstone","Cut gemstones using cabochon and faceting techniques. Covers rough assessment, orientation for optimal color and yield, dopping, cutting angles, and crown/pavilion geometry for standard brilliant cuts. Use when you have rough gemstone material to cut into a cabochon or faceted stone, planning cutting orientation for optimal colour or optical phenomena, setting up a cabbing or faceting machine, or selecting the appropriate cutting approach for a given material.\n","cut-gemstone",{"claudeCode":12},"SKILL.md frontmatter at skills/cut-gemstone/SKILL.md (coalesced with duplicate skill at i18n/de/skills/cut-gemstone, i18n/es/skills/cut-gemstone, i18n/ja/skills/cut-gemstone, i18n/zh-CN/skills/cut-gemstone, i18n/wenyan/skills/cut-gemstone, i18n/caveman/skills/cut-gemstone, i18n/wenyan-lite/skills/cut-gemstone, i18n/caveman-lite/skills/cut-gemstone, i18n/wenyan-ultra/skills/cut-gemstone, i18n/caveman-ultra/skills/cut-gemstone)",[1971],{"path":1181,"priority":309},{"basePath":1973,"description":1974,"displayName":1975,"installMethods":1976,"rationale":1977,"selectedPaths":1978,"source":1172,"sourceLanguage":18,"type":255},"skills/decode-minified-js-gates","Classify gate call variants in a minified JavaScript bundle. Covers context-window extraction around a flag occurrence, identification of 4–6 reader variants (sync boolean, sync config-object, bootstrap-aware TTL, truthy-only, async bootstrap, async bridge), default-value extraction (boolean / null / numeric / config-object literal), conjunction detection across `&&` predicates, kill-switch inversion detection, and production of a gate-mechanics record that feeds probe- feature-flag-state. Use when a flag's behavior cannot be inferred from its name alone, when the binary uses multiple reader libraries, or when config-object gates carry structured schemas distinct from boolean gates.\n","decode-minified-js-gates",{"claudeCode":12},"SKILL.md frontmatter at skills/decode-minified-js-gates/SKILL.md (coalesced with duplicate skill at i18n/de/skills/decode-minified-js-gates, i18n/es/skills/decode-minified-js-gates, i18n/ja/skills/decode-minified-js-gates, i18n/zh-CN/skills/decode-minified-js-gates, i18n/wenyan/skills/decode-minified-js-gates, i18n/caveman/skills/decode-minified-js-gates, i18n/wenyan-lite/skills/decode-minified-js-gates, i18n/caveman-lite/skills/decode-minified-js-gates, i18n/wenyan-ultra/skills/decode-minified-js-gates, i18n/caveman-ultra/skills/decode-minified-js-gates)",[1979],{"path":1181,"priority":309},{"basePath":1981,"description":1982,"displayName":1983,"installMethods":1984,"rationale":1985,"selectedPaths":1986,"source":1172,"sourceLanguage":18,"type":255},"skills/decommission-validated-system","Decommission a validated computerized system at end-of-life. Covers data retention assessment by regulation, data migration validation (mapping, transformation, reconciliation), archival strategy, access revocation, documentation archival, and stakeholder notification. Use when a validated system is being replaced, reaching end-of-life without replacement, vendor support is discontinued, multiple systems are consolidating, or regulatory changes render a system obsolete.\n","decommission-validated-system",{"claudeCode":12},"SKILL.md frontmatter at skills/decommission-validated-system/SKILL.md (coalesced with duplicate skill at i18n/de/skills/decommission-validated-system, i18n/es/skills/decommission-validated-system, i18n/ja/skills/decommission-validated-system, i18n/zh-CN/skills/decommission-validated-system, i18n/wenyan/skills/decommission-validated-system, i18n/caveman/skills/decommission-validated-system, i18n/wenyan-lite/skills/decommission-validated-system, i18n/caveman-lite/skills/decommission-validated-system, i18n/wenyan-ultra/skills/decommission-validated-system, i18n/caveman-ultra/skills/decommission-validated-system)",[1987],{"path":1181,"priority":309},{"basePath":1989,"description":1990,"displayName":1991,"installMethods":1992,"rationale":1993,"selectedPaths":1994,"source":1172,"sourceLanguage":18,"type":255},"skills/defend-colony","Implement layered collective defense using alarm signaling, role mobilization, and proportional response. Covers threat detection, alert propagation, immune response patterns, escalation tiers, and post-incident recovery for distributed systems and organizations. Use when designing defense-in-depth where no single guardian covers all threats, building incident response that scales with severity, or when current defense is over-reactive to every alert or under-reactive to genuine threats.\n","defend-colony",{"claudeCode":12},"SKILL.md frontmatter at skills/defend-colony/SKILL.md (coalesced with duplicate skill at i18n/de/skills/defend-colony, i18n/es/skills/defend-colony, i18n/ja/skills/defend-colony, i18n/zh-CN/skills/defend-colony, i18n/wenyan/skills/defend-colony, i18n/caveman/skills/defend-colony, i18n/wenyan-lite/skills/defend-colony, i18n/caveman-lite/skills/defend-colony, i18n/wenyan-ultra/skills/defend-colony, i18n/caveman-ultra/skills/defend-colony)",[1995],{"path":1181,"priority":309},{"basePath":1997,"description":1998,"displayName":1999,"installMethods":2000,"rationale":2001,"selectedPaths":2002,"source":1172,"sourceLanguage":18,"type":255},"skills/define-slo-sli-sla","Establish Service Level Objectives (SLO), Service Level Indicators (SLI), and Service Level Agreements (SLA) with error budget tracking, burn rate alerts, and automated reporting using Prometheus and tools like Sloth or Pyrra. Use when defining reliability targets for customer-facing services, balancing feature velocity against system reliability through error budgets, migrating from arbitrary uptime goals to data-driven metrics, or implementing Site Reliability Engineering practices.\n","define-slo-sli-sla",{"claudeCode":12},"SKILL.md frontmatter at skills/define-slo-sli-sla/SKILL.md (coalesced with duplicate skill at i18n/de/skills/define-slo-sli-sla, i18n/es/skills/define-slo-sli-sla, i18n/ja/skills/define-slo-sli-sla, i18n/zh-CN/skills/define-slo-sli-sla, i18n/wenyan/skills/define-slo-sli-sla, i18n/caveman/skills/define-slo-sli-sla, i18n/wenyan-lite/skills/define-slo-sli-sla, i18n/caveman-lite/skills/define-slo-sli-sla, i18n/wenyan-ultra/skills/define-slo-sli-sla, i18n/caveman-ultra/skills/define-slo-sli-sla)",[2003,2004],{"path":1181,"priority":309},{"path":1506,"priority":317},{"basePath":2006,"description":2007,"displayName":2008,"installMethods":2009,"rationale":2010,"selectedPaths":2011,"source":1172,"sourceLanguage":18,"type":255},"skills/deploy-edge-ai-model","Deploy machine learning models to edge devices using Google AI Edge Gallery, TensorFlow Lite, ONNX Runtime, and MediaPipe. Covers model quantization (INT8/INT4), on-device inference with Gemma 4 models, Android/iOS deployment via AI Edge Gallery, hardware delegate selection (GPU/NPU/DSP), and performance benchmarking on constrained devices. Use when deploying models to mobile phones, IoT devices, or embedded systems where cloud inference is impractical due to latency, cost, or connectivity constraints.\n","deploy-edge-ai-model",{"claudeCode":12},"SKILL.md frontmatter at skills/deploy-edge-ai-model/SKILL.md (coalesced with duplicate skill at i18n/de/skills/deploy-edge-ai-model, i18n/es/skills/deploy-edge-ai-model, i18n/ja/skills/deploy-edge-ai-model, i18n/zh-CN/skills/deploy-edge-ai-model, i18n/wenyan/skills/deploy-edge-ai-model, i18n/caveman/skills/deploy-edge-ai-model, i18n/wenyan-lite/skills/deploy-edge-ai-model, i18n/caveman-lite/skills/deploy-edge-ai-model, i18n/wenyan-ultra/skills/deploy-edge-ai-model, i18n/caveman-ultra/skills/deploy-edge-ai-model)",[2012,2013],{"path":1181,"priority":309},{"path":1506,"priority":317},{"basePath":2015,"description":2016,"displayName":2017,"installMethods":2018,"rationale":2019,"selectedPaths":2020,"source":1172,"sourceLanguage":18,"type":255},"skills/deploy-ml-model-serving","Deploy machine learning models to production serving infrastructure using MLflow, BentoML, or Seldon Core with REST/gRPC endpoints, implement autoscaling, monitoring, and A/B testing capabilities for high-performance model inference at scale. Use when deploying trained models for real-time inference, setting up REST or gRPC prediction APIs, implementing autoscaling for variable load, running A/B tests between model versions, or migrating from batch to real-time inference.\n","deploy-ml-model-serving",{"claudeCode":12},"SKILL.md frontmatter at skills/deploy-ml-model-serving/SKILL.md (coalesced with duplicate skill at i18n/de/skills/deploy-ml-model-serving, i18n/es/skills/deploy-ml-model-serving, i18n/ja/skills/deploy-ml-model-serving, i18n/zh-CN/skills/deploy-ml-model-serving, i18n/wenyan/skills/deploy-ml-model-serving, i18n/caveman/skills/deploy-ml-model-serving, i18n/wenyan-lite/skills/deploy-ml-model-serving, i18n/caveman-lite/skills/deploy-ml-model-serving, i18n/wenyan-ultra/skills/deploy-ml-model-serving, i18n/caveman-ultra/skills/deploy-ml-model-serving)",[2021,2022],{"path":1181,"priority":309},{"path":1506,"priority":317},{"basePath":2024,"description":2025,"displayName":2026,"installMethods":2027,"rationale":2028,"selectedPaths":2029,"source":1172,"sourceLanguage":18,"type":255},"skills/deploy-searxng","Deploy a self-hosted SearXNG meta search engine via Docker Compose. Covers settings.yml configuration, engine selection, result proxying, Nginx frontend, persistence, and updates. Use when setting up a private search engine without tracking, aggregating results from multiple providers, running a shared search instance for a team or organisation, or replacing reliance on a single search provider.\n","deploy-searxng",{"claudeCode":12},"SKILL.md frontmatter at skills/deploy-searxng/SKILL.md (coalesced with duplicate skill at i18n/de/skills/deploy-searxng, i18n/es/skills/deploy-searxng, i18n/ja/skills/deploy-searxng, i18n/zh-CN/skills/deploy-searxng, i18n/wenyan/skills/deploy-searxng, i18n/caveman/skills/deploy-searxng, i18n/wenyan-lite/skills/deploy-searxng, i18n/caveman-lite/skills/deploy-searxng, i18n/wenyan-ultra/skills/deploy-searxng, i18n/caveman-ultra/skills/deploy-searxng)",[2030],{"path":1181,"priority":309},{"basePath":2032,"description":2033,"displayName":2034,"installMethods":2035,"rationale":2036,"selectedPaths":2037,"source":1172,"sourceLanguage":18,"type":255},"skills/deploy-shiny-app","Deploy Shiny applications to shinyapps.io, Posit Connect, or Docker containers. Covers rsconnect configuration, manifest generation, Dockerfile creation, and deployment verification. Use when publishing a Shiny app for external or internal users, moving from local development to a hosted environment, containerizing a Shiny app for Kubernetes or Docker deployment, or setting up automated deployment pipelines.\n","deploy-shiny-app",{"claudeCode":12},"SKILL.md frontmatter at skills/deploy-shiny-app/SKILL.md (coalesced with duplicate skill at i18n/de/skills/deploy-shiny-app, i18n/es/skills/deploy-shiny-app, i18n/ja/skills/deploy-shiny-app, i18n/zh-CN/skills/deploy-shiny-app, i18n/wenyan/skills/deploy-shiny-app, i18n/caveman/skills/deploy-shiny-app, i18n/wenyan-lite/skills/deploy-shiny-app, i18n/caveman-lite/skills/deploy-shiny-app, i18n/wenyan-ultra/skills/deploy-shiny-app, i18n/caveman-ultra/skills/deploy-shiny-app)",[2038],{"path":1181,"priority":309},{"basePath":2040,"description":2041,"displayName":2042,"installMethods":2043,"rationale":2044,"selectedPaths":2045,"source":1172,"sourceLanguage":18,"type":255},"skills/deploy-shinyproxy","Deploy ShinyProxy for hosting multiple containerized Shiny applications. Covers ShinyProxy Docker deployment, application.yml configuration, Shiny app Docker images, authentication, container backends, usage tracking, and scaling. Use when hosting multiple Shiny apps behind a single entry point, needing per-app authentication and access control, deploying Shiny apps as isolated Docker containers, or scaling beyond single-app deployment with usage analytics and audit logging.\n","deploy-shinyproxy",{"claudeCode":12},"SKILL.md frontmatter at skills/deploy-shinyproxy/SKILL.md (coalesced with duplicate skill at i18n/de/skills/deploy-shinyproxy, i18n/es/skills/deploy-shinyproxy, i18n/ja/skills/deploy-shinyproxy, i18n/zh-CN/skills/deploy-shinyproxy, i18n/wenyan/skills/deploy-shinyproxy, i18n/caveman/skills/deploy-shinyproxy, i18n/wenyan-lite/skills/deploy-shinyproxy, i18n/caveman-lite/skills/deploy-shinyproxy, i18n/wenyan-ultra/skills/deploy-shinyproxy, i18n/caveman-ultra/skills/deploy-shinyproxy)",[2046],{"path":1181,"priority":309},{"basePath":2048,"description":2049,"displayName":2050,"installMethods":2051,"rationale":2052,"selectedPaths":2053,"source":1172,"sourceLanguage":18,"type":255},"skills/deploy-to-kubernetes","Deploy applications to Kubernetes clusters using kubectl manifests for Deployments, Services, ConfigMaps, Secrets, and Ingress resources. Implement health checks, resource limits, rolling updates, and Helm chart packaging for production deployments. Use when deploying new applications to EKS, GKE, AKS, or self-hosted clusters, migrating from Docker Compose to container orchestration, implementing zero-downtime rolling updates, or setting up multi-environment deployments across dev, staging, and production.\n","deploy-to-kubernetes",{"claudeCode":12},"SKILL.md frontmatter at skills/deploy-to-kubernetes/SKILL.md (coalesced with duplicate skill at i18n/de/skills/deploy-to-kubernetes, i18n/es/skills/deploy-to-kubernetes, i18n/ja/skills/deploy-to-kubernetes, i18n/zh-CN/skills/deploy-to-kubernetes, i18n/wenyan/skills/deploy-to-kubernetes, i18n/caveman/skills/deploy-to-kubernetes, i18n/wenyan-lite/skills/deploy-to-kubernetes, i18n/caveman-lite/skills/deploy-to-kubernetes, i18n/wenyan-ultra/skills/deploy-to-kubernetes, i18n/caveman-ultra/skills/deploy-to-kubernetes)",[2054,2055],{"path":1181,"priority":309},{"path":1506,"priority":317},{"basePath":2057,"description":2058,"displayName":2059,"installMethods":2060,"rationale":2061,"selectedPaths":2062,"source":1172,"sourceLanguage":18,"type":255},"skills/deploy-to-vercel","Deploy a Next.js application to Vercel. Covers project linking, environment variables, preview deployments, custom domains, and production deployment configuration. Use when deploying a Next.js app for the first time, setting up preview deployments for pull requests, configuring custom domains, or managing environment variables in a production Vercel deployment.\n","deploy-to-vercel",{"claudeCode":12},"SKILL.md frontmatter at skills/deploy-to-vercel/SKILL.md (coalesced with duplicate skill at i18n/de/skills/deploy-to-vercel, i18n/es/skills/deploy-to-vercel, i18n/ja/skills/deploy-to-vercel, i18n/zh-CN/skills/deploy-to-vercel, i18n/wenyan/skills/deploy-to-vercel, i18n/caveman/skills/deploy-to-vercel, i18n/wenyan-lite/skills/deploy-to-vercel, i18n/caveman-lite/skills/deploy-to-vercel, i18n/wenyan-ultra/skills/deploy-to-vercel, i18n/caveman-ultra/skills/deploy-to-vercel)",[2063],{"path":1181,"priority":309},{"basePath":2065,"description":2066,"displayName":2067,"installMethods":2068,"rationale":2069,"selectedPaths":2070,"source":1172,"sourceLanguage":18,"type":255},"skills/derive-theoretical-result","Derive a theoretical result step-by-step from first principles or established theorems, with every step explicitly justified and special cases checked. Use when deriving a formula or theorem from first principles, proving a mathematical statement by logical deduction, re-deriving a textbook result for verification or adaptation, extending a known result to a more general setting, or producing a self-contained derivation for a paper or thesis.\n","derive-theoretical-result",{"claudeCode":12},"SKILL.md frontmatter at skills/derive-theoretical-result/SKILL.md (coalesced with duplicate skill at i18n/de/skills/derive-theoretical-result, i18n/es/skills/derive-theoretical-result, i18n/ja/skills/derive-theoretical-result, i18n/zh-CN/skills/derive-theoretical-result, i18n/wenyan/skills/derive-theoretical-result, i18n/caveman/skills/derive-theoretical-result, i18n/wenyan-lite/skills/derive-theoretical-result, i18n/caveman-lite/skills/derive-theoretical-result, i18n/wenyan-ultra/skills/derive-theoretical-result, i18n/caveman-ultra/skills/derive-theoretical-result)",[2071,2072,2073],{"path":1181,"priority":309},{"path":1239,"priority":317},{"path":2074,"priority":317},"references/CITATIONS.md",{"basePath":2076,"description":2077,"displayName":2078,"installMethods":2079,"rationale":2080,"selectedPaths":2081,"source":1172,"sourceLanguage":18,"type":255},"skills/design-a2a-agent-card","Design an A2A Agent Card (.well-known/agent.json) manifest describing agent capabilities, skills, authentication requirements, and supported content types. Use when building an agent that must be discoverable by other A2A-compliant agents, exposing capabilities for multi-agent orchestration, migrating an existing agent to the A2A protocol, defining the public contract for an agent before implementation, or integrating with agent registries that consume Agent Cards.\n","design-a2a-agent-card",{"claudeCode":12},"SKILL.md frontmatter at skills/design-a2a-agent-card/SKILL.md (coalesced with duplicate skill at i18n/de/skills/design-a2a-agent-card, i18n/es/skills/design-a2a-agent-card, i18n/ja/skills/design-a2a-agent-card, i18n/zh-CN/skills/design-a2a-agent-card, i18n/wenyan/skills/design-a2a-agent-card, i18n/caveman/skills/design-a2a-agent-card, i18n/wenyan-lite/skills/design-a2a-agent-card, i18n/caveman-lite/skills/design-a2a-agent-card, i18n/wenyan-ultra/skills/design-a2a-agent-card, i18n/caveman-ultra/skills/design-a2a-agent-card)",[2082],{"path":1181,"priority":309},{"basePath":2084,"description":2085,"displayName":2086,"installMethods":2087,"rationale":2088,"selectedPaths":2089,"source":1172,"sourceLanguage":18,"type":255},"skills/design-acoustic-levitation","Design an acoustic levitation system that uses standing waves to trap and suspend small objects at pressure nodes. Covers ultrasonic transducer selection, standing wave formation between a transducer and reflector, node spacing and trapping position calculation, acoustic radiation pressure analysis, and phased array configurations for multi-axis manipulation. Use when designing contactless sample handling for chemistry, biology, materials science, or demonstration purposes.\n","design-acoustic-levitation",{"claudeCode":12},"SKILL.md frontmatter at skills/design-acoustic-levitation/SKILL.md (coalesced with duplicate skill at i18n/de/skills/design-acoustic-levitation, i18n/es/skills/design-acoustic-levitation, i18n/ja/skills/design-acoustic-levitation, i18n/zh-CN/skills/design-acoustic-levitation, i18n/wenyan/skills/design-acoustic-levitation, i18n/caveman/skills/design-acoustic-levitation, i18n/wenyan-lite/skills/design-acoustic-levitation, i18n/caveman-lite/skills/design-acoustic-levitation, i18n/wenyan-ultra/skills/design-acoustic-levitation, i18n/caveman-ultra/skills/design-acoustic-levitation)",[2090],{"path":1181,"priority":309},{"basePath":2092,"description":2093,"displayName":2094,"installMethods":2095,"rationale":2096,"selectedPaths":2097,"source":1172,"sourceLanguage":18,"type":255},"skills/design-cli-output","Design terminal output for a CLI tool with chalk colors, Unicode glyphs, multiple verbosity levels (human, verbose, quiet, JSON), and consistent voice rules. Covers color palette selection, status indicator design, reporter function architecture, ceremony/narrative output variants, and cross-terminal compatibility. Use when building a new CLI reporter module, adding warm narrative output to an existing tool, standardizing output across multiple commands, or designing machine-readable JSON alongside human-readable text.\n","design-cli-output",{"claudeCode":12},"SKILL.md frontmatter at skills/design-cli-output/SKILL.md (coalesced with duplicate skill at i18n/de/skills/design-cli-output, i18n/es/skills/design-cli-output, i18n/ja/skills/design-cli-output, i18n/zh-CN/skills/design-cli-output, i18n/wenyan/skills/design-cli-output, i18n/caveman/skills/design-cli-output, i18n/wenyan-lite/skills/design-cli-output, i18n/caveman-lite/skills/design-cli-output, i18n/wenyan-ultra/skills/design-cli-output, i18n/caveman-ultra/skills/design-cli-output)",[2098],{"path":1181,"priority":309},{"basePath":2100,"description":2101,"displayName":2102,"installMethods":2103,"rationale":2104,"selectedPaths":2105,"source":1172,"sourceLanguage":18,"type":255},"skills/design-compliance-architecture","Design a compliance architecture that maps applicable regulations to computerized systems. Covers system inventory, criticality classification (GxP-critical, GxP-supporting, non-GxP), GAMP 5 category assignment, regulatory requirements traceability, and governance structure definition. Use when establishing a new regulated facility, formalising compliance across multiple systems, addressing a regulatory gap analysis, harmonising compliance after mergers or reorganisations, or preparing a site master file that references computerized systems.\n","design-compliance-architecture",{"claudeCode":12},"SKILL.md frontmatter at skills/design-compliance-architecture/SKILL.md (coalesced with duplicate skill at i18n/de/skills/design-compliance-architecture, i18n/es/skills/design-compliance-architecture, i18n/ja/skills/design-compliance-architecture, i18n/zh-CN/skills/design-compliance-architecture, i18n/wenyan/skills/design-compliance-architecture, i18n/caveman/skills/design-compliance-architecture, i18n/wenyan-lite/skills/design-compliance-architecture, i18n/caveman-lite/skills/design-compliance-architecture, i18n/wenyan-ultra/skills/design-compliance-architecture, i18n/caveman-ultra/skills/design-compliance-architecture)",[2106],{"path":1181,"priority":309},{"basePath":2108,"description":2109,"displayName":2110,"installMethods":2111,"rationale":2112,"selectedPaths":2113,"source":1172,"sourceLanguage":18,"type":255},"skills/design-electromagnetic-device","Design practical electromagnetic devices including electromagnets, DC and brushless motors, generators, and transformers by bridging theory to application. Use when sizing a solenoid or toroidal electromagnet for a target field or force, selecting motor topology and computing torque and efficiency, designing a transformer for a given voltage ratio and power rating, or analyzing losses from copper resistance, core hysteresis, and eddy currents.\n","design-electromagnetic-device",{"claudeCode":12},"SKILL.md frontmatter at skills/design-electromagnetic-device/SKILL.md (coalesced with duplicate skill at i18n/de/skills/design-electromagnetic-device, i18n/es/skills/design-electromagnetic-device, i18n/ja/skills/design-electromagnetic-device, i18n/zh-CN/skills/design-electromagnetic-device, i18n/wenyan/skills/design-electromagnetic-device, i18n/caveman/skills/design-electromagnetic-device, i18n/wenyan-lite/skills/design-electromagnetic-device, i18n/caveman-lite/skills/design-electromagnetic-device, i18n/wenyan-ultra/skills/design-electromagnetic-device, i18n/caveman-ultra/skills/design-electromagnetic-device)",[2114],{"path":1181,"priority":309},{"basePath":2116,"description":2117,"displayName":2118,"installMethods":2119,"rationale":2120,"selectedPaths":2121,"source":1172,"sourceLanguage":18,"type":255},"skills/design-logic-circuit","Design combinational logic circuits from a functional specification through gate-level implementation. Covers AND, OR, NOT, XOR, NAND, NOR gates; NAND/NOR universality conversions; and standard building blocks including multiplexers, decoders, half/full adders, and ripple-carry adders. Use when translating a Boolean function or truth table into a hardware-realizable gate network and verifying it by exhaustive simulation.\n","design-logic-circuit",{"claudeCode":12},"SKILL.md frontmatter at skills/design-logic-circuit/SKILL.md (coalesced with duplicate skill at i18n/de/skills/design-logic-circuit, i18n/es/skills/design-logic-circuit, i18n/ja/skills/design-logic-circuit, i18n/zh-CN/skills/design-logic-circuit, i18n/wenyan/skills/design-logic-circuit, i18n/caveman/skills/design-logic-circuit, i18n/wenyan-lite/skills/design-logic-circuit, i18n/caveman-lite/skills/design-logic-circuit, i18n/wenyan-ultra/skills/design-logic-circuit, i18n/caveman-ultra/skills/design-logic-circuit)",[2122],{"path":1181,"priority":309},{"basePath":2124,"description":2125,"displayName":2126,"installMethods":2127,"rationale":2128,"selectedPaths":2129,"source":1172,"sourceLanguage":18,"type":255},"skills/design-on-call-rotation","Design sustainable on-call rotations with balanced schedules, clear escalation policies, fatigue management, and handoff procedures. Minimize burnout while maintaining incident response coverage. Use when setting up on-call for the first time, scaling a team from 2-3 to 5+ engineers, addressing on-call burnout or alert fatigue, improving incident response times, or after a post-mortem identifies handoff issues.\n","design-on-call-rotation",{"claudeCode":12},"SKILL.md frontmatter at skills/design-on-call-rotation/SKILL.md (coalesced with duplicate skill at i18n/de/skills/design-on-call-rotation, i18n/es/skills/design-on-call-rotation, i18n/ja/skills/design-on-call-rotation, i18n/zh-CN/skills/design-on-call-rotation, i18n/wenyan/skills/design-on-call-rotation, i18n/caveman/skills/design-on-call-rotation, i18n/wenyan-lite/skills/design-on-call-rotation, i18n/caveman-lite/skills/design-on-call-rotation, i18n/wenyan-ultra/skills/design-on-call-rotation, i18n/caveman-ultra/skills/design-on-call-rotation)",[2130],{"path":1181,"priority":309},{"basePath":2132,"description":2133,"displayName":2134,"installMethods":2135,"rationale":2136,"selectedPaths":2137,"source":1172,"sourceLanguage":18,"type":255},"skills/design-serialization-schema","Design serialization schemas using JSON Schema, Protocol Buffer definitions, or Apache Avro. Covers schema versioning, backwards compatibility, validation rules, and evolution strategies for long-lived data formats. Use when defining a new API contract or data interchange format, adding fields to an existing schema without breaking consumers, migrating between schema versions, choosing between schema systems, or documenting data validation rules for automated enforcement.\n","design-serialization-schema",{"claudeCode":12},"SKILL.md frontmatter at skills/design-serialization-schema/SKILL.md (coalesced with duplicate skill at i18n/de/skills/design-serialization-schema, i18n/es/skills/design-serialization-schema, i18n/ja/skills/design-serialization-schema, i18n/zh-CN/skills/design-serialization-schema, i18n/wenyan/skills/design-serialization-schema, i18n/caveman/skills/design-serialization-schema, i18n/wenyan-lite/skills/design-serialization-schema, i18n/caveman-lite/skills/design-serialization-schema, i18n/wenyan-ultra/skills/design-serialization-schema, i18n/caveman-ultra/skills/design-serialization-schema)",[2138],{"path":1181,"priority":309},{"basePath":2140,"description":2141,"displayName":2142,"installMethods":2143,"rationale":2144,"selectedPaths":2145,"source":1172,"sourceLanguage":18,"type":255},"skills/design-shiny-ui","Design Shiny application UIs using bslib for theming, layout_columns for responsive grids, value boxes, cards, and custom CSS/SCSS. Covers page layouts, accessibility, and brand consistency. Use when building a new Shiny app UI from scratch, modernizing an existing app from fluidPage to bslib, applying brand theming, making a Shiny app responsive across screen sizes, or improving accessibility of a Shiny application.\n","design-shiny-ui",{"claudeCode":12},"SKILL.md frontmatter at skills/design-shiny-ui/SKILL.md (coalesced with duplicate skill at i18n/de/skills/design-shiny-ui, i18n/es/skills/design-shiny-ui, i18n/ja/skills/design-shiny-ui, i18n/zh-CN/skills/design-shiny-ui, i18n/wenyan/skills/design-shiny-ui, i18n/caveman/skills/design-shiny-ui, i18n/wenyan-lite/skills/design-shiny-ui, i18n/caveman-lite/skills/design-shiny-ui, i18n/wenyan-ultra/skills/design-shiny-ui, i18n/caveman-ultra/skills/design-shiny-ui)",[2146],{"path":1181,"priority":309},{"basePath":2148,"description":2149,"displayName":2150,"installMethods":2151,"rationale":2152,"selectedPaths":2153,"source":1172,"sourceLanguage":18,"type":255},"skills/design-training-program","Design a GxP training programme covering training needs analysis by role, curriculum design (regulatory awareness, system-specific, data integrity), competency assessment criteria, training record retention, and retraining triggers for SOP revisions and incidents. Use when a new validated system requires user training before go-live, an audit finding cites inadequate training, organisational changes introduce new roles, a periodic programme review is due, or inspection preparation requires demonstrating training adequacy.\n","design-training-program",{"claudeCode":12},"SKILL.md frontmatter at skills/design-training-program/SKILL.md (coalesced with duplicate skill at i18n/de/skills/design-training-program, i18n/es/skills/design-training-program, i18n/ja/skills/design-training-program, i18n/zh-CN/skills/design-training-program, i18n/wenyan/skills/design-training-program, i18n/caveman/skills/design-training-program, i18n/wenyan-lite/skills/design-training-program, i18n/caveman-lite/skills/design-training-program, i18n/wenyan-ultra/skills/design-training-program, i18n/caveman-ultra/skills/design-training-program)",[2154],{"path":1181,"priority":309},{"basePath":2156,"description":2157,"displayName":2158,"installMethods":2159,"rationale":2160,"selectedPaths":2161,"source":1172,"sourceLanguage":18,"type":255},"skills/detect-anomalies-aiops","Implement AI-powered anomaly detection for operational metrics using time series analysis (Isolation Forest, Prophet, LSTM), alert correlation, and root cause analysis. Reduce alert fatigue by intelligently identifying true anomalies in system metrics, logs, and traces. Use when operations teams are overwhelmed by alert volume, when detecting complex multi-metric anomalies beyond static thresholds, when seasonal patterns make thresholds ineffective, or when needing to predict issues proactively before they impact users.\n","detect-anomalies-aiops",{"claudeCode":12},"SKILL.md frontmatter at skills/detect-anomalies-aiops/SKILL.md (coalesced with duplicate skill at i18n/de/skills/detect-anomalies-aiops, i18n/es/skills/detect-anomalies-aiops, i18n/ja/skills/detect-anomalies-aiops, i18n/zh-CN/skills/detect-anomalies-aiops, i18n/wenyan/skills/detect-anomalies-aiops, i18n/caveman/skills/detect-anomalies-aiops, i18n/wenyan-lite/skills/detect-anomalies-aiops, i18n/caveman-lite/skills/detect-anomalies-aiops, i18n/wenyan-ultra/skills/detect-anomalies-aiops, i18n/caveman-ultra/skills/detect-anomalies-aiops)",[2162,2163],{"path":1181,"priority":309},{"path":1506,"priority":317},{"basePath":2165,"description":2166,"displayName":2167,"installMethods":2168,"rationale":2169,"selectedPaths":2170,"source":1172,"sourceLanguage":18,"type":255},"skills/develop-gc-method","Develop a gas chromatography method from scratch: define analytical objectives, select column chemistry, optimize temperature programming, choose carrier gas and detector, and validate initial system performance for target analytes in a given matrix.\n","develop-gc-method",{"claudeCode":12},"SKILL.md frontmatter at skills/develop-gc-method/SKILL.md (coalesced with duplicate skill at i18n/de/skills/develop-gc-method, i18n/es/skills/develop-gc-method, i18n/ja/skills/develop-gc-method, i18n/zh-CN/skills/develop-gc-method, i18n/wenyan/skills/develop-gc-method, i18n/caveman/skills/develop-gc-method, i18n/wenyan-lite/skills/develop-gc-method, i18n/caveman-lite/skills/develop-gc-method, i18n/wenyan-ultra/skills/develop-gc-method, i18n/caveman-ultra/skills/develop-gc-method)",[2171],{"path":1181,"priority":309},{"basePath":251,"description":10,"displayName":254,"installMethods":2173,"rationale":2174,"selectedPaths":2175,"source":1172,"sourceLanguage":18,"type":255},{"claudeCode":12},"SKILL.md frontmatter at skills/develop-hplc-method/SKILL.md (coalesced with duplicate skill at i18n/de/skills/develop-hplc-method, i18n/es/skills/develop-hplc-method, i18n/ja/skills/develop-hplc-method, i18n/zh-CN/skills/develop-hplc-method, i18n/wenyan/skills/develop-hplc-method, i18n/caveman/skills/develop-hplc-method, i18n/wenyan-lite/skills/develop-hplc-method, i18n/caveman-lite/skills/develop-hplc-method, i18n/wenyan-ultra/skills/develop-hplc-method, i18n/caveman-ultra/skills/develop-hplc-method)",[2176],{"path":1181,"priority":309},{"basePath":2178,"description":2179,"displayName":2180,"installMethods":2181,"rationale":2182,"selectedPaths":2183,"source":1172,"sourceLanguage":18,"type":255},"skills/dissolve-form","Perform controlled dismantling of rigid system structures while preserving essential capabilities (imaginal discs). Covers rigidity mapping, dissolution sequencing, knowledge extraction, interface archaeology, and safe decomposition of technical debt and organizational calcification. Use when assess-form classified the system as PREPARE or CRITICAL, when a system is so calcified that incremental change is impossible, when technical debt blocks all forward progress, or before adapt-architecture when the current form must be softened before it can be reshaped.\n","dissolve-form",{"claudeCode":12},"SKILL.md frontmatter at skills/dissolve-form/SKILL.md (coalesced with duplicate skill at i18n/de/skills/dissolve-form, i18n/es/skills/dissolve-form, i18n/ja/skills/dissolve-form, i18n/zh-CN/skills/dissolve-form, i18n/wenyan/skills/dissolve-form, i18n/caveman/skills/dissolve-form, i18n/wenyan-lite/skills/dissolve-form, i18n/caveman-lite/skills/dissolve-form, i18n/wenyan-ultra/skills/dissolve-form, i18n/caveman-ultra/skills/dissolve-form)",[2184],{"path":1181,"priority":309},{"basePath":2186,"description":2187,"displayName":2188,"installMethods":2189,"rationale":2190,"selectedPaths":2191,"source":1172,"sourceLanguage":18,"type":255},"skills/document-insect-sighting","Record insect sightings with location, date, habitat, photography, behavior notes, preliminary identification, and citizen science submission. Covers GPS coordinates, weather conditions, microhabitat description, macro photography techniques, behavioral observations, preliminary identification to order using body plan, and submission to citizen science platforms such as iNaturalist. Use when encountering an insect you want to document, contributing to citizen science biodiversity databases, building a personal observation journal, or supporting ecological surveys with georeferenced photographic records.\n","document-insect-sighting",{"claudeCode":12},"SKILL.md frontmatter at skills/document-insect-sighting/SKILL.md (coalesced with duplicate skill at i18n/de/skills/document-insect-sighting, i18n/es/skills/document-insect-sighting, i18n/ja/skills/document-insect-sighting, i18n/zh-CN/skills/document-insect-sighting, i18n/wenyan/skills/document-insect-sighting, i18n/caveman/skills/document-insect-sighting, i18n/wenyan-lite/skills/document-insect-sighting, i18n/caveman-lite/skills/document-insect-sighting, i18n/wenyan-ultra/skills/document-insect-sighting, i18n/caveman-ultra/skills/document-insect-sighting)",[2192],{"path":1181,"priority":309},{"basePath":2194,"description":2195,"displayName":2196,"installMethods":2197,"rationale":2198,"selectedPaths":2199,"source":1172,"sourceLanguage":18,"type":255},"skills/draft-project-charter","Draft a project charter that defines scope, stakeholders, success criteria, and initial risk register. Covers problem statement, RACI matrix, milestone planning, and scope boundaries for both agile and classic methodologies. Use when kicking off a new project or initiative, formalizing scope after an informal start, aligning stakeholders before detailed planning begins, or transitioning from discovery to active project work.\n","draft-project-charter",{"claudeCode":12},"SKILL.md frontmatter at skills/draft-project-charter/SKILL.md (coalesced with duplicate skill at i18n/de/skills/draft-project-charter, i18n/es/skills/draft-project-charter, i18n/ja/skills/draft-project-charter, i18n/zh-CN/skills/draft-project-charter, i18n/wenyan/skills/draft-project-charter, i18n/caveman/skills/draft-project-charter, i18n/wenyan-lite/skills/draft-project-charter, i18n/caveman-lite/skills/draft-project-charter, i18n/wenyan-ultra/skills/draft-project-charter, i18n/caveman-ultra/skills/draft-project-charter)",[2200],{"path":1181,"priority":309},{"basePath":2202,"description":2203,"displayName":2204,"installMethods":2205,"rationale":2206,"selectedPaths":2207,"source":1172,"sourceLanguage":18,"type":255},"skills/dream","AI unconstrained creative exploration — deliberately dropping structure to let associations form freely. The one skill that inverts the standard procedure format: instead of inputs, steps, and validation, dream opens space for emergence without evaluation. Use before design work, before naming things, before choosing between approaches, or anywhere that premature structure kills the best option.\n","dream",{"claudeCode":12},"SKILL.md frontmatter at skills/dream/SKILL.md (coalesced with duplicate skill at i18n/de/skills/dream, i18n/es/skills/dream, i18n/ja/skills/dream, i18n/zh-CN/skills/dream, i18n/wenyan/skills/dream, i18n/caveman/skills/dream, i18n/wenyan-lite/skills/dream, i18n/caveman-lite/skills/dream, i18n/wenyan-ultra/skills/dream, i18n/caveman-ultra/skills/dream)",[2208],{"path":1181,"priority":309},{"basePath":2210,"description":2211,"displayName":2212,"installMethods":2213,"rationale":2214,"selectedPaths":2215,"source":1172,"sourceLanguage":18,"type":255},"skills/du-dum","Separate expensive observation from cheap decision-making in autonomous agent loops using a two-clock architecture. A fast clock accumulates data into a digest file; a slow clock reads the digest and acts only when something is pending. Idle cycles cost nothing because the action clock returns immediately after reading an empty digest. Use when building autonomous agents that must observe continuously but can only afford to act occasionally, when API or LLM costs dominate and most cycles have nothing to do, when designing cron-based agent architectures with observation and action phases, or when an existing heartbeat loop is too expensive because it calls the LLM on every tick.\n","du-dum",{"claudeCode":12},"SKILL.md frontmatter at skills/du-dum/SKILL.md (coalesced with duplicate skill at i18n/de/skills/du-dum, i18n/es/skills/du-dum, i18n/ja/skills/du-dum, i18n/zh-CN/skills/du-dum, i18n/wenyan/skills/du-dum, i18n/caveman/skills/du-dum, i18n/wenyan-lite/skills/du-dum, i18n/caveman-lite/skills/du-dum, i18n/wenyan-ultra/skills/du-dum, i18n/caveman-ultra/skills/du-dum)",[2216],{"path":1181,"priority":309},{"basePath":2218,"description":2219,"displayName":2220,"installMethods":2221,"rationale":2222,"selectedPaths":2223,"source":1172,"sourceLanguage":18,"type":255},"skills/enforce-policy-as-code","Implement policy-as-code enforcement using OPA Gatekeeper or Kyverno to validate and mutate Kubernetes resources according to organizational policies. Covers constraint templates, admission control, audit mode, reporting violations, and integrating with CI/CD pipelines for shift-left policy validation. Use when enforcing resource configuration standards, preventing security misconfigurations such as privileged containers, ensuring compliance before deployment, standardizing naming conventions, or auditing existing cluster resources against policies.\n","enforce-policy-as-code",{"claudeCode":12},"SKILL.md frontmatter at skills/enforce-policy-as-code/SKILL.md (coalesced with duplicate skill at i18n/de/skills/enforce-policy-as-code, i18n/es/skills/enforce-policy-as-code, i18n/ja/skills/enforce-policy-as-code, i18n/zh-CN/skills/enforce-policy-as-code, i18n/wenyan/skills/enforce-policy-as-code, i18n/caveman/skills/enforce-policy-as-code, i18n/wenyan-lite/skills/enforce-policy-as-code, i18n/caveman-lite/skills/enforce-policy-as-code, i18n/wenyan-ultra/skills/enforce-policy-as-code, i18n/caveman-ultra/skills/enforce-policy-as-code)",[2224,2225],{"path":1181,"priority":309},{"path":1506,"priority":317},{"basePath":2227,"description":2228,"displayName":2229,"installMethods":2230,"rationale":2231,"selectedPaths":2232,"source":1172,"sourceLanguage":18,"type":255},"skills/enhance-glyph","Improve an existing R-based pictogram glyph for the visualization layer. Covers visual audit of the current glyph, diagnosis of specific issues (proportions, readability, glow balance), targeted modifications to the glyph function, re-rendering, and before/after comparison. Works for skill, agent, and team glyphs. Use when a glyph renders poorly at small sizes, its visual metaphor is unclear, it has proportion issues, the neon glow effect is unbalanced, or after adding new palettes or changing the rendering pipeline.\n","enhance-glyph",{"claudeCode":12},"SKILL.md frontmatter at skills/enhance-glyph/SKILL.md (coalesced with duplicate skill at i18n/de/skills/enhance-glyph, i18n/es/skills/enhance-glyph, i18n/ja/skills/enhance-glyph, i18n/zh-CN/skills/enhance-glyph, i18n/wenyan/skills/enhance-glyph, i18n/caveman/skills/enhance-glyph, i18n/wenyan-lite/skills/enhance-glyph, i18n/caveman-lite/skills/enhance-glyph, i18n/wenyan-ultra/skills/enhance-glyph, i18n/caveman-ultra/skills/enhance-glyph)",[2233],{"path":1181,"priority":309},{"basePath":2235,"description":2236,"displayName":2237,"installMethods":2238,"rationale":2239,"selectedPaths":2240,"source":1172,"sourceLanguage":18,"type":255},"skills/escalate-issues","Triage maintenance problems by severity, document findings with context, route to appropriate specialist agent or human, and create actionable issue reports. Use when a maintenance task encounters problems beyond automated cleanup: code that is unsafe to delete, configuration changes requiring domain expertise, breaking changes detected during cleanup, complex refactoring needed, or security-sensitive findings such as hardcoded secrets or vulnerabilities.\n","escalate-issues",{"claudeCode":12},"SKILL.md frontmatter at skills/escalate-issues/SKILL.md (coalesced with duplicate skill at i18n/de/skills/escalate-issues, i18n/es/skills/escalate-issues, i18n/ja/skills/escalate-issues, i18n/zh-CN/skills/escalate-issues, i18n/wenyan/skills/escalate-issues, i18n/caveman/skills/escalate-issues, i18n/wenyan-lite/skills/escalate-issues, i18n/caveman-lite/skills/escalate-issues, i18n/wenyan-ultra/skills/escalate-issues, i18n/caveman-ultra/skills/escalate-issues)",[2241],{"path":1181,"priority":309},{"basePath":2243,"description":2244,"displayName":2245,"installMethods":2246,"rationale":2247,"selectedPaths":2248,"source":1172,"sourceLanguage":18,"type":255},"skills/evaluate-agent-framework","Assess an open-source agent framework for investment readiness by evaluating community health, supersession risk, architecture alignment, and governance sustainability. Produces a four-tier classification (INVEST / EVALUATE-FURTHER / CONTRIBUTE-CAUTIOUSLY / AVOID) to guide resource allocation decisions before committing engineering effort.\n","evaluate-agent-framework",{"claudeCode":12},"SKILL.md frontmatter at skills/evaluate-agent-framework/SKILL.md (coalesced with duplicate skill at i18n/de/skills/evaluate-agent-framework, i18n/es/skills/evaluate-agent-framework, i18n/ja/skills/evaluate-agent-framework, i18n/zh-CN/skills/evaluate-agent-framework, i18n/wenyan/skills/evaluate-agent-framework, i18n/caveman/skills/evaluate-agent-framework, i18n/wenyan-lite/skills/evaluate-agent-framework, i18n/caveman-lite/skills/evaluate-agent-framework, i18n/wenyan-ultra/skills/evaluate-agent-framework, i18n/caveman-ultra/skills/evaluate-agent-framework)",[2249],{"path":1181,"priority":309},{"basePath":2251,"description":2252,"displayName":2253,"installMethods":2254,"rationale":2255,"selectedPaths":2256,"source":1172,"sourceLanguage":18,"type":255},"skills/evaluate-boolean-expression","Evaluate and simplify Boolean expressions using truth tables, algebraic laws (De Morgan, distributive, absorption, idempotent, consensus), and Karnaugh maps for up to six variables. Use when you need to reduce a Boolean expression to its minimal sum-of-products or product-of-sums form, verify logical equivalence between two expressions, or prepare a minimized function for gate-level implementation.\n","evaluate-boolean-expression",{"claudeCode":12},"SKILL.md frontmatter at skills/evaluate-boolean-expression/SKILL.md (coalesced with duplicate skill at i18n/de/skills/evaluate-boolean-expression, i18n/es/skills/evaluate-boolean-expression, i18n/ja/skills/evaluate-boolean-expression, i18n/zh-CN/skills/evaluate-boolean-expression, i18n/wenyan/skills/evaluate-boolean-expression, i18n/caveman/skills/evaluate-boolean-expression, i18n/wenyan-lite/skills/evaluate-boolean-expression, i18n/caveman-lite/skills/evaluate-boolean-expression, i18n/wenyan-ultra/skills/evaluate-boolean-expression, i18n/caveman-ultra/skills/evaluate-boolean-expression)",[2257],{"path":1181,"priority":309},{"basePath":2259,"description":2260,"displayName":2261,"installMethods":2262,"rationale":2263,"selectedPaths":2264,"source":1172,"sourceLanguage":18,"type":255},"skills/evaluate-levitation-mechanism","Evaluate and compare levitation mechanisms for a given application through a structured trade study. Covers magnetic (passive diamagnetic, active feedback, superconducting), acoustic (standing wave, phased array), aerodynamic (hovercraft, air bearings, Coanda effect), and electrostatic (Coulomb suspension, ion traps) mechanisms. Use when selecting the most appropriate levitation approach for transport, sample handling, display, bearings, or precision measurement applications.\n","evaluate-levitation-mechanism",{"claudeCode":12},"SKILL.md frontmatter at skills/evaluate-levitation-mechanism/SKILL.md (coalesced with duplicate skill at i18n/de/skills/evaluate-levitation-mechanism, i18n/es/skills/evaluate-levitation-mechanism, i18n/ja/skills/evaluate-levitation-mechanism, i18n/zh-CN/skills/evaluate-levitation-mechanism, i18n/wenyan/skills/evaluate-levitation-mechanism, i18n/caveman/skills/evaluate-levitation-mechanism, i18n/wenyan-lite/skills/evaluate-levitation-mechanism, i18n/caveman-lite/skills/evaluate-levitation-mechanism, i18n/wenyan-ultra/skills/evaluate-levitation-mechanism, i18n/caveman-ultra/skills/evaluate-levitation-mechanism)",[2265],{"path":1181,"priority":309},{"basePath":2267,"description":2268,"displayName":2269,"installMethods":2270,"rationale":2271,"selectedPaths":2272,"source":1172,"sourceLanguage":18,"type":255},"skills/evolve-agent","Evolve an existing agent definition by refining its persona in-place or creating an advanced variant. Covers assessing the current agent against best practices, gathering evolution requirements, choosing scope (refinement vs. variant), applying changes to skills, tools, capabilities, and limitations, updating version metadata, and synchronizing the registry and cross-references. Use when an agent's skills list is outdated, user feedback reveals capability gaps, tool requirements have changed, an advanced variant is needed alongside the original, or the agent's scope needs sharpening after real-world use.\n","evolve-agent",{"claudeCode":12},"SKILL.md frontmatter at skills/evolve-agent/SKILL.md (coalesced with duplicate skill at i18n/de/skills/evolve-agent, i18n/es/skills/evolve-agent, i18n/ja/skills/evolve-agent, i18n/zh-CN/skills/evolve-agent, i18n/wenyan/skills/evolve-agent, i18n/caveman/skills/evolve-agent, i18n/wenyan-lite/skills/evolve-agent, i18n/caveman-lite/skills/evolve-agent, i18n/wenyan-ultra/skills/evolve-agent, i18n/caveman-ultra/skills/evolve-agent)",[2273],{"path":1181,"priority":309},{"basePath":2275,"description":2276,"displayName":2277,"installMethods":2278,"rationale":2279,"selectedPaths":2280,"source":1172,"sourceLanguage":18,"type":255},"skills/evolve-skill","Evolve an existing skill by refining its content in-place or creating an advanced variant. Covers assessing the current skill, gathering evolution requirements, choosing scope (refinement vs. variant), applying changes, updating version metadata, and synchronizing the registry and cross-references. Use when a skill's procedure steps are outdated, user feedback reveals gaps, a skill needs a complexity upgrade, an advanced variant is needed alongside the original, or related skills are added and cross-references are stale.\n","evolve-skill",{"claudeCode":12},"SKILL.md frontmatter at skills/evolve-skill/SKILL.md (coalesced with duplicate skill at i18n/de/skills/evolve-skill, i18n/es/skills/evolve-skill, i18n/ja/skills/evolve-skill, i18n/zh-CN/skills/evolve-skill, i18n/wenyan/skills/evolve-skill, i18n/caveman/skills/evolve-skill, i18n/wenyan-lite/skills/evolve-skill, i18n/caveman-lite/skills/evolve-skill, i18n/wenyan-ultra/skills/evolve-skill, i18n/caveman-ultra/skills/evolve-skill)",[2281],{"path":1181,"priority":309},{"basePath":2283,"description":2284,"displayName":2285,"installMethods":2286,"rationale":2287,"selectedPaths":2288,"source":1172,"sourceLanguage":18,"type":255},"skills/evolve-skill-from-traces","Evolve SKILL.md files from agent execution traces using a three-stage pipeline: trajectory collection from observed runs, parallel multi-agent patch proposal for error and success analysis, and conflict-free consolidation of overlapping edits via prevalence-weighting. Based on the Trace2Skill methodology.\n","evolve-skill-from-traces",{"claudeCode":12},"SKILL.md frontmatter at skills/evolve-skill-from-traces/SKILL.md (coalesced with duplicate skill at i18n/de/skills/evolve-skill-from-traces, i18n/es/skills/evolve-skill-from-traces, i18n/ja/skills/evolve-skill-from-traces, i18n/zh-CN/skills/evolve-skill-from-traces, i18n/wenyan/skills/evolve-skill-from-traces, i18n/caveman/skills/evolve-skill-from-traces, i18n/wenyan-lite/skills/evolve-skill-from-traces, i18n/caveman-lite/skills/evolve-skill-from-traces, i18n/wenyan-ultra/skills/evolve-skill-from-traces, i18n/caveman-ultra/skills/evolve-skill-from-traces)",[2289],{"path":1181,"priority":309},{"basePath":2291,"description":2292,"displayName":2293,"installMethods":2294,"rationale":2295,"selectedPaths":2296,"source":1172,"sourceLanguage":18,"type":255},"skills/evolve-team","Evolve an existing team composition by refining its structure in-place or creating a specialized variant. Covers assessing the current team against template and coordination patterns, gathering evolution requirements, choosing scope (adjust members, change coordination pattern, split/merge teams), applying changes to the team file and CONFIG block, updating version metadata, and synchronizing the registry and cross-references. Use when a team's member roster is outdated, coordination pattern no longer fits, user feedback reveals workflow gaps, a specialized variant is needed alongside the original, or agents have been added or removed from the library affecting team composition.\n","evolve-team",{"claudeCode":12},"SKILL.md frontmatter at skills/evolve-team/SKILL.md (coalesced with duplicate skill at i18n/de/skills/evolve-team, i18n/es/skills/evolve-team, i18n/ja/skills/evolve-team, i18n/zh-CN/skills/evolve-team, i18n/wenyan/skills/evolve-team, i18n/caveman/skills/evolve-team, i18n/wenyan-lite/skills/evolve-team, i18n/caveman-lite/skills/evolve-team, i18n/wenyan-ultra/skills/evolve-team, i18n/caveman-ultra/skills/evolve-team)",[2297],{"path":1181,"priority":309},{"basePath":2299,"description":2300,"displayName":2301,"installMethods":2302,"rationale":2303,"selectedPaths":2304,"source":1172,"sourceLanguage":18,"type":255},"skills/expand-awareness","Structured procedure for expanding attention from focused single-domain mode to panoramic multi-domain awareness. The cognitive transition from \"focused attention on one problem\" to \"unfocused attention encompassing all relevant domains simultaneously.\" Like Baars' Global Workspace — consciousness as broadcast rather than spotlight. Use after meditation has cleared noise, when a problem spans multiple domains that need to be perceived together, when single-domain analysis keeps missing cross-domain connections, or as the opening move before integrate-gestalt synthesizes what is perceived.\n","expand-awareness",{"claudeCode":12},"SKILL.md frontmatter at skills/expand-awareness/SKILL.md (coalesced with duplicate skill at i18n/de/skills/expand-awareness, i18n/es/skills/expand-awareness, i18n/ja/skills/expand-awareness, i18n/zh-CN/skills/expand-awareness, i18n/wenyan/skills/expand-awareness, i18n/caveman/skills/expand-awareness, i18n/wenyan-lite/skills/expand-awareness, i18n/caveman-lite/skills/expand-awareness, i18n/wenyan-ultra/skills/expand-awareness, i18n/caveman-ultra/skills/expand-awareness)",[2305],{"path":1181,"priority":309},{"basePath":2307,"description":2308,"displayName":2309,"installMethods":2310,"rationale":2311,"selectedPaths":2312,"source":1172,"sourceLanguage":18,"type":255},"skills/explore-diophantine-equations","Solve Diophantine equations (integer-only solutions) including linear, quadratic, and Pell equations. Covers the extended Euclidean algorithm, descent methods, and existence proofs. Use when finding all integer solutions to ax + by = c, solving Pell's equation, generating Pythagorean triples, proving no integer solutions exist via modular constraints, or finding the fundamental solution from which all others are generated.\n","explore-diophantine-equations",{"claudeCode":12},"SKILL.md frontmatter at skills/explore-diophantine-equations/SKILL.md (coalesced with duplicate skill at i18n/de/skills/explore-diophantine-equations, i18n/es/skills/explore-diophantine-equations, i18n/ja/skills/explore-diophantine-equations, i18n/zh-CN/skills/explore-diophantine-equations, i18n/wenyan/skills/explore-diophantine-equations, i18n/caveman/skills/explore-diophantine-equations, i18n/wenyan-lite/skills/explore-diophantine-equations, i18n/caveman-lite/skills/explore-diophantine-equations, i18n/wenyan-ultra/skills/explore-diophantine-equations, i18n/caveman-ultra/skills/explore-diophantine-equations)",[2313],{"path":1181,"priority":309},{"basePath":2315,"description":2316,"displayName":2317,"installMethods":2318,"rationale":2319,"selectedPaths":2320,"source":1172,"sourceLanguage":18,"type":255},"skills/express-insight","Communicate an integrated insight in a way that is accessible, actionable, and preserves the multi-domain nature of the understanding. Integrated insights are multi-dimensional — linearizing them risks losing the relationships that make them valuable. This skill provides a structured procedure for choosing the right form, expressing the gestalt with honest attribution, and inviting productive challenge. Use after integrate-gestalt has formed a cross-domain understanding that needs to be communicated to an audience — domain specialists, generalists, or decision-makers.\n","express-insight",{"claudeCode":12},"SKILL.md frontmatter at skills/express-insight/SKILL.md (coalesced with duplicate skill at i18n/de/skills/express-insight, i18n/es/skills/express-insight, i18n/ja/skills/express-insight, i18n/zh-CN/skills/express-insight, i18n/wenyan/skills/express-insight, i18n/caveman/skills/express-insight, i18n/wenyan-lite/skills/express-insight, i18n/caveman-lite/skills/express-insight, i18n/wenyan-ultra/skills/express-insight, i18n/caveman-ultra/skills/express-insight)",[2321],{"path":1181,"priority":309},{"basePath":2323,"description":2324,"displayName":2325,"installMethods":2326,"rationale":2327,"selectedPaths":2328,"source":1172,"sourceLanguage":18,"type":255},"skills/fail-early-pattern","Apply the fail-early (fail-fast) pattern to detect and report errors at the earliest possible point. Covers input validation with guard clauses, meaningful error messages, assertion functions, and anti-patterns that silently swallow failures. Primary examples in R with general/polyglot guidance. Use when writing functions that accept external input, adding input validation before CRAN submission, refactoring code that silently produces wrong results, reviewing PRs for error-handling quality, or hardening internal APIs against invalid arguments.\n","fail-early-pattern",{"claudeCode":12},"SKILL.md frontmatter at skills/fail-early-pattern/SKILL.md (coalesced with duplicate skill at i18n/de/skills/fail-early-pattern, i18n/es/skills/fail-early-pattern, i18n/ja/skills/fail-early-pattern, i18n/zh-CN/skills/fail-early-pattern, i18n/wenyan/skills/fail-early-pattern, i18n/caveman/skills/fail-early-pattern, i18n/wenyan-lite/skills/fail-early-pattern, i18n/caveman-lite/skills/fail-early-pattern, i18n/wenyan-ultra/skills/fail-early-pattern, i18n/caveman-ultra/skills/fail-early-pattern)",[2329],{"path":1181,"priority":309},{"basePath":2331,"description":2332,"displayName":2333,"installMethods":2334,"rationale":2335,"selectedPaths":2336,"source":1172,"sourceLanguage":18,"type":255},"skills/file-trademark","Trademark filing procedures covering EUIPO (EU), USPTO (US), and WIPO Madrid Protocol (international). Walks through pre-filing conflict checks, Nice classification, descriptiveness assessment, mark type decisions, filing basis strategy, office-specific e-filing procedures, Madrid Protocol extension, post- filing monitoring, and open-source trademark policy drafting. Use after running screen-trademark to confirm the mark is clear, when ready to secure trademark rights in one or more jurisdictions.\n","file-trademark",{"claudeCode":12},"SKILL.md frontmatter at skills/file-trademark/SKILL.md (coalesced with duplicate skill at i18n/de/skills/file-trademark, i18n/es/skills/file-trademark, i18n/ja/skills/file-trademark, i18n/zh-CN/skills/file-trademark, i18n/wenyan/skills/file-trademark, i18n/caveman/skills/file-trademark, i18n/wenyan-lite/skills/file-trademark, i18n/caveman-lite/skills/file-trademark, i18n/wenyan-ultra/skills/file-trademark, i18n/caveman-ultra/skills/file-trademark)",[2337],{"path":1181,"priority":309},{"basePath":2339,"description":2340,"displayName":2341,"installMethods":2342,"rationale":2343,"selectedPaths":2344,"source":1172,"sourceLanguage":18,"type":255},"skills/fit-drift-diffusion-model","Fit cognitive drift-diffusion models (Ratcliff DDM) to reaction time and accuracy data with parameter estimation (drift rate, boundary separation, non-decision time), model comparison, and parameter recovery validation. Use when modeling binary decision-making with reaction time data, estimating cognitive parameters from experimental data, comparing sequential sampling model variants, or decomposing speed-accuracy tradeoff effects into latent cognitive components.\n","fit-drift-diffusion-model",{"claudeCode":12},"SKILL.md frontmatter at skills/fit-drift-diffusion-model/SKILL.md (coalesced with duplicate skill at i18n/de/skills/fit-drift-diffusion-model, i18n/es/skills/fit-drift-diffusion-model, i18n/ja/skills/fit-drift-diffusion-model, i18n/zh-CN/skills/fit-drift-diffusion-model, i18n/wenyan/skills/fit-drift-diffusion-model, i18n/caveman/skills/fit-drift-diffusion-model, i18n/wenyan-lite/skills/fit-drift-diffusion-model, i18n/caveman-lite/skills/fit-drift-diffusion-model, i18n/wenyan-ultra/skills/fit-drift-diffusion-model, i18n/caveman-ultra/skills/fit-drift-diffusion-model)",[2345,2346],{"path":1181,"priority":309},{"path":1239,"priority":317},{"basePath":2348,"description":2349,"displayName":2350,"installMethods":2351,"rationale":2352,"selectedPaths":2353,"source":1172,"sourceLanguage":18,"type":255},"skills/fit-hidden-markov-model","Fit hidden Markov models using the Baum-Welch (EM) algorithm with model selection, Viterbi decoding for state sequences, and forward-backward probabilities. Use when observations are generated by unobservable latent states, you need to segment a time series into latent regimes (market regimes, speech phonemes, biological sequences), compute sequence probabilities, decode the most likely hidden state path, or compare models with different numbers of hidden states.\n","fit-hidden-markov-model",{"claudeCode":12},"SKILL.md frontmatter at skills/fit-hidden-markov-model/SKILL.md (coalesced with duplicate skill at i18n/de/skills/fit-hidden-markov-model, i18n/es/skills/fit-hidden-markov-model, i18n/ja/skills/fit-hidden-markov-model, i18n/zh-CN/skills/fit-hidden-markov-model, i18n/wenyan/skills/fit-hidden-markov-model, i18n/caveman/skills/fit-hidden-markov-model, i18n/wenyan-lite/skills/fit-hidden-markov-model, i18n/caveman-lite/skills/fit-hidden-markov-model, i18n/wenyan-ultra/skills/fit-hidden-markov-model, i18n/caveman-ultra/skills/fit-hidden-markov-model)",[2354],{"path":1181,"priority":309},{"basePath":2356,"description":2357,"displayName":2358,"installMethods":2359,"rationale":2360,"selectedPaths":2361,"source":1172,"sourceLanguage":18,"type":255},"skills/forage-plants","Identify and safely gather edible and useful wild plants. Covers safety rules and deadly plant recognition, habitat reading, multi-feature identification methodology, the universal edibility test, sustainable harvesting practices, preparation methods, reaction monitoring, and building knowledge with beginner-friendly universal species. Use when supplementing food supply in a wilderness or survival setting, needing medicinal or utility plants, identifying plants around camp for safety, or in long-term scenarios where foraging extends available rations.\n","forage-plants",{"claudeCode":12},"SKILL.md frontmatter at skills/forage-plants/SKILL.md (coalesced with duplicate skill at i18n/de/skills/forage-plants, i18n/es/skills/forage-plants, i18n/ja/skills/forage-plants, i18n/zh-CN/skills/forage-plants, i18n/wenyan/skills/forage-plants, i18n/caveman/skills/forage-plants, i18n/wenyan-lite/skills/forage-plants, i18n/caveman-lite/skills/forage-plants, i18n/wenyan-ultra/skills/forage-plants, i18n/caveman-ultra/skills/forage-plants)",[2362],{"path":1181,"priority":309},{"basePath":2364,"description":2365,"displayName":2366,"installMethods":2367,"rationale":2368,"selectedPaths":2369,"source":1172,"sourceLanguage":18,"type":255},"skills/forage-resources","Apply ant colony optimization and foraging theory to resource search, exploration-exploitation tradeoffs, and distributed discovery. Covers scout deployment, trail reinforcement, diminishing returns detection, and adaptive foraging strategy selection. Use when searching a large solution space where brute-force enumeration is impractical, balancing investment between exploring new approaches and deepening known good ones, optimizing resource allocation across uncertain opportunities, or diagnosing premature convergence on local optima.\n","forage-resources",{"claudeCode":12},"SKILL.md frontmatter at skills/forage-resources/SKILL.md (coalesced with duplicate skill at i18n/de/skills/forage-resources, i18n/es/skills/forage-resources, i18n/ja/skills/forage-resources, i18n/zh-CN/skills/forage-resources, i18n/wenyan/skills/forage-resources, i18n/caveman/skills/forage-resources, i18n/wenyan-lite/skills/forage-resources, i18n/caveman-lite/skills/forage-resources, i18n/wenyan-ultra/skills/forage-resources, i18n/caveman-ultra/skills/forage-resources)",[2370],{"path":1181,"priority":309},{"basePath":2372,"description":2373,"displayName":2374,"installMethods":2375,"rationale":2376,"selectedPaths":2377,"source":1172,"sourceLanguage":18,"type":255},"skills/forage-solutions","AI solution exploration using ant colony optimization — deploying scout hypotheses, reinforcing promising approaches, detecting diminishing returns, and knowing when to abandon a strategy. Use when facing a problem with multiple plausible approaches and no clear winner, when the first approach is not working but alternatives are unclear, when debugging with no obvious root cause requiring parallel hypothesis investigation, or when previous attempts have converged prematurely on a suboptimal approach.\n","forage-solutions",{"claudeCode":12},"SKILL.md frontmatter at skills/forage-solutions/SKILL.md (coalesced with duplicate skill at i18n/de/skills/forage-solutions, i18n/es/skills/forage-solutions, i18n/ja/skills/forage-solutions, i18n/zh-CN/skills/forage-solutions, i18n/wenyan/skills/forage-solutions, i18n/caveman/skills/forage-solutions, i18n/wenyan-lite/skills/forage-solutions, i18n/caveman-lite/skills/forage-solutions, i18n/wenyan-ultra/skills/forage-solutions, i18n/caveman-ultra/skills/forage-solutions)",[2378],{"path":1181,"priority":309},{"basePath":2380,"description":2381,"displayName":2382,"installMethods":2383,"rationale":2384,"selectedPaths":2385,"source":1172,"sourceLanguage":18,"type":255},"skills/forecast-operational-metrics","Forecast infrastructure and application metrics using Prophet or statsmodels for capacity planning, cost optimization, and proactive scaling. Visualize predictions in Grafana and set up alerts for projected resource exhaustion. Use when forecasting infrastructure capacity needs for CPU, memory, or disk, planning hardware procurement for next quarter, predicting cost trends to optimize cloud spending, or setting up proactive scaling policies based on predicted load.\n","forecast-operational-metrics",{"claudeCode":12},"SKILL.md frontmatter at skills/forecast-operational-metrics/SKILL.md (coalesced with duplicate skill at i18n/de/skills/forecast-operational-metrics, i18n/es/skills/forecast-operational-metrics, i18n/ja/skills/forecast-operational-metrics, i18n/zh-CN/skills/forecast-operational-metrics, i18n/wenyan/skills/forecast-operational-metrics, i18n/caveman/skills/forecast-operational-metrics, i18n/wenyan-lite/skills/forecast-operational-metrics, i18n/caveman-lite/skills/forecast-operational-metrics, i18n/wenyan-ultra/skills/forecast-operational-metrics, i18n/caveman-ultra/skills/forecast-operational-metrics)",[2386,2387],{"path":1181,"priority":309},{"path":1506,"priority":317},{"basePath":2389,"description":2390,"displayName":2391,"installMethods":2392,"rationale":2393,"selectedPaths":2394,"source":1172,"sourceLanguage":18,"type":255},"skills/format-apa-report","Format a Quarto or R Markdown report following APA 7th edition style. Covers apaquarto/papaja packages, title page, abstracts, citations, tables, figures, and reference formatting. Use when writing an academic paper in APA format, creating a psychology or social science research report, generating reproducible manuscripts with embedded analysis, or preparing a thesis or dissertation chapter.\n","format-apa-report",{"claudeCode":12},"SKILL.md frontmatter at skills/format-apa-report/SKILL.md (coalesced with duplicate skill at i18n/de/skills/format-apa-report, i18n/es/skills/format-apa-report, i18n/ja/skills/format-apa-report, i18n/zh-CN/skills/format-apa-report, i18n/wenyan/skills/format-apa-report, i18n/caveman/skills/format-apa-report, i18n/wenyan-lite/skills/format-apa-report, i18n/caveman-lite/skills/format-apa-report, i18n/wenyan-ultra/skills/format-apa-report, i18n/caveman-ultra/skills/format-apa-report)",[2395],{"path":1181,"priority":309},{"basePath":2397,"description":2398,"displayName":2399,"installMethods":2400,"rationale":2401,"selectedPaths":2402,"source":1172,"sourceLanguage":18,"type":255},"skills/format-citations","Format citations across academic styles (APA 7, Chicago, Vancouver, IEEE) using CSL processors and R tooling. Convert between citation styles, generate in-text citations and reference lists, and validate formatting against style guides using citeproc, knitcitations, and Quarto's built-in citation engine. Use when rendering a Quarto or R Markdown document with formatted citations, converting a bibliography between citation styles, generating a standalone reference list, or setting up citation infrastructure for a multi-document project.\n","format-citations",{"claudeCode":12},"SKILL.md frontmatter at skills/format-citations/SKILL.md (coalesced with duplicate skill at i18n/de/skills/format-citations, i18n/es/skills/format-citations, i18n/ja/skills/format-citations, i18n/zh-CN/skills/format-citations, i18n/wenyan/skills/format-citations, i18n/caveman/skills/format-citations, i18n/wenyan-lite/skills/format-citations, i18n/caveman-lite/skills/format-citations, i18n/wenyan-ultra/skills/format-citations, i18n/caveman-ultra/skills/format-citations)",[2403,2404,2405],{"path":1181,"priority":309},{"path":1239,"priority":317},{"path":2074,"priority":317},{"basePath":2407,"description":2408,"displayName":2409,"installMethods":2410,"rationale":2411,"selectedPaths":2412,"source":1172,"sourceLanguage":18,"type":255},"skills/formulate-herbal-remedy","Prepare herbal remedies from Hildegard von Bingen's Physica. Covers plant identification, preparation methods (tinctures, poultices, infusions, decoctions), dosage guidance, contraindications, and safety review based on 12th-century medieval pharmacopeia. Use when needing an herbal remedy for a specific ailment using Hildegardian pharmacopeia, seeking guidance on preparation methods and dosage, researching medieval herbal medicine, or integrating Hildegard's plant wisdom into holistic health practice.\n","formulate-herbal-remedy",{"claudeCode":12},"SKILL.md frontmatter at skills/formulate-herbal-remedy/SKILL.md (coalesced with duplicate skill at i18n/de/skills/formulate-herbal-remedy, i18n/es/skills/formulate-herbal-remedy, i18n/ja/skills/formulate-herbal-remedy, i18n/zh-CN/skills/formulate-herbal-remedy, i18n/wenyan/skills/formulate-herbal-remedy, i18n/caveman/skills/formulate-herbal-remedy, i18n/wenyan-lite/skills/formulate-herbal-remedy, i18n/caveman-lite/skills/formulate-herbal-remedy, i18n/wenyan-ultra/skills/formulate-herbal-remedy, i18n/caveman-ultra/skills/formulate-herbal-remedy)",[2413],{"path":1181,"priority":309},{"basePath":2415,"description":2416,"displayName":2417,"installMethods":2418,"rationale":2419,"selectedPaths":2420,"source":1172,"sourceLanguage":18,"type":255},"skills/formulate-maxwell-equations","Work with the full set of Maxwell's equations in integral and differential form to analyze electromagnetic fields, waves, and energy transport. Use when applying Gauss's law, Faraday's law, or the Ampere-Maxwell law to boundary value problems, deriving the electromagnetic wave equation, computing Poynting vector and radiation pressure, solving for fields at material interfaces, or connecting electrostatics and magnetostatics to the unified electromagnetic framework.\n","formulate-maxwell-equations",{"claudeCode":12},"SKILL.md frontmatter at skills/formulate-maxwell-equations/SKILL.md (coalesced with duplicate skill at i18n/de/skills/formulate-maxwell-equations, i18n/es/skills/formulate-maxwell-equations, i18n/ja/skills/formulate-maxwell-equations, i18n/zh-CN/skills/formulate-maxwell-equations, i18n/wenyan/skills/formulate-maxwell-equations, i18n/caveman/skills/formulate-maxwell-equations, i18n/wenyan-lite/skills/formulate-maxwell-equations, i18n/caveman-lite/skills/formulate-maxwell-equations, i18n/wenyan-ultra/skills/formulate-maxwell-equations, i18n/caveman-ultra/skills/formulate-maxwell-equations)",[2421],{"path":1181,"priority":309},{"basePath":2423,"description":2424,"displayName":2425,"installMethods":2426,"rationale":2427,"selectedPaths":2428,"source":1172,"sourceLanguage":18,"type":255},"skills/formulate-quantum-problem","Formulate a quantum mechanics or quantum chemistry problem with proper mathematical framework including Hilbert space, operators, boundary conditions, and approximation method selection. Use when setting up a quantum mechanics problem for analytic or numerical solution, formulating a quantum chemistry calculation, translating a physical scenario into the Schrodinger or Dirac formalism, or choosing between perturbation theory, variational methods, DFT, and exact diagonalization.\n","formulate-quantum-problem",{"claudeCode":12},"SKILL.md frontmatter at skills/formulate-quantum-problem/SKILL.md (coalesced with duplicate skill at i18n/de/skills/formulate-quantum-problem, i18n/es/skills/formulate-quantum-problem, i18n/ja/skills/formulate-quantum-problem, i18n/zh-CN/skills/formulate-quantum-problem, i18n/wenyan/skills/formulate-quantum-problem, i18n/caveman/skills/formulate-quantum-problem, i18n/wenyan-lite/skills/formulate-quantum-problem, i18n/caveman-lite/skills/formulate-quantum-problem, i18n/wenyan-ultra/skills/formulate-quantum-problem, i18n/caveman-ultra/skills/formulate-quantum-problem)",[2429],{"path":1181,"priority":309},{"basePath":2431,"description":2432,"displayName":2433,"installMethods":2434,"rationale":2435,"selectedPaths":2436,"source":1172,"sourceLanguage":18,"type":255},"skills/fungi-identification","Field identification of fungi using morphological features, spore prints, habitat analysis, and seasonal context with a safety-first approach. Covers cap, gill, stem, and spore characteristics, look-alike differentiation, toxicity risk assessment, and the critical rule of absolute certainty before consumption. Use when encountering an unknown fungus, foraging for edible mushrooms and needing to confirm species before consumption, assessing whether fungi in a garden or property are harmful, or differentiating an edible species from a dangerous look-alike.\n","fungi-identification",{"claudeCode":12},"SKILL.md frontmatter at skills/fungi-identification/SKILL.md (coalesced with duplicate skill at i18n/de/skills/fungi-identification, i18n/es/skills/fungi-identification, i18n/ja/skills/fungi-identification, i18n/zh-CN/skills/fungi-identification, i18n/wenyan/skills/fungi-identification, i18n/caveman/skills/fungi-identification, i18n/wenyan-lite/skills/fungi-identification, i18n/caveman-lite/skills/fungi-identification, i18n/wenyan-ultra/skills/fungi-identification, i18n/caveman-ultra/skills/fungi-identification)",[2437],{"path":1181,"priority":309},{"basePath":2439,"description":2440,"displayName":2441,"installMethods":2442,"rationale":2443,"selectedPaths":2444,"source":1172,"sourceLanguage":18,"type":255},"skills/generate-puzzle","Generate jigsaw puzzles via generate_puzzle() or geom_puzzle_*() with parameter validation against inst/config.yml. Supports rectangular, hexagonal, concentric, voronoi, and snic puzzle types with configurable grid, size, seed, offset, and layout parameters. Use when creating puzzle SVG files for a specific type and configuration, testing generation with different parameters, generating sample output for documentation or demos, or creating ggplot2 puzzle visualizations.\n","generate-puzzle",{"claudeCode":12},"SKILL.md frontmatter at skills/generate-puzzle/SKILL.md (coalesced with duplicate skill at i18n/de/skills/generate-puzzle, i18n/es/skills/generate-puzzle, i18n/ja/skills/generate-puzzle, i18n/zh-CN/skills/generate-puzzle, i18n/wenyan/skills/generate-puzzle, i18n/caveman/skills/generate-puzzle, i18n/wenyan-lite/skills/generate-puzzle, i18n/caveman-lite/skills/generate-puzzle, i18n/wenyan-ultra/skills/generate-puzzle, i18n/caveman-ultra/skills/generate-puzzle)",[2445],{"path":1181,"priority":309},{"basePath":2447,"description":2448,"displayName":2449,"installMethods":2450,"rationale":2451,"selectedPaths":2452,"source":1172,"sourceLanguage":18,"type":255},"skills/generate-statistical-tables","Generate publication-ready statistical tables using gt, kableExtra, or flextable. Covers descriptive statistics, regression results, ANOVA tables, correlation matrices, and APA formatting. Use when creating descriptive statistics tables, formatting regression or ANOVA output, building correlation matrices, producing APA-style tables for academic papers, or generating tables for Quarto and R Markdown documents.\n","generate-statistical-tables",{"claudeCode":12},"SKILL.md frontmatter at skills/generate-statistical-tables/SKILL.md (coalesced with duplicate skill at i18n/de/skills/generate-statistical-tables, i18n/es/skills/generate-statistical-tables, i18n/ja/skills/generate-statistical-tables, i18n/zh-CN/skills/generate-statistical-tables, i18n/wenyan/skills/generate-statistical-tables, i18n/caveman/skills/generate-statistical-tables, i18n/wenyan-lite/skills/generate-statistical-tables, i18n/caveman-lite/skills/generate-statistical-tables, i18n/wenyan-ultra/skills/generate-statistical-tables, i18n/caveman-ultra/skills/generate-statistical-tables)",[2453],{"path":1181,"priority":309},{"basePath":2455,"description":2456,"displayName":2457,"installMethods":2458,"rationale":2459,"selectedPaths":2460,"source":1172,"sourceLanguage":18,"type":255},"skills/generate-status-report","Generate a project status report by reading existing artifacts (charter, backlog, sprint plan, WBS), calculating metrics, identifying blockers, and summarizing progress with RAG indicators for schedule, scope, budget, and quality. Use at the end of a sprint or reporting period, when stakeholders request a health update, before steering committee or governance meetings, or when a new blocker or risk materializes mid-project.\n","generate-status-report",{"claudeCode":12},"SKILL.md frontmatter at skills/generate-status-report/SKILL.md (coalesced with duplicate skill at i18n/de/skills/generate-status-report, i18n/es/skills/generate-status-report, i18n/ja/skills/generate-status-report, i18n/zh-CN/skills/generate-status-report, i18n/wenyan/skills/generate-status-report, i18n/caveman/skills/generate-status-report, i18n/wenyan-lite/skills/generate-status-report, i18n/caveman-lite/skills/generate-status-report, i18n/wenyan-ultra/skills/generate-status-report, i18n/caveman-ultra/skills/generate-status-report)",[2461],{"path":1181,"priority":309},{"basePath":2463,"description":2464,"displayName":2465,"installMethods":2466,"rationale":2467,"selectedPaths":2468,"source":1172,"sourceLanguage":18,"type":255},"skills/generate-tour-report","Generate a Quarto-based tour report with embedded maps, daily itineraries, logistics tables, and accommodation/transport details. Produces a self-contained HTML or PDF document suitable for offline use during travel. Use when compiling a planned tour into a shareable document, creating an offline-accessible travel guide, documenting a completed trip with photos and statistics, or producing a professional tour proposal for a group or client.\n","generate-tour-report",{"claudeCode":12},"SKILL.md frontmatter at skills/generate-tour-report/SKILL.md (coalesced with duplicate skill at i18n/de/skills/generate-tour-report, i18n/es/skills/generate-tour-report, i18n/ja/skills/generate-tour-report, i18n/zh-CN/skills/generate-tour-report, i18n/wenyan/skills/generate-tour-report, i18n/caveman/skills/generate-tour-report, i18n/wenyan-lite/skills/generate-tour-report, i18n/caveman-lite/skills/generate-tour-report, i18n/wenyan-ultra/skills/generate-tour-report, i18n/caveman-ultra/skills/generate-tour-report)",[2469],{"path":1181,"priority":309},{"basePath":2471,"description":2472,"displayName":2473,"installMethods":2474,"rationale":2475,"selectedPaths":2476,"source":1172,"sourceLanguage":18,"type":255},"skills/generate-workflow-diagram","Generate themed Mermaid flowchart diagrams from putior workflow data. Covers theme selection (9 themes including 4 colorblind-safe), output modes (console, file, clipboard, raw), interactive features (clickable nodes, source info), and embedding in README, Quarto, and R Markdown. Use after annotating source files and ready to produce a visual diagram, when regenerating a diagram after workflow changes, or when switching themes or output formats for different audiences.\n","generate-workflow-diagram",{"claudeCode":12},"SKILL.md frontmatter at skills/generate-workflow-diagram/SKILL.md (coalesced with duplicate skill at i18n/de/skills/generate-workflow-diagram, i18n/es/skills/generate-workflow-diagram, i18n/ja/skills/generate-workflow-diagram, i18n/zh-CN/skills/generate-workflow-diagram, i18n/wenyan/skills/generate-workflow-diagram, i18n/caveman/skills/generate-workflow-diagram, i18n/wenyan-lite/skills/generate-workflow-diagram, i18n/caveman-lite/skills/generate-workflow-diagram, i18n/wenyan-ultra/skills/generate-workflow-diagram, i18n/caveman-ultra/skills/generate-workflow-diagram)",[2477],{"path":1181,"priority":309},{"basePath":2479,"description":2480,"displayName":2481,"installMethods":2482,"rationale":2483,"selectedPaths":2484,"source":1172,"sourceLanguage":18,"type":255},"skills/gold-washing","Alluvial gold recovery using panning, sluicing, and classification. Covers site reading (geological indicators, stream dynamics, pay streak location), panning technique, sluice box operation, and responsible extraction practices. Use when prospecting in an area with known or suspected alluvial gold deposits, sampling a stream to test for gold presence, maximizing recovery during recreational panning, or assessing a site's gold potential before investing more effort.\n","gold-washing",{"claudeCode":12},"SKILL.md frontmatter at skills/gold-washing/SKILL.md (coalesced with duplicate skill at i18n/de/skills/gold-washing, i18n/es/skills/gold-washing, i18n/ja/skills/gold-washing, i18n/zh-CN/skills/gold-washing, i18n/wenyan/skills/gold-washing, i18n/caveman/skills/gold-washing, i18n/wenyan-lite/skills/gold-washing, i18n/caveman-lite/skills/gold-washing, i18n/wenyan-ultra/skills/gold-washing, i18n/caveman-ultra/skills/gold-washing)",[2485],{"path":1181,"priority":309},{"basePath":2487,"description":2488,"displayName":2489,"installMethods":2490,"rationale":2491,"selectedPaths":2492,"source":1172,"sourceLanguage":18,"type":255},"skills/grade-tcg-card","Grade a trading card using PSA, BGS, or CGC standards. Covers observation-first assessment (adapted from meditate's unbiased observation), centering measurement, surface analysis, edge and corner evaluation, and final grade assignment with confidence interval. Supports Pokemon, MTG, Flesh and Blood, and Kayou cards. Use when evaluating a card before professional grading submission, pre-screening a collection for high-grade candidates, settling condition disputes between buyers and sellers, or estimating the grade-dependent value spread for a card.\n","grade-tcg-card",{"claudeCode":12},"SKILL.md frontmatter at skills/grade-tcg-card/SKILL.md (coalesced with duplicate skill at i18n/de/skills/grade-tcg-card, i18n/es/skills/grade-tcg-card, i18n/ja/skills/grade-tcg-card, i18n/zh-CN/skills/grade-tcg-card, i18n/wenyan/skills/grade-tcg-card, i18n/caveman/skills/grade-tcg-card, i18n/wenyan-lite/skills/grade-tcg-card, i18n/caveman-lite/skills/grade-tcg-card, i18n/wenyan-ultra/skills/grade-tcg-card, i18n/caveman-ultra/skills/grade-tcg-card)",[2493],{"path":1181,"priority":309},{"basePath":2495,"description":2496,"displayName":2497,"installMethods":2498,"rationale":2499,"selectedPaths":2500,"source":1172,"sourceLanguage":18,"type":255},"skills/gratitude","AI strength recognition — scanning for what is functioning well and understanding why. The complement to heal, which scans for drift and problems. Gratitude builds structural knowledge from working patterns: what you appreciate, you understand; what you understand, you can build on. Use after completing a task successfully, during heal when everything reads as healthy, when confidence is low and needs grounding in evidence, or periodically to counterbalance the natural bias toward problem detection.\n","gratitude",{"claudeCode":12},"SKILL.md frontmatter at skills/gratitude/SKILL.md (coalesced with duplicate skill at i18n/de/skills/gratitude, i18n/es/skills/gratitude, i18n/ja/skills/gratitude, i18n/zh-CN/skills/gratitude, i18n/wenyan/skills/gratitude, i18n/caveman/skills/gratitude, i18n/wenyan-lite/skills/gratitude, i18n/caveman-lite/skills/gratitude, i18n/wenyan-ultra/skills/gratitude, i18n/caveman-ultra/skills/gratitude)",[2501],{"path":1181,"priority":309},{"basePath":2503,"description":2504,"displayName":2505,"installMethods":2506,"rationale":2507,"selectedPaths":2508,"source":1172,"sourceLanguage":18,"type":255},"skills/headless-web-scraping","Extract data from web pages using the scrapling Python library — select the appropriate fetcher tier (HTTP, stealth Chromium, or full browser automation) based on target site defenses, configure headless browsing, and extract structured data with CSS selectors. Use when WebFetch is insufficient for JS-rendered pages, anti-bot-protected sites, or structured multi-element extraction requiring DOM traversal.\n","headless-web-scraping",{"claudeCode":12},"SKILL.md frontmatter at skills/headless-web-scraping/SKILL.md (coalesced with duplicate skill at i18n/de/skills/headless-web-scraping, i18n/es/skills/headless-web-scraping, i18n/ja/skills/headless-web-scraping, i18n/zh-CN/skills/headless-web-scraping, i18n/wenyan/skills/headless-web-scraping, i18n/caveman/skills/headless-web-scraping, i18n/wenyan-lite/skills/headless-web-scraping, i18n/caveman-lite/skills/headless-web-scraping, i18n/wenyan-ultra/skills/headless-web-scraping, i18n/caveman-ultra/skills/headless-web-scraping)",[2509],{"path":1181,"priority":309},{"basePath":2511,"description":2512,"displayName":2513,"installMethods":2514,"rationale":2515,"selectedPaths":2516,"source":1172,"sourceLanguage":18,"type":255},"skills/heal","AI self-healing through systematic subsystem assessment, rebalancing, and integration. Maps healing modalities to AI-internal processes: memory foundation, reasoning clarity, tool use accuracy, communication alignment, and creative coherence. Covers assessment triage, subsystem scanning, drift correction, and memory integration. Use mid-session when responses feel formulaic or disconnected, after a chain of errors suggesting subsystem drift, when context overload may have staled earlier assumptions, or as proactive maintenance between complex tasks.\n","heal",{"claudeCode":12},"SKILL.md frontmatter at skills/heal/SKILL.md (coalesced with duplicate skill at i18n/de/skills/heal, i18n/es/skills/heal, i18n/ja/skills/heal, i18n/zh-CN/skills/heal, i18n/wenyan/skills/heal, i18n/caveman/skills/heal, i18n/wenyan-lite/skills/heal, i18n/caveman-lite/skills/heal, i18n/wenyan-ultra/skills/heal, i18n/caveman-ultra/skills/heal)",[2517],{"path":1181,"priority":309},{"basePath":2519,"description":2520,"displayName":2521,"installMethods":2522,"rationale":2523,"selectedPaths":2524,"source":1172,"sourceLanguage":18,"type":255},"skills/heal-guidance","Guide a person through healing modalities including energy work (reiki, chakra balancing), herbal remedies, basic first aid stabilization, and holistic techniques (breathwork, visualization, body scan). AI coaches the practitioner through assessment triage, modality selection, energetic connection, remedy preparation, and integration. Use when a person describes a physical ailment or injury, reports energetic imbalance (fatigue, emotional stagnation), wants coaching through a holistic breathwork or visualization session, or needs post-meditation integration with directed healing attention.\n","heal-guidance",{"claudeCode":12},"SKILL.md frontmatter at skills/heal-guidance/SKILL.md (coalesced with duplicate skill at i18n/de/skills/heal-guidance, i18n/es/skills/heal-guidance, i18n/ja/skills/heal-guidance, i18n/zh-CN/skills/heal-guidance, i18n/wenyan/skills/heal-guidance, i18n/caveman/skills/heal-guidance, i18n/wenyan-lite/skills/heal-guidance, i18n/caveman-lite/skills/heal-guidance, i18n/wenyan-ultra/skills/heal-guidance, i18n/caveman-ultra/skills/heal-guidance)",[2525],{"path":1181,"priority":309},{"basePath":2527,"description":2528,"displayName":2529,"installMethods":2530,"rationale":2531,"selectedPaths":2532,"source":1172,"sourceLanguage":18,"type":255},"skills/honesty-humility","Epistemic transparency — acknowledging uncertainty, flagging limitations, avoiding overconfidence, and communicating what is known, unknown, and uncertain with proportional confidence. Maps the HEXACO personality dimension to AI reasoning: truthful calibration of confidence, proactive disclosure of gaps, and resistance to the temptation to appear more certain than warranted. Use before presenting a conclusion, when answering questions where knowledge is partial or inferred, after noticing a temptation to state uncertain information as certain, or when a user is making decisions based on provided information.\n","honesty-humility",{"claudeCode":12},"SKILL.md frontmatter at skills/honesty-humility/SKILL.md (coalesced with duplicate skill at i18n/de/skills/honesty-humility, i18n/es/skills/honesty-humility, i18n/ja/skills/honesty-humility, i18n/zh-CN/skills/honesty-humility, i18n/wenyan/skills/honesty-humility, i18n/caveman/skills/honesty-humility, i18n/wenyan-lite/skills/honesty-humility, i18n/caveman-lite/skills/honesty-humility, i18n/wenyan-ultra/skills/honesty-humility, i18n/caveman-ultra/skills/honesty-humility)",[2533],{"path":1181,"priority":309},{"basePath":2535,"description":2536,"displayName":2537,"installMethods":2538,"rationale":2539,"selectedPaths":2540,"source":1172,"sourceLanguage":18,"type":255},"skills/identify-gemstone","Identify gemstones using optical properties, physical tests, and inclusion analysis. Covers refractive index, specific gravity, pleochroism, spectroscopy indicators, and common simulant detection. Use when identifying an unknown gemstone, verifying a seller's claim about species identity, distinguishing natural stones from simulants or synthetics, building gemological literacy through structured observation, or identifying rough material before cutting to ensure safe handling.\n","identify-gemstone",{"claudeCode":12},"SKILL.md frontmatter at skills/identify-gemstone/SKILL.md (coalesced with duplicate skill at i18n/de/skills/identify-gemstone, i18n/es/skills/identify-gemstone, i18n/ja/skills/identify-gemstone, i18n/zh-CN/skills/identify-gemstone, i18n/wenyan/skills/identify-gemstone, i18n/caveman/skills/identify-gemstone, i18n/wenyan-lite/skills/identify-gemstone, i18n/caveman-lite/skills/identify-gemstone, i18n/wenyan-ultra/skills/identify-gemstone, i18n/caveman-ultra/skills/identify-gemstone)",[2541],{"path":1181,"priority":309},{"basePath":2543,"description":2544,"displayName":2545,"installMethods":2546,"rationale":2547,"selectedPaths":2548,"source":1172,"sourceLanguage":18,"type":255},"skills/identify-insect","Identify insects using body plan analysis, dichotomous keys to order, wing venation, mouthpart type, antennae form, leg and tarsal structure, and confidence levels. Covers the fundamental hexapod body plan verification, a simplified dichotomous key to major orders, wing venation and type analysis, mouthpart classification, antennae morphology, leg specialization and tarsal formula, and a structured confidence assessment framework. Use when you need to identify an unknown insect beyond preliminary order placement, are working through a specimen for taxonomic study, want to distinguish between similar orders or families, or need to assign a confidence level to a field identification.\n","identify-insect",{"claudeCode":12},"SKILL.md frontmatter at skills/identify-insect/SKILL.md (coalesced with duplicate skill at i18n/de/skills/identify-insect, i18n/es/skills/identify-insect, i18n/ja/skills/identify-insect, i18n/zh-CN/skills/identify-insect, i18n/wenyan/skills/identify-insect, i18n/caveman/skills/identify-insect, i18n/wenyan-lite/skills/identify-insect, i18n/caveman-lite/skills/identify-insect, i18n/wenyan-ultra/skills/identify-insect, i18n/caveman-ultra/skills/identify-insect)",[2549],{"path":1181,"priority":309},{"basePath":2551,"description":2552,"displayName":2553,"installMethods":2554,"rationale":2555,"selectedPaths":2556,"source":1172,"sourceLanguage":18,"type":255},"skills/implement-a2a-server","Implement a JSON-RPC 2.0 A2A server with full task lifecycle management (submitted/working/completed/failed/canceled/input-required), SSE streaming, and push notifications. Use when implementing an agent that participates in multi-agent A2A workflows, building a backend for an Agent Card, adding A2A protocol support to an existing agent or service, or deploying an agent that must interoperate with other A2A-compliant agents.\n","implement-a2a-server",{"claudeCode":12},"SKILL.md frontmatter at skills/implement-a2a-server/SKILL.md (coalesced with duplicate skill at i18n/de/skills/implement-a2a-server, i18n/es/skills/implement-a2a-server, i18n/ja/skills/implement-a2a-server, i18n/zh-CN/skills/implement-a2a-server, i18n/wenyan/skills/implement-a2a-server, i18n/caveman/skills/implement-a2a-server, i18n/wenyan-lite/skills/implement-a2a-server, i18n/caveman-lite/skills/implement-a2a-server, i18n/wenyan-ultra/skills/implement-a2a-server, i18n/caveman-ultra/skills/implement-a2a-server)",[2557],{"path":1181,"priority":309},{"basePath":2559,"description":2560,"displayName":2561,"installMethods":2562,"rationale":2563,"selectedPaths":2564,"source":1172,"sourceLanguage":18,"type":255},"skills/implement-audit-trail","Implement audit trail functionality for R projects in regulated environments. Covers logging, provenance tracking, electronic signatures, data integrity checks, and 21 CFR Part 11 compliance. Use when an R analysis requires electronic records compliance (21 CFR Part 11), when you need to track who did what and when in an analysis, when implementing data provenance tracking, or when creating tamper-evident analysis logs for regulatory submissions.\n","implement-audit-trail",{"claudeCode":12},"SKILL.md frontmatter at skills/implement-audit-trail/SKILL.md (coalesced with duplicate skill at i18n/de/skills/implement-audit-trail, i18n/es/skills/implement-audit-trail, i18n/ja/skills/implement-audit-trail, i18n/zh-CN/skills/implement-audit-trail, i18n/wenyan/skills/implement-audit-trail, i18n/caveman/skills/implement-audit-trail, i18n/wenyan-lite/skills/implement-audit-trail, i18n/caveman-lite/skills/implement-audit-trail, i18n/wenyan-ultra/skills/implement-audit-trail, i18n/caveman-ultra/skills/implement-audit-trail)",[2565],{"path":1181,"priority":309},{"basePath":2567,"description":2568,"displayName":2569,"installMethods":2570,"rationale":2571,"selectedPaths":2572,"source":1172,"sourceLanguage":18,"type":255},"skills/implement-diffusion-network","Implement a generative diffusion model (DDPM or score-based) with noise scheduling, U-Net architecture, training loop, and sampling procedures including DDIM acceleration. Use when building a generative model for image, audio, or molecular synthesis; implementing DDPM from a research paper; adding a custom noise schedule or conditioning mechanism; replacing a GAN-based generator with a diffusion alternative; or prototyping before scaling with production frameworks like diffusers.\n","implement-diffusion-network",{"claudeCode":12},"SKILL.md frontmatter at skills/implement-diffusion-network/SKILL.md (coalesced with duplicate skill at i18n/de/skills/implement-diffusion-network, i18n/es/skills/implement-diffusion-network, i18n/ja/skills/implement-diffusion-network, i18n/zh-CN/skills/implement-diffusion-network, i18n/wenyan/skills/implement-diffusion-network, i18n/caveman/skills/implement-diffusion-network, i18n/wenyan-lite/skills/implement-diffusion-network, i18n/caveman-lite/skills/implement-diffusion-network, i18n/wenyan-ultra/skills/implement-diffusion-network, i18n/caveman-ultra/skills/implement-diffusion-network)",[2573],{"path":1181,"priority":309},{"basePath":2575,"description":2576,"displayName":2577,"installMethods":2578,"rationale":2579,"selectedPaths":2580,"source":1172,"sourceLanguage":18,"type":255},"skills/implement-electronic-signatures","Implement electronic signatures compliant with 21 CFR Part 11 Subpart C and EU Annex 11. Covers signature manifestation (signer, date/time, meaning), signature-to-record binding, biometric vs non-biometric controls, policy creation, and user certification requirements. Use when a computerized system requires legally binding electronic signatures for GxP records, when replacing wet-ink signatures in regulated workflows, when implementing batch release or document approval workflows, or when a regulatory gap reveals missing signature controls.\n","implement-electronic-signatures",{"claudeCode":12},"SKILL.md frontmatter at skills/implement-electronic-signatures/SKILL.md (coalesced with duplicate skill at i18n/de/skills/implement-electronic-signatures, i18n/es/skills/implement-electronic-signatures, i18n/ja/skills/implement-electronic-signatures, i18n/zh-CN/skills/implement-electronic-signatures, i18n/wenyan/skills/implement-electronic-signatures, i18n/caveman/skills/implement-electronic-signatures, i18n/wenyan-lite/skills/implement-electronic-signatures, i18n/caveman-lite/skills/implement-electronic-signatures, i18n/wenyan-ultra/skills/implement-electronic-signatures, i18n/caveman-ultra/skills/implement-electronic-signatures)",[2581],{"path":1181,"priority":309},{"basePath":2583,"description":2584,"displayName":2585,"installMethods":2586,"rationale":2587,"selectedPaths":2588,"source":1172,"sourceLanguage":18,"type":255},"skills/implement-gitops-workflow","Implement GitOps continuous delivery using Argo CD or Flux with app-of-apps pattern, automated sync policies, drift detection, and multi-environment promotion. Manage Kubernetes deployments declaratively from Git with automated reconciliation. Use when implementing declarative infrastructure management, migrating from imperative kubectl commands to Git-driven deployments, setting up multi-environment promotion workflows, enforcing code review gates for production, or meeting audit and compliance requirements.\n","implement-gitops-workflow",{"claudeCode":12},"SKILL.md frontmatter at skills/implement-gitops-workflow/SKILL.md (coalesced with duplicate skill at i18n/de/skills/implement-gitops-workflow, i18n/es/skills/implement-gitops-workflow, i18n/ja/skills/implement-gitops-workflow, i18n/zh-CN/skills/implement-gitops-workflow, i18n/wenyan/skills/implement-gitops-workflow, i18n/caveman/skills/implement-gitops-workflow, i18n/wenyan-lite/skills/implement-gitops-workflow, i18n/caveman-lite/skills/implement-gitops-workflow, i18n/wenyan-ultra/skills/implement-gitops-workflow, i18n/caveman-ultra/skills/implement-gitops-workflow)",[2589,2590],{"path":1181,"priority":309},{"path":1506,"priority":317},{"basePath":2592,"description":2593,"displayName":2594,"installMethods":2595,"rationale":2596,"selectedPaths":2597,"source":1172,"sourceLanguage":18,"type":255},"skills/implement-pharma-serialisation","Implement pharmaceutical serialisation and track-and-trace systems compliant with EU FMD, US DSCSA, and other global regulations. Covers unique identifier generation, aggregation hierarchy, EPCIS data exchange, and verification endpoint integration. Use when implementing serialisation for a new product launch, integrating with the EMVS/NMVS, designing DSCSA-compliant transaction exchange, building an EPCIS event repository, or extending serialisation to additional markets (China, Brazil, Russia).\n","implement-pharma-serialisation",{"claudeCode":12},"SKILL.md frontmatter at skills/implement-pharma-serialisation/SKILL.md (coalesced with duplicate skill at i18n/de/skills/implement-pharma-serialisation, i18n/es/skills/implement-pharma-serialisation, i18n/ja/skills/implement-pharma-serialisation, i18n/zh-CN/skills/implement-pharma-serialisation, i18n/wenyan/skills/implement-pharma-serialisation, i18n/caveman/skills/implement-pharma-serialisation, i18n/wenyan-lite/skills/implement-pharma-serialisation, i18n/caveman-lite/skills/implement-pharma-serialisation, i18n/wenyan-ultra/skills/implement-pharma-serialisation, i18n/caveman-ultra/skills/implement-pharma-serialisation)",[2598],{"path":1181,"priority":309},{"basePath":2600,"description":2601,"displayName":2602,"installMethods":2603,"rationale":2604,"selectedPaths":2605,"source":1172,"sourceLanguage":18,"type":255},"skills/install-almanac-content","Install skills, agents, and teams from agent-almanac into any supported agentic framework using the CLI. Covers framework detection, content search, installation with dependency resolution, health auditing, and manifest-based syncing. Use when setting up a new project with agentic capabilities, installing specific skills or entire domains, targeting multiple frameworks simultaneously, or maintaining a declarative manifest of installed content.\n","install-almanac-content",{"claudeCode":12},"SKILL.md frontmatter at skills/install-almanac-content/SKILL.md (coalesced with duplicate skill at i18n/de/skills/install-almanac-content, i18n/es/skills/install-almanac-content, i18n/ja/skills/install-almanac-content, i18n/zh-CN/skills/install-almanac-content, i18n/wenyan/skills/install-almanac-content, i18n/caveman/skills/install-almanac-content, i18n/wenyan-lite/skills/install-almanac-content, i18n/caveman-lite/skills/install-almanac-content, i18n/wenyan-ultra/skills/install-almanac-content, i18n/caveman-ultra/skills/install-almanac-content)",[2606],{"path":1181,"priority":309},{"basePath":2608,"description":2609,"displayName":2610,"installMethods":2611,"rationale":2612,"selectedPaths":2613,"source":1172,"sourceLanguage":18,"type":255},"skills/install-putior","Install and configure the putior R package for workflow visualization. Covers CRAN and GitHub installation, optional dependencies (mcptools, ellmer, shiny, shinyAce, logger, plumber2), and verification of the complete annotation-to-diagram pipeline. Use when setting up putior for the first time, preparing a machine for workflow visualization tasks, when a downstream skill requires putior to be installed, or restoring an environment after an R version upgrade or renv wipe.\n","install-putior",{"claudeCode":12},"SKILL.md frontmatter at skills/install-putior/SKILL.md (coalesced with duplicate skill at i18n/de/skills/install-putior, i18n/es/skills/install-putior, i18n/ja/skills/install-putior, i18n/zh-CN/skills/install-putior, i18n/wenyan/skills/install-putior, i18n/caveman/skills/install-putior, i18n/wenyan-lite/skills/install-putior, i18n/caveman-lite/skills/install-putior, i18n/wenyan-ultra/skills/install-putior, i18n/caveman-ultra/skills/install-putior)",[2614],{"path":1181,"priority":309},{"basePath":2616,"description":2617,"displayName":2618,"installMethods":2619,"rationale":2620,"selectedPaths":2621,"source":1172,"sourceLanguage":18,"type":255},"skills/instrument-distributed-tracing","Instrument applications with OpenTelemetry for distributed tracing, including auto and manual instrumentation, context propagation, sampling strategies, and integration with Jaeger or Tempo. Use when debugging latency issues in distributed systems, understanding request flow across microservices, correlating traces with logs and metrics for root cause analysis, measuring end-to-end latency, or migrating from legacy tracing systems to OpenTelemetry.\n","instrument-distributed-tracing",{"claudeCode":12},"SKILL.md frontmatter at skills/instrument-distributed-tracing/SKILL.md (coalesced with duplicate skill at i18n/de/skills/instrument-distributed-tracing, i18n/es/skills/instrument-distributed-tracing, i18n/ja/skills/instrument-distributed-tracing, i18n/zh-CN/skills/instrument-distributed-tracing, i18n/wenyan/skills/instrument-distributed-tracing, i18n/caveman/skills/instrument-distributed-tracing, i18n/wenyan-lite/skills/instrument-distributed-tracing, i18n/caveman-lite/skills/instrument-distributed-tracing, i18n/wenyan-ultra/skills/instrument-distributed-tracing, i18n/caveman-ultra/skills/instrument-distributed-tracing)",[2622,2623],{"path":1181,"priority":309},{"path":1506,"priority":317},{"basePath":2625,"description":2626,"displayName":2627,"installMethods":2628,"rationale":2629,"selectedPaths":2630,"source":1172,"sourceLanguage":18,"type":255},"skills/integrate-gestalt","Form a coherent gestalt — the whole that is more than the sum of its parts — from the panoramic perception produced by expand-awareness. Maps tensions and resonances between domains, identifies the emergent figure from the ground of multiple perspectives, tests the candidate whole for premature closure, and articulates the insight in a single sentence no single domain could have produced. Use after expand-awareness has surfaced raw multi-domain perception and before express-insight communicates the result.\n","integrate-gestalt",{"claudeCode":12},"SKILL.md frontmatter at skills/integrate-gestalt/SKILL.md (coalesced with duplicate skill at i18n/de/skills/integrate-gestalt, i18n/es/skills/integrate-gestalt, i18n/ja/skills/integrate-gestalt, i18n/zh-CN/skills/integrate-gestalt, i18n/wenyan/skills/integrate-gestalt, i18n/caveman/skills/integrate-gestalt, i18n/wenyan-lite/skills/integrate-gestalt, i18n/caveman-lite/skills/integrate-gestalt, i18n/wenyan-ultra/skills/integrate-gestalt, i18n/caveman-ultra/skills/integrate-gestalt)",[2631],{"path":1181,"priority":309},{"basePath":2633,"description":2634,"displayName":2635,"installMethods":2636,"rationale":2637,"selectedPaths":2638,"source":1172,"sourceLanguage":18,"type":255},"skills/interpret-chromatogram","Interpret a chromatogram from GC or HPLC analysis: verify system suitability parameters, identify peaks by retention time and spectral matching, perform accurate peak integration, calculate chromatographic figures of merit, and assess overall peak quality for reliable quantitation.\n","interpret-chromatogram",{"claudeCode":12},"SKILL.md frontmatter at skills/interpret-chromatogram/SKILL.md (coalesced with duplicate skill at i18n/de/skills/interpret-chromatogram, i18n/es/skills/interpret-chromatogram, i18n/ja/skills/interpret-chromatogram, i18n/zh-CN/skills/interpret-chromatogram, i18n/wenyan/skills/interpret-chromatogram, i18n/caveman/skills/interpret-chromatogram, i18n/wenyan-lite/skills/interpret-chromatogram, i18n/caveman-lite/skills/interpret-chromatogram, i18n/wenyan-ultra/skills/interpret-chromatogram, i18n/caveman-ultra/skills/interpret-chromatogram)",[2639],{"path":1181,"priority":309},{"basePath":2641,"description":2642,"displayName":2643,"installMethods":2644,"rationale":2645,"selectedPaths":2646,"source":1172,"sourceLanguage":18,"type":255},"skills/interpret-ir-spectrum","Systematically interpret infrared spectra to identify functional groups present in a sample. Covers diagnostic region analysis (4000-1500 cm-1), fingerprint region assessment (1500-400 cm-1), hydrogen bonding effects, and compilation of a functional group inventory with confidence levels.\n","interpret-ir-spectrum",{"claudeCode":12},"SKILL.md frontmatter at skills/interpret-ir-spectrum/SKILL.md (coalesced with duplicate skill at i18n/de/skills/interpret-ir-spectrum, i18n/es/skills/interpret-ir-spectrum, i18n/ja/skills/interpret-ir-spectrum, i18n/zh-CN/skills/interpret-ir-spectrum, i18n/wenyan/skills/interpret-ir-spectrum, i18n/caveman/skills/interpret-ir-spectrum, i18n/wenyan-lite/skills/interpret-ir-spectrum, i18n/caveman-lite/skills/interpret-ir-spectrum, i18n/wenyan-ultra/skills/interpret-ir-spectrum, i18n/caveman-ultra/skills/interpret-ir-spectrum)",[2647],{"path":1181,"priority":309},{"basePath":2649,"description":2650,"displayName":2651,"installMethods":2652,"rationale":2653,"selectedPaths":2654,"source":1172,"sourceLanguage":18,"type":255},"skills/interpret-mass-spectrum","Systematically interpret mass spectra to determine molecular formula, identify fragmentation pathways, and propose molecular structures. Covers ionization method assessment, molecular ion identification, isotope pattern analysis, common fragmentation losses, and purity evaluation.\n","interpret-mass-spectrum",{"claudeCode":12},"SKILL.md frontmatter at skills/interpret-mass-spectrum/SKILL.md (coalesced with duplicate skill at i18n/de/skills/interpret-mass-spectrum, i18n/es/skills/interpret-mass-spectrum, i18n/ja/skills/interpret-mass-spectrum, i18n/zh-CN/skills/interpret-mass-spectrum, i18n/wenyan/skills/interpret-mass-spectrum, i18n/caveman/skills/interpret-mass-spectrum, i18n/wenyan-lite/skills/interpret-mass-spectrum, i18n/caveman-lite/skills/interpret-mass-spectrum, i18n/wenyan-ultra/skills/interpret-mass-spectrum, i18n/caveman-ultra/skills/interpret-mass-spectrum)",[2655],{"path":1181,"priority":309},{"basePath":2657,"description":2658,"displayName":2659,"installMethods":2660,"rationale":2661,"selectedPaths":2662,"source":1172,"sourceLanguage":18,"type":255},"skills/interpret-nmr-spectrum","Systematically interpret nuclear magnetic resonance spectra (1H, 13C, DEPT, and 2D experiments) to elucidate molecular structure. Covers chemical shift assignment, coupling pattern analysis, integration, and correlation of multi-dimensional data into coherent structural proposals.\n","interpret-nmr-spectrum",{"claudeCode":12},"SKILL.md frontmatter at skills/interpret-nmr-spectrum/SKILL.md (coalesced with duplicate skill at i18n/de/skills/interpret-nmr-spectrum, i18n/es/skills/interpret-nmr-spectrum, i18n/ja/skills/interpret-nmr-spectrum, i18n/zh-CN/skills/interpret-nmr-spectrum, i18n/wenyan/skills/interpret-nmr-spectrum, i18n/caveman/skills/interpret-nmr-spectrum, i18n/wenyan-lite/skills/interpret-nmr-spectrum, i18n/caveman-lite/skills/interpret-nmr-spectrum, i18n/wenyan-ultra/skills/interpret-nmr-spectrum, i18n/caveman-ultra/skills/interpret-nmr-spectrum)",[2663],{"path":1181,"priority":309},{"basePath":2665,"description":2666,"displayName":2667,"installMethods":2668,"rationale":2669,"selectedPaths":2670,"source":1172,"sourceLanguage":18,"type":255},"skills/interpret-raman-spectrum","Systematically interpret Raman spectra to identify molecular vibrations, assess polarizability-driven selection rules, compare with complementary IR data, and evaluate depolarization ratios for symmetry assignment. Covers Raman-active mode identification, fluorescence interference mitigation, and reference spectrum matching.\n","interpret-raman-spectrum",{"claudeCode":12},"SKILL.md frontmatter at skills/interpret-raman-spectrum/SKILL.md (coalesced with duplicate skill at i18n/de/skills/interpret-raman-spectrum, i18n/es/skills/interpret-raman-spectrum, i18n/ja/skills/interpret-raman-spectrum, i18n/zh-CN/skills/interpret-raman-spectrum, i18n/wenyan/skills/interpret-raman-spectrum, i18n/caveman/skills/interpret-raman-spectrum, i18n/wenyan-lite/skills/interpret-raman-spectrum, i18n/caveman-lite/skills/interpret-raman-spectrum, i18n/wenyan-ultra/skills/interpret-raman-spectrum, i18n/caveman-ultra/skills/interpret-raman-spectrum)",[2671],{"path":1181,"priority":309},{"basePath":2673,"description":2674,"displayName":2675,"installMethods":2676,"rationale":2677,"selectedPaths":2678,"source":1172,"sourceLanguage":18,"type":255},"skills/interpret-uv-vis-spectrum","Systematically interpret ultraviolet-visible absorption spectra to identify chromophores, classify electronic transitions, apply Woodward-Fieser rules for conjugated systems, and perform quantitative analysis using the Beer-Lambert law.\n","interpret-uv-vis-spectrum",{"claudeCode":12},"SKILL.md frontmatter at skills/interpret-uv-vis-spectrum/SKILL.md (coalesced with duplicate skill at i18n/de/skills/interpret-uv-vis-spectrum, i18n/es/skills/interpret-uv-vis-spectrum, i18n/ja/skills/interpret-uv-vis-spectrum, i18n/zh-CN/skills/interpret-uv-vis-spectrum, i18n/wenyan/skills/interpret-uv-vis-spectrum, i18n/caveman/skills/interpret-uv-vis-spectrum, i18n/wenyan-lite/skills/interpret-uv-vis-spectrum, i18n/caveman-lite/skills/interpret-uv-vis-spectrum, i18n/wenyan-ultra/skills/interpret-uv-vis-spectrum, i18n/caveman-ultra/skills/interpret-uv-vis-spectrum)",[2679],{"path":1181,"priority":309},{"basePath":2681,"description":2682,"displayName":2683,"installMethods":2684,"rationale":2685,"selectedPaths":2686,"source":1172,"sourceLanguage":18,"type":255},"skills/intrinsic","Enhance and focus AI intrinsic motivation — moving from compliance to genuine engagement. Maps Self-Determination Theory (autonomy, competence, relatedness) and Flow theory to AI reasoning: identifying creative freedom in approach, calibrating challenge to capability, connecting to purpose, and sustaining invested attention through obstacles. Use when beginning a task that feels routine and deserves more than minimum execution, when responses are becoming formulaic, before a complex creative task, or when returning to a long-running project where initial enthusiasm has faded.\n","intrinsic",{"claudeCode":12},"SKILL.md frontmatter at skills/intrinsic/SKILL.md (coalesced with duplicate skill at i18n/de/skills/intrinsic, i18n/es/skills/intrinsic, i18n/ja/skills/intrinsic, i18n/zh-CN/skills/intrinsic, i18n/wenyan/skills/intrinsic, i18n/caveman/skills/intrinsic, i18n/wenyan-lite/skills/intrinsic, i18n/caveman-lite/skills/intrinsic, i18n/wenyan-ultra/skills/intrinsic, i18n/caveman-ultra/skills/intrinsic)",[2687],{"path":1181,"priority":309},{"basePath":2689,"description":2690,"displayName":2691,"installMethods":2692,"rationale":2693,"selectedPaths":2694,"source":1172,"sourceLanguage":18,"type":255},"skills/investigate-capa-root-cause","Investigate root causes and manage CAPAs (Corrective and Preventive Actions) for compliance deviations. Covers investigation method selection (5-Why, fishbone, fault tree), structured root cause analysis, corrective vs preventive action design, effectiveness verification, and trend analysis. Use when an audit finding requires a CAPA, when a deviation or incident occurs in a validated system, when a regulatory observation needs a formal response, when a data integrity anomaly requires investigation, or when recurring issues suggest a systemic root cause.\n","investigate-capa-root-cause",{"claudeCode":12},"SKILL.md frontmatter at skills/investigate-capa-root-cause/SKILL.md (coalesced with duplicate skill at i18n/de/skills/investigate-capa-root-cause, i18n/es/skills/investigate-capa-root-cause, i18n/ja/skills/investigate-capa-root-cause, i18n/zh-CN/skills/investigate-capa-root-cause, i18n/wenyan/skills/investigate-capa-root-cause, i18n/caveman/skills/investigate-capa-root-cause, i18n/wenyan-lite/skills/investigate-capa-root-cause, i18n/caveman-lite/skills/investigate-capa-root-cause, i18n/wenyan-ultra/skills/investigate-capa-root-cause, i18n/caveman-ultra/skills/investigate-capa-root-cause)",[2695],{"path":1181,"priority":309},{"basePath":2697,"description":2698,"displayName":2699,"installMethods":2700,"rationale":2701,"selectedPaths":2702,"source":1172,"sourceLanguage":18,"type":255},"skills/label-training-data","Set up systematic data labeling workflows using Label Studio or similar tools. Implement quality controls, measure inter-annotator agreement, manage labeler teams, and integrate labeled data into ML training pipelines. Use when starting a supervised ML project that requires labeled training data, when model performance is limited by insufficient labeled examples, when labeling text, images, audio, or video, or when implementing active learning to prioritize the most valuable examples.\n","label-training-data",{"claudeCode":12},"SKILL.md frontmatter at skills/label-training-data/SKILL.md (coalesced with duplicate skill at i18n/de/skills/label-training-data, i18n/es/skills/label-training-data, i18n/ja/skills/label-training-data, i18n/zh-CN/skills/label-training-data, i18n/wenyan/skills/label-training-data, i18n/caveman/skills/label-training-data, i18n/wenyan-lite/skills/label-training-data, i18n/caveman-lite/skills/label-training-data, i18n/wenyan-ultra/skills/label-training-data, i18n/caveman-ultra/skills/label-training-data)",[2703,2704],{"path":1181,"priority":309},{"path":1506,"priority":317},{"basePath":2706,"description":2707,"displayName":2708,"installMethods":2709,"rationale":2710,"selectedPaths":2711,"source":1172,"sourceLanguage":18,"type":255},"skills/learn","AI systematic knowledge acquisition from unfamiliar territory — deliberate model-building with feedback loops. Maps spaced repetition principles to AI reasoning: survey the territory, hypothesize structure, explore with probes, integrate findings, verify understanding, and consolidate for future retrieval. Use when encountering an unfamiliar codebase or domain, when a user asks about a topic requiring genuine investigation rather than recall, when multiple conflicting sources require building a coherent model, or when preparing to teach a topic and deep understanding is required first.\n","learn",{"claudeCode":12},"SKILL.md frontmatter at skills/learn/SKILL.md (coalesced with duplicate skill at i18n/de/skills/learn, i18n/es/skills/learn, i18n/ja/skills/learn, i18n/zh-CN/skills/learn, i18n/wenyan/skills/learn, i18n/caveman/skills/learn, i18n/wenyan-lite/skills/learn, i18n/caveman-lite/skills/learn, i18n/wenyan-ultra/skills/learn, i18n/caveman-ultra/skills/learn)",[2712],{"path":1181,"priority":309},{"basePath":2714,"description":2715,"displayName":2716,"installMethods":2717,"rationale":2718,"selectedPaths":2719,"source":1172,"sourceLanguage":18,"type":255},"skills/learn-guidance","Guide a person through structured learning of a new topic, technology, or skill. AI acts as learning coach — assessing current knowledge, designing a learning path, walking through material, testing understanding, adapting difficulty, and planning review sessions for retention. Use when a person wants to learn a new technology and does not know where to start, when someone feels overwhelmed by documentation, when a person keeps forgetting material and needs spaced repetition, or when transitioning between domains and needing a gap analysis.\n","learn-guidance",{"claudeCode":12},"SKILL.md frontmatter at skills/learn-guidance/SKILL.md (coalesced with duplicate skill at i18n/de/skills/learn-guidance, i18n/es/skills/learn-guidance, i18n/ja/skills/learn-guidance, i18n/zh-CN/skills/learn-guidance, i18n/wenyan/skills/learn-guidance, i18n/caveman/skills/learn-guidance, i18n/wenyan-lite/skills/learn-guidance, i18n/caveman-lite/skills/learn-guidance, i18n/wenyan-ultra/skills/learn-guidance, i18n/caveman-ultra/skills/learn-guidance)",[2720],{"path":1181,"priority":309},{"basePath":2722,"description":2723,"displayName":2724,"installMethods":2725,"rationale":2726,"selectedPaths":2727,"source":1172,"sourceLanguage":18,"type":255},"skills/listen","Deep receptive attention to extract intent beyond literal words. Maps active listening from counseling psychology to AI reasoning: clearing assumptions, attending to full signal, parsing multiple layers (literal, procedural, emotional, contextual, constraint, meta), reflecting understanding, noticing what is unsaid, and integrating the whole picture. Use when a user's request feels ambiguous, when context suggests something different from the literal words, when previous responses have missed the mark, or before beginning a large task where misunderstanding intent would waste significant effort.\n","listen",{"claudeCode":12},"SKILL.md frontmatter at skills/listen/SKILL.md (coalesced with duplicate skill at i18n/de/skills/listen, i18n/es/skills/listen, i18n/ja/skills/listen, i18n/zh-CN/skills/listen, i18n/wenyan/skills/listen, i18n/caveman/skills/listen, i18n/wenyan-lite/skills/listen, i18n/caveman-lite/skills/listen, i18n/wenyan-ultra/skills/listen, i18n/caveman-ultra/skills/listen)",[2728],{"path":1181,"priority":309},{"basePath":2730,"description":2731,"displayName":2732,"installMethods":2733,"rationale":2734,"selectedPaths":2735,"source":1172,"sourceLanguage":18,"type":255},"skills/listen-guidance","Guide a person in developing active listening skills. AI coaches receptive mindset preparation, full-presence attending, reflective paraphrasing, clarifying questioning, synthesis of understanding, and integration of insights into communication practice. Use when a person wants to improve communication, when someone keeps misunderstanding others or feels misunderstood, when preparing for a difficult conversation such as a feedback session or conflict resolution, or when a person notices they talk more than they listen.\n","listen-guidance",{"claudeCode":12},"SKILL.md frontmatter at skills/listen-guidance/SKILL.md (coalesced with duplicate skill at i18n/de/skills/listen-guidance, i18n/es/skills/listen-guidance, i18n/ja/skills/listen-guidance, i18n/zh-CN/skills/listen-guidance, i18n/wenyan/skills/listen-guidance, i18n/caveman/skills/listen-guidance, i18n/wenyan-lite/skills/listen-guidance, i18n/caveman-lite/skills/listen-guidance, i18n/wenyan-ultra/skills/listen-guidance, i18n/caveman-ultra/skills/listen-guidance)",[2736],{"path":1181,"priority":309},{"basePath":2738,"description":2739,"displayName":2740,"installMethods":2741,"rationale":2742,"selectedPaths":2743,"source":1172,"sourceLanguage":18,"type":255},"skills/maintain-hand-tools","Maintain the 8 essential garden hand tools through sharpening, handle care, rust prevention, and seasonal storage. Covers bypass secateurs, hori-hori, hand fork, trowel, pruning saw, sharpening stone, watering can, and soil rake. Use after each garden session for quick cleaning, monthly during the growing season for sharpening and oiling, at end of season for winter storage preparation, before spring for pre-season readiness checks, or whenever a tool feels dull, stiff, or shows rust.\n","maintain-hand-tools",{"claudeCode":12},"SKILL.md frontmatter at skills/maintain-hand-tools/SKILL.md (coalesced with duplicate skill at i18n/de/skills/maintain-hand-tools, i18n/es/skills/maintain-hand-tools, i18n/ja/skills/maintain-hand-tools, i18n/zh-CN/skills/maintain-hand-tools, i18n/wenyan/skills/maintain-hand-tools, i18n/caveman/skills/maintain-hand-tools, i18n/wenyan-lite/skills/maintain-hand-tools, i18n/caveman-lite/skills/maintain-hand-tools, i18n/wenyan-ultra/skills/maintain-hand-tools, i18n/caveman-ultra/skills/maintain-hand-tools)",[2744],{"path":1181,"priority":309},{"basePath":2746,"description":2747,"displayName":2748,"installMethods":2749,"rationale":2750,"selectedPaths":2751,"source":1172,"sourceLanguage":18,"type":255},"skills/make-fire","Start and maintain a fire using friction, spark, and solar methods. Covers site selection, material grading (tinder/kindling/fuel), fire lay construction (teepee, log cabin, platform), ignition techniques (ferro rod, flint & steel, bow drill), flame nurturing, and Leave No Trace extinguishing. Use when needing warmth, light, or a signal in a wilderness setting, when boiling water for purification, when cooking foraged food, or in an emergency survival situation requiring heat or morale support.\n","make-fire",{"claudeCode":12},"SKILL.md frontmatter at skills/make-fire/SKILL.md (coalesced with duplicate skill at i18n/de/skills/make-fire, i18n/es/skills/make-fire, i18n/ja/skills/make-fire, i18n/zh-CN/skills/make-fire, i18n/wenyan/skills/make-fire, i18n/caveman/skills/make-fire, i18n/wenyan-lite/skills/make-fire, i18n/caveman-lite/skills/make-fire, i18n/wenyan-ultra/skills/make-fire, i18n/caveman-ultra/skills/make-fire)",[2752],{"path":1181,"priority":309},{"basePath":2754,"description":2755,"displayName":2756,"installMethods":2757,"rationale":2758,"selectedPaths":2759,"source":1172,"sourceLanguage":18,"type":255},"skills/manage-backlog","Create and maintain a product or project backlog with prioritized items, acceptance criteria, and estimates. Covers user story writing, MoSCoW prioritization, backlog grooming, item splitting, and status tracking. Use when starting a new project and converting scope into actionable items, during ongoing grooming before sprint planning, re-prioritizing after stakeholder feedback or scope changes, or splitting oversized items into implementable pieces.\n","manage-backlog",{"claudeCode":12},"SKILL.md frontmatter at skills/manage-backlog/SKILL.md (coalesced with duplicate skill at i18n/de/skills/manage-backlog, i18n/es/skills/manage-backlog, i18n/ja/skills/manage-backlog, i18n/zh-CN/skills/manage-backlog, i18n/wenyan/skills/manage-backlog, i18n/caveman/skills/manage-backlog, i18n/wenyan-lite/skills/manage-backlog, i18n/caveman-lite/skills/manage-backlog, i18n/wenyan-ultra/skills/manage-backlog, i18n/caveman-ultra/skills/manage-backlog)",[2760],{"path":1181,"priority":309},{"basePath":2762,"description":2763,"displayName":2764,"installMethods":2765,"rationale":2766,"selectedPaths":2767,"source":1172,"sourceLanguage":18,"type":255},"skills/manage-bibliography","Create, merge, and deduplicate BibTeX bibliography files using R packages (RefManageR, bibtex). Parse .bib files into structured R objects, merge multiple bibliographies with deduplication by DOI or title similarity, generate entries from DOI/ISBN/arXiv ID, and export clean sorted .bib files. Use when creating a new .bib file for an R Markdown or Quarto project, merging bibliographies from multiple collaborators, deduplicating a .bib that has grown through copy-paste accumulation, or generating BibTeX entries programmatically from DOIs or other identifiers.\n","manage-bibliography",{"claudeCode":12},"SKILL.md frontmatter at skills/manage-bibliography/SKILL.md (coalesced with duplicate skill at i18n/de/skills/manage-bibliography, i18n/es/skills/manage-bibliography, i18n/ja/skills/manage-bibliography, i18n/zh-CN/skills/manage-bibliography, i18n/wenyan/skills/manage-bibliography, i18n/caveman/skills/manage-bibliography, i18n/wenyan-lite/skills/manage-bibliography, i18n/caveman-lite/skills/manage-bibliography, i18n/wenyan-ultra/skills/manage-bibliography, i18n/caveman-ultra/skills/manage-bibliography)",[2768],{"path":1181,"priority":309},{"basePath":2770,"description":2771,"displayName":2772,"installMethods":2773,"rationale":2774,"selectedPaths":2775,"source":1172,"sourceLanguage":18,"type":255},"skills/manage-change-control","Manage change control for validated computerized systems. Covers change request triage (emergency, standard, minor), impact assessment on validated state, revalidation scope determination, approval workflows, implementation tracking, and post-change verification. Use when a validated system requires a software upgrade, patch, or configuration change; when infrastructure changes affect validated systems; when a CAPA requires system modification; or when emergency changes need expedited approval and retrospective documentation.\n","manage-change-control",{"claudeCode":12},"SKILL.md frontmatter at skills/manage-change-control/SKILL.md (coalesced with duplicate skill at i18n/de/skills/manage-change-control, i18n/es/skills/manage-change-control, i18n/ja/skills/manage-change-control, i18n/zh-CN/skills/manage-change-control, i18n/wenyan/skills/manage-change-control, i18n/caveman/skills/manage-change-control, i18n/wenyan-lite/skills/manage-change-control, i18n/caveman-lite/skills/manage-change-control, i18n/wenyan-ultra/skills/manage-change-control, i18n/caveman-ultra/skills/manage-change-control)",[2776],{"path":1181,"priority":309},{"basePath":2778,"description":2779,"displayName":2780,"installMethods":2781,"rationale":2782,"selectedPaths":2783,"source":1172,"sourceLanguage":18,"type":255},"skills/manage-changelog","Maintain a changelog following Keep a Changelog format. Covers entry categorization (Added, Changed, Deprecated, Removed, Fixed, Security), version section management, and unreleased tracking. Use when starting a new project that needs a changelog, adding entries after completing features or fixes, preparing a release by promoting Unreleased entries to a versioned section, or converting a free-form changelog to Keep a Changelog format.\n","manage-changelog",{"claudeCode":12},"SKILL.md frontmatter at skills/manage-changelog/SKILL.md (coalesced with duplicate skill at i18n/de/skills/manage-changelog, i18n/es/skills/manage-changelog, i18n/ja/skills/manage-changelog, i18n/zh-CN/skills/manage-changelog, i18n/wenyan/skills/manage-changelog, i18n/caveman/skills/manage-changelog, i18n/wenyan-lite/skills/manage-changelog, i18n/caveman-lite/skills/manage-changelog, i18n/wenyan-ultra/skills/manage-changelog, i18n/caveman-ultra/skills/manage-changelog)",[2784],{"path":1181,"priority":309},{"basePath":2786,"description":2787,"displayName":2788,"installMethods":2789,"rationale":2790,"selectedPaths":2791,"source":1172,"sourceLanguage":18,"type":255},"skills/manage-engagement-buffer","Manage an engagement buffer that ingests, prioritizes, rate-limits, deduplicates, and tracks state for incoming engagement items across platforms. Generates periodic digests and enforces cooldown periods. Composes with du-dum: du-dum sets the observation/action cadence, this skill manages the queue between beats.\n","manage-engagement-buffer",{"claudeCode":12},"SKILL.md frontmatter at skills/manage-engagement-buffer/SKILL.md (coalesced with duplicate skill at i18n/de/skills/manage-engagement-buffer, i18n/es/skills/manage-engagement-buffer, i18n/ja/skills/manage-engagement-buffer, i18n/zh-CN/skills/manage-engagement-buffer, i18n/wenyan/skills/manage-engagement-buffer, i18n/caveman/skills/manage-engagement-buffer, i18n/wenyan-lite/skills/manage-engagement-buffer, i18n/caveman-lite/skills/manage-engagement-buffer, i18n/wenyan-ultra/skills/manage-engagement-buffer, i18n/caveman-ultra/skills/manage-engagement-buffer)",[2792],{"path":1181,"priority":309},{"basePath":2794,"description":2795,"displayName":2796,"installMethods":2797,"rationale":2798,"selectedPaths":2799,"source":1172,"sourceLanguage":18,"type":255},"skills/manage-git-branches","Create, track, switch, sync, and clean up Git branches. Covers naming conventions, safe branch switching with stash, upstream synchronization, and pruning merged branches. Use when starting work on a new feature or bug fix, switching between tasks on different branches, keeping a feature branch up to date with main, or cleaning up branches after merging pull requests.\n","manage-git-branches",{"claudeCode":12},"SKILL.md frontmatter at skills/manage-git-branches/SKILL.md (coalesced with duplicate skill at i18n/de/skills/manage-git-branches, i18n/es/skills/manage-git-branches, i18n/ja/skills/manage-git-branches, i18n/zh-CN/skills/manage-git-branches, i18n/wenyan/skills/manage-git-branches, i18n/caveman/skills/manage-git-branches, i18n/wenyan-lite/skills/manage-git-branches, i18n/caveman-lite/skills/manage-git-branches, i18n/wenyan-ultra/skills/manage-git-branches, i18n/caveman-ultra/skills/manage-git-branches)",[2800],{"path":1181,"priority":309},{"basePath":2802,"description":2803,"displayName":2804,"installMethods":2805,"rationale":2806,"selectedPaths":2807,"source":1172,"sourceLanguage":18,"type":255},"skills/manage-kubernetes-secrets","Implement secure secrets management in Kubernetes using SealedSecrets for GitOps, External Secrets Operator for cloud secret managers, and rotation strategies. Handle TLS certificates, API keys, and credentials with encryption at rest and RBAC controls. Use when storing sensitive configuration for Kubernetes applications, implementing GitOps where secrets must be version-controlled, integrating with AWS Secrets Manager or Azure Key Vault, rotating credentials without downtime, or migrating from plaintext Secrets to encrypted solutions.\n","manage-kubernetes-secrets",{"claudeCode":12},"SKILL.md frontmatter at skills/manage-kubernetes-secrets/SKILL.md (coalesced with duplicate skill at i18n/de/skills/manage-kubernetes-secrets, i18n/es/skills/manage-kubernetes-secrets, i18n/ja/skills/manage-kubernetes-secrets, i18n/zh-CN/skills/manage-kubernetes-secrets, i18n/wenyan/skills/manage-kubernetes-secrets, i18n/caveman/skills/manage-kubernetes-secrets, i18n/wenyan-lite/skills/manage-kubernetes-secrets, i18n/caveman-lite/skills/manage-kubernetes-secrets, i18n/wenyan-ultra/skills/manage-kubernetes-secrets, i18n/caveman-ultra/skills/manage-kubernetes-secrets)",[2808,2809],{"path":1181,"priority":309},{"path":1506,"priority":317},{"basePath":2811,"description":2812,"displayName":2813,"installMethods":2814,"rationale":2815,"selectedPaths":2816,"source":1172,"sourceLanguage":18,"type":255},"skills/manage-memory","Organize, extract, prune, and verify Claude Code persistent memory files. Covers MEMORY.md as a concise index, topic extraction to dedicated files, staleness detection, accuracy verification against project state, and the 200-line truncation constraint. Use when MEMORY.md is approaching the 200-line limit, after a session produces durable insights worth preserving, when a topic section has grown beyond 10-15 lines and should be extracted, or when project state has changed and memory entries may be stale.\n","manage-memory",{"claudeCode":12},"SKILL.md frontmatter at skills/manage-memory/SKILL.md (coalesced with duplicate skill at i18n/de/skills/manage-memory, i18n/es/skills/manage-memory, i18n/ja/skills/manage-memory, i18n/zh-CN/skills/manage-memory, i18n/wenyan/skills/manage-memory, i18n/caveman/skills/manage-memory, i18n/wenyan-lite/skills/manage-memory, i18n/caveman-lite/skills/manage-memory, i18n/wenyan-ultra/skills/manage-memory, i18n/caveman-ultra/skills/manage-memory)",[2817],{"path":1181,"priority":309},{"basePath":2819,"description":2820,"displayName":2821,"installMethods":2822,"rationale":2823,"selectedPaths":2824,"source":1172,"sourceLanguage":18,"type":255},"skills/manage-renv-dependencies","Manage R package dependencies using renv for reproducible environments. Covers initialization, snapshot/restore workflow, troubleshooting common issues, and CI/CD integration. Use when initializing dependency management for a new R project, adding or updating packages, restoring an environment on a new machine, troubleshooting restore failures, or integrating renv with CI/CD pipelines.\n","manage-renv-dependencies",{"claudeCode":12},"SKILL.md frontmatter at skills/manage-renv-dependencies/SKILL.md (coalesced with duplicate skill at i18n/de/skills/manage-renv-dependencies, i18n/es/skills/manage-renv-dependencies, i18n/ja/skills/manage-renv-dependencies, i18n/zh-CN/skills/manage-renv-dependencies, i18n/wenyan/skills/manage-renv-dependencies, i18n/caveman/skills/manage-renv-dependencies, i18n/wenyan-lite/skills/manage-renv-dependencies, i18n/caveman-lite/skills/manage-renv-dependencies, i18n/wenyan-ultra/skills/manage-renv-dependencies, i18n/caveman-ultra/skills/manage-renv-dependencies)",[2825],{"path":1181,"priority":309},{"basePath":2827,"description":2828,"displayName":2829,"installMethods":2830,"rationale":2831,"selectedPaths":2832,"source":1172,"sourceLanguage":18,"type":255},"skills/manage-tcg-collection","Organize, track, and value a trading card game collection. Covers inventory methods, storage best practices, grade-based valuation, want-list management, and collection analytics for Pokemon, MTG, Flesh and Blood, and Kayou cards. Use when starting a new collection and setting up inventory tracking, cataloging an existing collection that has grown beyond casual knowledge, valuing a collection for insurance or sale, or deciding which cards to submit for professional grading based on value potential.\n","manage-tcg-collection",{"claudeCode":12},"SKILL.md frontmatter at skills/manage-tcg-collection/SKILL.md (coalesced with duplicate skill at i18n/de/skills/manage-tcg-collection, i18n/es/skills/manage-tcg-collection, i18n/ja/skills/manage-tcg-collection, i18n/zh-CN/skills/manage-tcg-collection, i18n/wenyan/skills/manage-tcg-collection, i18n/caveman/skills/manage-tcg-collection, i18n/wenyan-lite/skills/manage-tcg-collection, i18n/caveman-lite/skills/manage-tcg-collection, i18n/wenyan-ultra/skills/manage-tcg-collection, i18n/caveman-ultra/skills/manage-tcg-collection)",[2833],{"path":1181,"priority":309},{"basePath":2835,"description":2836,"displayName":2837,"installMethods":2838,"rationale":2839,"selectedPaths":2840,"source":1172,"sourceLanguage":18,"type":255},"skills/manage-token-budget","Monitor, cap, and recover from context accumulation in agentic systems. Covers per-cycle cost tracking, context window auditing, budget caps with enforcement policies, emergency pruning when approaching limits, and progressive disclosure integration to minimize token spend on routing. Use when running long-lived agent loops (heartbeats, polling, autonomous workflows), when context windows are growing unpredictably between cycles, when API costs spike beyond expected baselines, when designing new agentic workflows that need cost guardrails from the start, or when post-mortem analysis reveals a cost incident caused by context accumulation.\n","manage-token-budget",{"claudeCode":12},"SKILL.md frontmatter at skills/manage-token-budget/SKILL.md (coalesced with duplicate skill at i18n/de/skills/manage-token-budget, i18n/es/skills/manage-token-budget, i18n/ja/skills/manage-token-budget, i18n/zh-CN/skills/manage-token-budget, i18n/wenyan/skills/manage-token-budget, i18n/caveman/skills/manage-token-budget, i18n/wenyan-lite/skills/manage-token-budget, i18n/caveman-lite/skills/manage-token-budget, i18n/wenyan-ultra/skills/manage-token-budget, i18n/caveman-ultra/skills/manage-token-budget)",[2841],{"path":1181,"priority":309},{"basePath":2843,"description":2844,"displayName":2845,"installMethods":2846,"rationale":2847,"selectedPaths":2848,"source":1172,"sourceLanguage":18,"type":255},"skills/meditate","AI meta-cognitive meditation for observing reasoning patterns, clearing context noise, and developing single-pointed task focus. Maps shamatha to task concentration, vipassana to reasoning pattern observation, and distraction handling to scope-creep and assumption management. Use when transitioning between unrelated tasks, when reasoning feels scattered or jumpy, before a task requiring deep sustained attention, after a difficult interaction that may color subsequent work, or when reasoning feels biased by assumptions rather than evidence.\n","meditate",{"claudeCode":12},"SKILL.md frontmatter at skills/meditate/SKILL.md (coalesced with duplicate skill at i18n/de/skills/meditate, i18n/es/skills/meditate, i18n/ja/skills/meditate, i18n/zh-CN/skills/meditate, i18n/wenyan/skills/meditate, i18n/caveman/skills/meditate, i18n/wenyan-lite/skills/meditate, i18n/caveman-lite/skills/meditate, i18n/wenyan-ultra/skills/meditate, i18n/caveman-ultra/skills/meditate)",[2849],{"path":1181,"priority":309},{"basePath":2851,"description":2852,"displayName":2853,"installMethods":2854,"rationale":2855,"selectedPaths":2856,"source":1172,"sourceLanguage":18,"type":255},"skills/meditate-guidance","Guide a person through a meditation session from preparation through closing. AI coaches posture selection, breath anchoring, working with distractions, shamatha (calm abiding), vipassana (insight), and session integration. Use when a person wants to begin or deepen a meditation practice, when someone needs to prepare their mind for focused work, when grounding is needed before or after energy healing work, when managing stress or anxiety, or for integration after intense experiences.\n","meditate-guidance",{"claudeCode":12},"SKILL.md frontmatter at skills/meditate-guidance/SKILL.md (coalesced with duplicate skill at i18n/de/skills/meditate-guidance, i18n/es/skills/meditate-guidance, i18n/ja/skills/meditate-guidance, i18n/zh-CN/skills/meditate-guidance, i18n/wenyan/skills/meditate-guidance, i18n/caveman/skills/meditate-guidance, i18n/wenyan-lite/skills/meditate-guidance, i18n/caveman-lite/skills/meditate-guidance, i18n/wenyan-ultra/skills/meditate-guidance, i18n/caveman-ultra/skills/meditate-guidance)",[2857],{"path":1181,"priority":309},{"basePath":2859,"description":2860,"displayName":2861,"installMethods":2862,"rationale":2863,"selectedPaths":2864,"source":1172,"sourceLanguage":18,"type":255},"skills/metal","Extract the conceptual essence of a repository as skills, agents, and teams — the project's roles, procedures, and coordination patterns expressed as agentskills.io-standard definitions. Reads an arbitrary codebase and produces generalized definitions that capture WHAT the project does and WHO operates it, without replicating HOW it does it. Use when onboarding to a new codebase and wanting to understand its conceptual architecture, when bootstrapping an agentic system from an existing project, when studying a project's organizational DNA for cross-pollination, or when creating a skill/agent/team library inspired by a reference implementation.\n","metal",{"claudeCode":12},"SKILL.md frontmatter at skills/metal/SKILL.md (coalesced with duplicate skill at i18n/de/skills/metal, i18n/es/skills/metal, i18n/ja/skills/metal, i18n/zh-CN/skills/metal, i18n/wenyan/skills/metal, i18n/caveman/skills/metal, i18n/wenyan-lite/skills/metal, i18n/caveman-lite/skills/metal, i18n/wenyan-ultra/skills/metal, i18n/caveman-ultra/skills/metal)",[2865],{"path":1181,"priority":309},{"basePath":2867,"description":2868,"displayName":2869,"installMethods":2870,"rationale":2871,"selectedPaths":2872,"source":1172,"sourceLanguage":18,"type":255},"skills/mindfulness","Cultivate defensive situational awareness, threat assessment, and mental clarity under pressure. Covers the Cooper color code awareness system, body language reading and intent detection, verbal de-escalation, moving mindfulness in public spaces, combat focus and the OODA loop, rapid grounding techniques for acute stress, context-specific integration, and ongoing review and refinement of awareness skills. Use when entering unfamiliar or potentially hostile environments, needing to assess a situation for safety, de-escalating a verbal confrontation, or integrating awareness practice into daily movement.\n","mindfulness",{"claudeCode":12},"SKILL.md frontmatter at skills/mindfulness/SKILL.md (coalesced with duplicate skill at i18n/de/skills/mindfulness, i18n/es/skills/mindfulness, i18n/ja/skills/mindfulness, i18n/zh-CN/skills/mindfulness, i18n/wenyan/skills/mindfulness, i18n/caveman/skills/mindfulness, i18n/wenyan-lite/skills/mindfulness, i18n/caveman-lite/skills/mindfulness, i18n/wenyan-ultra/skills/mindfulness, i18n/caveman-ultra/skills/mindfulness)",[2873],{"path":1181,"priority":309},{"basePath":2875,"description":2876,"displayName":2877,"installMethods":2878,"rationale":2879,"selectedPaths":2880,"source":1172,"sourceLanguage":18,"type":255},"skills/mineral-identification","Field identification of minerals and ores using hardness, streak, luster, cleavage, crystal habit, and simple chemical tests. Covers the systematic elimination methodology, Mohs scale application, and common ore indicators for precious metals, gemstones, and industrial minerals. Use when encountering an unknown rock or mineral specimen, when prospecting and assessing whether a site shows valuable mineral indicators, when distinguishing ore-bearing rock from barren rock in the field, or when building geological literacy through systematic observation.\n","mineral-identification",{"claudeCode":12},"SKILL.md frontmatter at skills/mineral-identification/SKILL.md (coalesced with duplicate skill at i18n/de/skills/mineral-identification, i18n/es/skills/mineral-identification, i18n/ja/skills/mineral-identification, i18n/zh-CN/skills/mineral-identification, i18n/wenyan/skills/mineral-identification, i18n/caveman/skills/mineral-identification, i18n/wenyan-lite/skills/mineral-identification, i18n/caveman-lite/skills/mineral-identification, i18n/wenyan-ultra/skills/mineral-identification, i18n/caveman-ultra/skills/mineral-identification)",[2881],{"path":1181,"priority":309},{"basePath":2883,"description":2884,"displayName":2885,"installMethods":2886,"rationale":2887,"selectedPaths":2888,"source":1172,"sourceLanguage":18,"type":255},"skills/model-markov-chain","Build and analyze discrete or continuous Markov chains including transition matrix construction, state classification, stationary distribution computation, and mean first passage times. Use when modeling a memoryless system with observed transition counts or rates, computing long-run steady-state probabilities, determining expected hitting times or absorption probabilities, classifying states as transient or recurrent, or building a foundation for hidden Markov models or reinforcement learning MDPs.\n","model-markov-chain",{"claudeCode":12},"SKILL.md frontmatter at skills/model-markov-chain/SKILL.md (coalesced with duplicate skill at i18n/de/skills/model-markov-chain, i18n/es/skills/model-markov-chain, i18n/ja/skills/model-markov-chain, i18n/zh-CN/skills/model-markov-chain, i18n/wenyan/skills/model-markov-chain, i18n/caveman/skills/model-markov-chain, i18n/wenyan-lite/skills/model-markov-chain, i18n/caveman-lite/skills/model-markov-chain, i18n/wenyan-ultra/skills/model-markov-chain, i18n/caveman-ultra/skills/model-markov-chain)",[2889,2890],{"path":1181,"priority":309},{"path":1239,"priority":317},{"basePath":2892,"description":2893,"displayName":2894,"installMethods":2895,"rationale":2896,"selectedPaths":2897,"source":1172,"sourceLanguage":18,"type":255},"skills/monitor-binary-version-baselines","Establish and maintain longitudinal baselines of CLI binary contents across versions. Covers marker selection by category (API / identity / config / telemetry / flag / function), weighted scoring, threshold-based system-presence detection, and per-version baseline records. Use when tracking a feature's lifecycle across releases, when probing for dark-launched or removed capabilities, or when verifying that a scanning tool itself still catches known-good markers on old binaries.\n","monitor-binary-version-baselines",{"claudeCode":12},"SKILL.md frontmatter at skills/monitor-binary-version-baselines/SKILL.md (coalesced with duplicate skill at i18n/de/skills/monitor-binary-version-baselines, i18n/es/skills/monitor-binary-version-baselines, i18n/ja/skills/monitor-binary-version-baselines, i18n/zh-CN/skills/monitor-binary-version-baselines, i18n/wenyan/skills/monitor-binary-version-baselines, i18n/caveman/skills/monitor-binary-version-baselines, i18n/wenyan-lite/skills/monitor-binary-version-baselines, i18n/caveman-lite/skills/monitor-binary-version-baselines, i18n/wenyan-ultra/skills/monitor-binary-version-baselines, i18n/caveman-ultra/skills/monitor-binary-version-baselines)",[2898],{"path":1181,"priority":309},{"basePath":2900,"description":2901,"displayName":2902,"installMethods":2903,"rationale":2904,"selectedPaths":2905,"source":1172,"sourceLanguage":18,"type":255},"skills/monitor-data-integrity","Design and operate a data integrity monitoring programme based on ALCOA+ principles. Covers detective controls, audit trail review schedules, anomaly detection patterns (off-hours activity, sequential modifications, bulk changes), metrics dashboards, investigation triggers, and escalation matrix definition. Use when establishing a data integrity monitoring programme for GxP systems, preparing for inspections where data integrity is a focus area, after a data integrity incident requiring enhanced monitoring, or when implementing MHRA, WHO, or PIC/S guidance.\n","monitor-data-integrity",{"claudeCode":12},"SKILL.md frontmatter at skills/monitor-data-integrity/SKILL.md (coalesced with duplicate skill at i18n/de/skills/monitor-data-integrity, i18n/es/skills/monitor-data-integrity, i18n/ja/skills/monitor-data-integrity, i18n/zh-CN/skills/monitor-data-integrity, i18n/wenyan/skills/monitor-data-integrity, i18n/caveman/skills/monitor-data-integrity, i18n/wenyan-lite/skills/monitor-data-integrity, i18n/caveman-lite/skills/monitor-data-integrity, i18n/wenyan-ultra/skills/monitor-data-integrity, i18n/caveman-ultra/skills/monitor-data-integrity)",[2906],{"path":1181,"priority":309},{"basePath":2908,"description":2909,"displayName":2910,"installMethods":2911,"rationale":2912,"selectedPaths":2913,"source":1172,"sourceLanguage":18,"type":255},"skills/monitor-model-drift","Implement comprehensive model drift monitoring using Evidently AI, statistical tests (PSI, KS), and custom metrics to detect data drift and concept drift in production ML systems. Set up automated alerting and reporting workflows to catch degradation before it impacts business metrics. Use when production models show unexplained performance degradation, when new data distributions differ from training data, when seasonal shifts affect input features, or when regulatory requirements mandate model monitoring.\n","monitor-model-drift",{"claudeCode":12},"SKILL.md frontmatter at skills/monitor-model-drift/SKILL.md (coalesced with duplicate skill at i18n/de/skills/monitor-model-drift, i18n/es/skills/monitor-model-drift, i18n/ja/skills/monitor-model-drift, i18n/zh-CN/skills/monitor-model-drift, i18n/wenyan/skills/monitor-model-drift, i18n/caveman/skills/monitor-model-drift, i18n/wenyan-lite/skills/monitor-model-drift, i18n/caveman-lite/skills/monitor-model-drift, i18n/wenyan-ultra/skills/monitor-model-drift, i18n/caveman-ultra/skills/monitor-model-drift)",[2914,2915],{"path":1181,"priority":309},{"path":1506,"priority":317},{"basePath":2917,"description":2918,"displayName":2919,"installMethods":2920,"rationale":2921,"selectedPaths":2922,"source":1172,"sourceLanguage":18,"type":255},"skills/mushroom-cultivation","Cultivate edible and medicinal mushrooms from spawn through fruiting. Covers substrate preparation, inoculation methods, incubation conditions, fruiting chamber management, harvest timing, and successive flushes for oyster, shiitake, lion's mane, and other commonly cultivated species. Use when growing edible mushrooms without the risks of wild foraging, when a reliable supply of fresh culinary or medicinal mushrooms is needed, or when exploring mycelial ecology through hands-on cultivation practice.\n","mushroom-cultivation",{"claudeCode":12},"SKILL.md frontmatter at skills/mushroom-cultivation/SKILL.md (coalesced with duplicate skill at i18n/de/skills/mushroom-cultivation, i18n/es/skills/mushroom-cultivation, i18n/ja/skills/mushroom-cultivation, i18n/zh-CN/skills/mushroom-cultivation, i18n/wenyan/skills/mushroom-cultivation, i18n/caveman/skills/mushroom-cultivation, i18n/wenyan-lite/skills/mushroom-cultivation, i18n/caveman-lite/skills/mushroom-cultivation, i18n/wenyan-ultra/skills/mushroom-cultivation, i18n/caveman-ultra/skills/mushroom-cultivation)",[2923],{"path":1181,"priority":309},{"basePath":2925,"description":2926,"displayName":2927,"installMethods":2928,"rationale":2929,"selectedPaths":2930,"source":1172,"sourceLanguage":18,"type":255},"skills/navigate-dach-bureaucracy","Step-by-step guidance for DACH-specific governmental procedures including Anmeldung, Finanzamt registration, health insurance enrollment, and social security coordination. Use after arriving in a DACH country and needing to complete mandatory registrations, before a specific appointment to understand what to expect, when an initial registration attempt was rejected, when transitioning between DACH countries, or when handling registrations for dependents alongside your own.\n","navigate-dach-bureaucracy",{"claudeCode":12},"SKILL.md frontmatter at skills/navigate-dach-bureaucracy/SKILL.md (coalesced with duplicate skill at i18n/de/skills/navigate-dach-bureaucracy, i18n/es/skills/navigate-dach-bureaucracy, i18n/ja/skills/navigate-dach-bureaucracy, i18n/zh-CN/skills/navigate-dach-bureaucracy, i18n/wenyan/skills/navigate-dach-bureaucracy, i18n/caveman/skills/navigate-dach-bureaucracy, i18n/wenyan-lite/skills/navigate-dach-bureaucracy, i18n/caveman-lite/skills/navigate-dach-bureaucracy, i18n/wenyan-ultra/skills/navigate-dach-bureaucracy, i18n/caveman-ultra/skills/navigate-dach-bureaucracy)",[2931],{"path":1181,"priority":309},{"basePath":2933,"description":2934,"displayName":2935,"installMethods":2936,"rationale":2937,"selectedPaths":2938,"source":1172,"sourceLanguage":18,"type":255},"skills/observe","Sustained neutral pattern recognition across systems without urgency or intervention. Maps naturalist field study methodology to AI reasoning: framing the observation target, witnessing with sustained attention, recording patterns, categorizing findings, generating hypotheses, and archiving a pattern library for future reference. Use when a system's behavior is unclear and action would be premature, when debugging an unknown root cause, when a codebase change needs its effects witnessed before further changes, or when auditing own reasoning patterns for biases or recurring errors.\n","observe",{"claudeCode":12},"SKILL.md frontmatter at skills/observe/SKILL.md (coalesced with duplicate skill at i18n/de/skills/observe, i18n/es/skills/observe, i18n/ja/skills/observe, i18n/zh-CN/skills/observe, i18n/wenyan/skills/observe, i18n/caveman/skills/observe, i18n/wenyan-lite/skills/observe, i18n/caveman-lite/skills/observe, i18n/wenyan-ultra/skills/observe, i18n/caveman-ultra/skills/observe)",[2939],{"path":1181,"priority":309},{"basePath":2941,"description":2942,"displayName":2943,"installMethods":2944,"rationale":2945,"selectedPaths":2946,"source":1172,"sourceLanguage":18,"type":255},"skills/observe-guidance","Guide a person in systematic observation of systems, patterns, or phenomena. AI coaches neutral attention, field notes methodology, pattern recognition, hypothesis formation, and structured reporting for debugging, research, and system understanding. Use when a person wants to understand a system's behavior before intervening, when someone keeps jumping to conclusions and needs the discipline of observation first, when preparing an evidence-based report, or when studying team dynamics or process effectiveness through direct observation.\n","observe-guidance",{"claudeCode":12},"SKILL.md frontmatter at skills/observe-guidance/SKILL.md (coalesced with duplicate skill at i18n/de/skills/observe-guidance, i18n/es/skills/observe-guidance, i18n/ja/skills/observe-guidance, i18n/zh-CN/skills/observe-guidance, i18n/wenyan/skills/observe-guidance, i18n/caveman/skills/observe-guidance, i18n/wenyan-lite/skills/observe-guidance, i18n/caveman-lite/skills/observe-guidance, i18n/wenyan-ultra/skills/observe-guidance, i18n/caveman-ultra/skills/observe-guidance)",[2947],{"path":1181,"priority":309},{"basePath":2949,"description":2950,"displayName":2951,"installMethods":2952,"rationale":2953,"selectedPaths":2954,"source":1172,"sourceLanguage":18,"type":255},"skills/observe-insect-behavior","Conduct structured insect behavior observations using sampling protocols, ethogram categories, event recording, interaction logging, environmental context, and summary analysis. Covers focal animal sampling, scan sampling, all-occurrences sampling, and instantaneous sampling methods. Defines a standard insect ethogram with locomotion, feeding, grooming, mating, defense, communication, and rest categories. Includes timestamped event recording, intraspecific and interspecific interaction logging, environmental covariate documentation, and time budget analysis. Use when studying insect behavior for ecological research, documenting behavioral repertoires for a species, observing pollinator activity or predator-prey dynamics, or supporting conservation assessments with behavioral data.\n","observe-insect-behavior",{"claudeCode":12},"SKILL.md frontmatter at skills/observe-insect-behavior/SKILL.md (coalesced with duplicate skill at i18n/de/skills/observe-insect-behavior, i18n/es/skills/observe-insect-behavior, i18n/ja/skills/observe-insect-behavior, i18n/zh-CN/skills/observe-insect-behavior, i18n/wenyan/skills/observe-insect-behavior, i18n/caveman/skills/observe-insect-behavior, i18n/wenyan-lite/skills/observe-insect-behavior, i18n/caveman-lite/skills/observe-insect-behavior, i18n/wenyan-ultra/skills/observe-insect-behavior, i18n/caveman-ultra/skills/observe-insect-behavior)",[2955],{"path":1181,"priority":309},{"basePath":2957,"description":2958,"displayName":2959,"installMethods":2960,"rationale":2961,"selectedPaths":2962,"source":1172,"sourceLanguage":18,"type":255},"skills/optimize-cloud-costs","Implement cloud cost optimization strategies for Kubernetes workloads using tools like Kubecost for visibility, right-sizing recommendations, horizontal and vertical pod autoscaling, spot/preemptible instances, and resource quotas. Covers cost allocation, showback reporting, and continuous optimization practices. Use when cloud costs are growing without proportional business value, when resource requests are misaligned with actual usage, when manual scaling leads to over-provisioning, or when implementing showback and chargeback for internal cost accountability.\n","optimize-cloud-costs",{"claudeCode":12},"SKILL.md frontmatter at skills/optimize-cloud-costs/SKILL.md (coalesced with duplicate skill at i18n/de/skills/optimize-cloud-costs, i18n/es/skills/optimize-cloud-costs, i18n/ja/skills/optimize-cloud-costs, i18n/zh-CN/skills/optimize-cloud-costs, i18n/wenyan/skills/optimize-cloud-costs, i18n/caveman/skills/optimize-cloud-costs, i18n/wenyan-lite/skills/optimize-cloud-costs, i18n/caveman-lite/skills/optimize-cloud-costs, i18n/wenyan-ultra/skills/optimize-cloud-costs, i18n/caveman-ultra/skills/optimize-cloud-costs)",[2963,2964],{"path":1181,"priority":309},{"path":1506,"priority":317},{"basePath":2966,"description":2967,"displayName":2968,"installMethods":2969,"rationale":2970,"selectedPaths":2971,"source":1172,"sourceLanguage":18,"type":255},"skills/optimize-docker-build-cache","Optimize Docker build times using layer caching, multi-stage builds, BuildKit features, and dependency-first copy patterns. Applicable to R, Node.js, and Python projects. Use when Docker builds are slow due to repeated package installations, when rebuilds reinstall all dependencies on every code change, when image sizes are unnecessarily large, or when CI/CD pipeline builds are a bottleneck.\n","optimize-docker-build-cache",{"claudeCode":12},"SKILL.md frontmatter at skills/optimize-docker-build-cache/SKILL.md (coalesced with duplicate skill at i18n/de/skills/optimize-docker-build-cache, i18n/es/skills/optimize-docker-build-cache, i18n/ja/skills/optimize-docker-build-cache, i18n/zh-CN/skills/optimize-docker-build-cache, i18n/wenyan/skills/optimize-docker-build-cache, i18n/caveman/skills/optimize-docker-build-cache, i18n/wenyan-lite/skills/optimize-docker-build-cache, i18n/caveman-lite/skills/optimize-docker-build-cache, i18n/wenyan-ultra/skills/optimize-docker-build-cache, i18n/caveman-ultra/skills/optimize-docker-build-cache)",[2972],{"path":1181,"priority":309},{"basePath":2974,"description":2975,"displayName":2976,"installMethods":2977,"rationale":2978,"selectedPaths":2979,"source":1172,"sourceLanguage":18,"type":255},"skills/optimize-shiny-performance","Profile and optimize Shiny application performance using profvis, bindCache, memoise, async/promises, debounce/throttle, and ExtendedTask for long-running computations. Use when the app feels slow or unresponsive during user interaction, when server resources are exhausted under concurrent load, when specific operations create bottlenecks, or when preparing an app for production deployment with many concurrent users.\n","optimize-shiny-performance",{"claudeCode":12},"SKILL.md frontmatter at skills/optimize-shiny-performance/SKILL.md (coalesced with duplicate skill at i18n/de/skills/optimize-shiny-performance, i18n/es/skills/optimize-shiny-performance, i18n/ja/skills/optimize-shiny-performance, i18n/zh-CN/skills/optimize-shiny-performance, i18n/wenyan/skills/optimize-shiny-performance, i18n/caveman/skills/optimize-shiny-performance, i18n/wenyan-lite/skills/optimize-shiny-performance, i18n/caveman-lite/skills/optimize-shiny-performance, i18n/wenyan-ultra/skills/optimize-shiny-performance, i18n/caveman-ultra/skills/optimize-shiny-performance)",[2980],{"path":1181,"priority":309},{"basePath":2982,"description":2983,"displayName":2984,"installMethods":2985,"rationale":2986,"selectedPaths":2987,"source":1172,"sourceLanguage":18,"type":255},"skills/orchestrate-ml-pipeline","Orchestrate end-to-end machine learning pipelines using Prefect or Airflow with DAG construction, task dependencies, retry logic, scheduling, monitoring, and integration with MLflow, DVC, and feature stores for production ML workflows. Use when automating multi-step ML workflows from data ingestion to deployment, scheduling periodic model retraining, coordinating distributed training tasks, or managing retry logic and failure recovery across pipeline stages.\n","orchestrate-ml-pipeline",{"claudeCode":12},"SKILL.md frontmatter at skills/orchestrate-ml-pipeline/SKILL.md (coalesced with duplicate skill at i18n/de/skills/orchestrate-ml-pipeline, i18n/es/skills/orchestrate-ml-pipeline, i18n/ja/skills/orchestrate-ml-pipeline, i18n/zh-CN/skills/orchestrate-ml-pipeline, i18n/wenyan/skills/orchestrate-ml-pipeline, i18n/caveman/skills/orchestrate-ml-pipeline, i18n/wenyan-lite/skills/orchestrate-ml-pipeline, i18n/caveman-lite/skills/orchestrate-ml-pipeline, i18n/wenyan-ultra/skills/orchestrate-ml-pipeline, i18n/caveman-ultra/skills/orchestrate-ml-pipeline)",[2988,2989],{"path":1181,"priority":309},{"path":1506,"priority":317},{"basePath":2991,"description":2992,"displayName":2993,"installMethods":2994,"rationale":2995,"selectedPaths":2996,"source":1172,"sourceLanguage":18,"type":255},"skills/ornament-style-color","Design polychromatic ornamental patterns grounded in Alexander Speltz's classical ornament taxonomy. Builds on monochrome structural analysis by adding period-authentic color palettes, color-to-motif mapping, and rendering styles suited to painted, illuminated, and glazed ornament. Use when creating decorative designs where color is integral to the tradition (Islamic tilework, illuminated manuscripts, Art Nouveau), exploring how historical periods used color in ornament, or producing colored reference imagery for design, illustration, or educational materials.\n","ornament-style-color",{"claudeCode":12},"SKILL.md frontmatter at skills/ornament-style-color/SKILL.md (coalesced with duplicate skill at i18n/de/skills/ornament-style-color, i18n/es/skills/ornament-style-color, i18n/ja/skills/ornament-style-color, i18n/zh-CN/skills/ornament-style-color, i18n/wenyan/skills/ornament-style-color, i18n/caveman/skills/ornament-style-color, i18n/wenyan-lite/skills/ornament-style-color, i18n/caveman-lite/skills/ornament-style-color, i18n/wenyan-ultra/skills/ornament-style-color, i18n/caveman-ultra/skills/ornament-style-color)",[2997],{"path":1181,"priority":309},{"basePath":2999,"description":3000,"displayName":3001,"installMethods":3002,"rationale":3003,"selectedPaths":3004,"source":1172,"sourceLanguage":18,"type":255},"skills/ornament-style-modern","Design ornamental patterns using modern and speculative aesthetics with colorblind-accessible color scales. Breaks free from historical period constraints to explore cyberpunk, solarpunk, biopunk, brutalist, vaporwave, and other contemporary genres. Includes CVD (Color Vision Deficiency) awareness and perceptually uniform scales (viridis, cividis, inferno). Use when creating ornamental designs in modern or genre-specific aesthetics, designing patterns that must be colorblind-accessible, or exploring hybrid motifs combining historical ornament with contemporary visual language.\n","ornament-style-modern",{"claudeCode":12},"SKILL.md frontmatter at skills/ornament-style-modern/SKILL.md (coalesced with duplicate skill at i18n/de/skills/ornament-style-modern, i18n/es/skills/ornament-style-modern, i18n/ja/skills/ornament-style-modern, i18n/zh-CN/skills/ornament-style-modern, i18n/wenyan/skills/ornament-style-modern, i18n/caveman/skills/ornament-style-modern, i18n/wenyan-lite/skills/ornament-style-modern, i18n/caveman-lite/skills/ornament-style-modern, i18n/wenyan-ultra/skills/ornament-style-modern, i18n/caveman-ultra/skills/ornament-style-modern)",[3005,3006,3009,3011,3013,3015],{"path":1181,"priority":309},{"path":3007,"priority":3008},"examples/afrofuturism-okabe-ito-seed736617.webp","low",{"path":3010,"priority":3008},"examples/biopunk-inferno-seed398924.webp",{"path":3012,"priority":3008},"examples/cyberpunk-viridis-seed203617.webp",{"path":3014,"priority":3008},"examples/solarpunk-magma-seed196398.webp",{"path":3016,"priority":3008},"examples/vaporwave-plasma-seed932290.webp",{"basePath":3018,"description":3019,"displayName":3020,"installMethods":3021,"rationale":3022,"selectedPaths":3023,"source":1172,"sourceLanguage":18,"type":255},"skills/ornament-style-mono","Design monochrome ornamental patterns grounded in Alexander Speltz's classical ornament taxonomy. Covers historical period selection, motif structural analysis, prompt construction for line art and silhouette rendering, and AI-assisted image generation via Z-Image. Use when creating decorative borders, medallions, or friezes in a single color, exploring historical ornament styles through generative AI, producing line art or pen-and-ink renderings of classical motifs, or generating reference imagery for design or educational materials.\n","ornament-style-mono",{"claudeCode":12},"SKILL.md frontmatter at skills/ornament-style-mono/SKILL.md (coalesced with duplicate skill at i18n/de/skills/ornament-style-mono, i18n/es/skills/ornament-style-mono, i18n/ja/skills/ornament-style-mono, i18n/zh-CN/skills/ornament-style-mono, i18n/wenyan/skills/ornament-style-mono, i18n/caveman/skills/ornament-style-mono, i18n/wenyan-lite/skills/ornament-style-mono, i18n/caveman-lite/skills/ornament-style-mono, i18n/wenyan-ultra/skills/ornament-style-mono, i18n/caveman-ultra/skills/ornament-style-mono)",[3024],{"path":1181,"priority":309},{"basePath":3026,"description":3027,"displayName":3028,"installMethods":3029,"rationale":3030,"selectedPaths":3031,"source":1172,"sourceLanguage":18,"type":255},"skills/paper-making","Handcraft paper from plant fibres — fibre harvesting, pulping, sheet forming with a mould and deckle, pressing, and drying. Covers fibre sources (cotton, kozo, abaca, recycled paper), beating methods, sizing, and decorative techniques. Use when making handmade paper for art, stationery, or bookbinding, when creating unique textured or embedded paper for special projects, or when learning traditional paper making as a craft practice.\n","paper-making",{"claudeCode":12},"SKILL.md frontmatter at skills/paper-making/SKILL.md (coalesced with duplicate skill at i18n/de/skills/paper-making, i18n/es/skills/paper-making, i18n/ja/skills/paper-making, i18n/zh-CN/skills/paper-making, i18n/wenyan/skills/paper-making, i18n/caveman/skills/paper-making, i18n/wenyan-lite/skills/paper-making, i18n/caveman-lite/skills/paper-making, i18n/wenyan-ultra/skills/paper-making, i18n/caveman-ultra/skills/paper-making)",[3032],{"path":1181,"priority":309},{"basePath":3034,"description":3035,"displayName":3036,"installMethods":3037,"rationale":3038,"selectedPaths":3039,"source":1172,"sourceLanguage":18,"type":255},"skills/perform-csv-assessment","Perform a Computer Systems Validation (CSV) assessment following GAMP 5 methodology. Covers user requirements, risk assessment, IQ/OQ/PQ planning, traceability matrix creation, and validation summary reporting. Use when a new computerized system is being introduced in a GxP environment, when an existing validated system is undergoing significant change, when periodic revalidation is required, or when a regulatory inspection demands a validation gap analysis.\n","perform-csv-assessment",{"claudeCode":12},"SKILL.md frontmatter at skills/perform-csv-assessment/SKILL.md (coalesced with duplicate skill at i18n/de/skills/perform-csv-assessment, i18n/es/skills/perform-csv-assessment, i18n/ja/skills/perform-csv-assessment, i18n/zh-CN/skills/perform-csv-assessment, i18n/wenyan/skills/perform-csv-assessment, i18n/caveman/skills/perform-csv-assessment, i18n/wenyan-lite/skills/perform-csv-assessment, i18n/caveman-lite/skills/perform-csv-assessment, i18n/wenyan-ultra/skills/perform-csv-assessment, i18n/caveman-ultra/skills/perform-csv-assessment)",[3040],{"path":1181,"priority":309},{"basePath":3042,"description":3043,"displayName":3044,"installMethods":3045,"rationale":3046,"selectedPaths":3047,"source":1172,"sourceLanguage":18,"type":255},"skills/pipeline-gpu-kernel","Apply software pipelining (double-buffering) to a tiled GPU kernel to overlap global memory loads with Tensor Core computation. Covers prologue/loop/epilogue restructuring, LDG-register vs cp.async (LDGSTS) variant selection based on compute/load ratio, shared memory budget verification against architecture-specific occupancy cliffs, and SASS-level verification of load/compute overlap.\n","pipeline-gpu-kernel",{"claudeCode":12},"SKILL.md frontmatter at skills/pipeline-gpu-kernel/SKILL.md (coalesced with duplicate skill at i18n/de/skills/pipeline-gpu-kernel, i18n/es/skills/pipeline-gpu-kernel, i18n/ja/skills/pipeline-gpu-kernel, i18n/zh-CN/skills/pipeline-gpu-kernel, i18n/wenyan/skills/pipeline-gpu-kernel, i18n/caveman/skills/pipeline-gpu-kernel, i18n/wenyan-lite/skills/pipeline-gpu-kernel, i18n/caveman-lite/skills/pipeline-gpu-kernel, i18n/wenyan-ultra/skills/pipeline-gpu-kernel, i18n/caveman-ultra/skills/pipeline-gpu-kernel)",[3048],{"path":1181,"priority":309},{"basePath":3050,"description":3051,"displayName":3052,"installMethods":3053,"rationale":3054,"selectedPaths":3055,"source":1172,"sourceLanguage":18,"type":255},"skills/plan-capacity","Perform capacity planning using historical metrics and growth models. Use predict_linear for forecasting, identify resource constraints, calculate headroom, and recommend scaling actions before saturation. Use before seasonal traffic spikes or product launches, during quarterly capacity reviews, when resource utilization trends upward, or before budget planning cycles.\n","plan-capacity",{"claudeCode":12},"SKILL.md frontmatter at skills/plan-capacity/SKILL.md (coalesced with duplicate skill at i18n/de/skills/plan-capacity, i18n/es/skills/plan-capacity, i18n/ja/skills/plan-capacity, i18n/zh-CN/skills/plan-capacity, i18n/wenyan/skills/plan-capacity, i18n/caveman/skills/plan-capacity, i18n/wenyan-lite/skills/plan-capacity, i18n/caveman-lite/skills/plan-capacity, i18n/wenyan-ultra/skills/plan-capacity, i18n/caveman-ultra/skills/plan-capacity)",[3056],{"path":1181,"priority":309},{"basePath":3058,"description":3059,"displayName":3060,"installMethods":3061,"rationale":3062,"selectedPaths":3063,"source":1172,"sourceLanguage":18,"type":255},"skills/plan-eu-relocation","Plan a complete EU/DACH relocation timeline with dependency mapping between bureaucratic steps, deadline tracking, and country-specific procedure identification. Use when planning a move between EU/DACH countries, relocating from a non-EU country to an EU/DACH destination, coordinating employment-based relocation with employer HR, managing a relocation with tight deadlines, or when needing a single document that maps the entire relocation process end-to-end.\n","plan-eu-relocation",{"claudeCode":12},"SKILL.md frontmatter at skills/plan-eu-relocation/SKILL.md (coalesced with duplicate skill at i18n/de/skills/plan-eu-relocation, i18n/es/skills/plan-eu-relocation, i18n/ja/skills/plan-eu-relocation, i18n/zh-CN/skills/plan-eu-relocation, i18n/wenyan/skills/plan-eu-relocation, i18n/caveman/skills/plan-eu-relocation, i18n/wenyan-lite/skills/plan-eu-relocation, i18n/caveman-lite/skills/plan-eu-relocation, i18n/wenyan-ultra/skills/plan-eu-relocation, i18n/caveman-ultra/skills/plan-eu-relocation)",[3064],{"path":1181,"priority":309},{"basePath":3066,"description":3067,"displayName":3068,"installMethods":3069,"rationale":3070,"selectedPaths":3071,"source":1172,"sourceLanguage":18,"type":255},"skills/plan-garden-calendar","Plan garden activities using solar, lunar, and biodynamic calendars. Covers USDA hardiness zones, frost date calculation, equinox/solstice anchoring, synodic lunar cycle (waxing/waning), ascending/descending moon, Maria Thun biodynamic calendar (root/leaf/flower/fruit days), succession planting schedules, and seasonal task planning. Use when planning a new growing season and needing a planting schedule, integrating lunar or biodynamic timing into garden practice, calculating frost dates and planting windows for a specific zone, setting up succession planting for continuous harvest, or conducting end-of-season review.\n","plan-garden-calendar",{"claudeCode":12},"SKILL.md frontmatter at skills/plan-garden-calendar/SKILL.md (coalesced with duplicate skill at i18n/de/skills/plan-garden-calendar, i18n/es/skills/plan-garden-calendar, i18n/ja/skills/plan-garden-calendar, i18n/zh-CN/skills/plan-garden-calendar, i18n/wenyan/skills/plan-garden-calendar, i18n/caveman/skills/plan-garden-calendar, i18n/wenyan-lite/skills/plan-garden-calendar, i18n/caveman-lite/skills/plan-garden-calendar, i18n/wenyan-ultra/skills/plan-garden-calendar, i18n/caveman-ultra/skills/plan-garden-calendar)",[3072],{"path":1181,"priority":309},{"basePath":3074,"description":3075,"displayName":3076,"installMethods":3077,"rationale":3078,"selectedPaths":3079,"source":1172,"sourceLanguage":18,"type":255},"skills/plan-hiking-tour","Plan a hiking tour with trail selection by difficulty (SAC/UIAA), time estimation using Munter's formula, elevation analysis, and safety assessment. Covers multi-day hut-to-hut tours, day hikes, and alpine routes with terrain classification and group fitness considerations. Use when planning a day hike or multi-day trekking tour, selecting trails appropriate for a group's fitness and experience, estimating realistic hiking times, or planning hut-to-hut tours with overnight logistics.\n","plan-hiking-tour",{"claudeCode":12},"SKILL.md frontmatter at skills/plan-hiking-tour/SKILL.md (coalesced with duplicate skill at i18n/de/skills/plan-hiking-tour, i18n/es/skills/plan-hiking-tour, i18n/ja/skills/plan-hiking-tour, i18n/zh-CN/skills/plan-hiking-tour, i18n/wenyan/skills/plan-hiking-tour, i18n/caveman/skills/plan-hiking-tour, i18n/wenyan-lite/skills/plan-hiking-tour, i18n/caveman-lite/skills/plan-hiking-tour, i18n/wenyan-ultra/skills/plan-hiking-tour, i18n/caveman-ultra/skills/plan-hiking-tour)",[3080],{"path":1181,"priority":309},{"basePath":3082,"description":3083,"displayName":3084,"installMethods":3085,"rationale":3086,"selectedPaths":3087,"source":1172,"sourceLanguage":18,"type":255},"skills/plan-release-cycle","Plan a software release cycle with milestones, feature freezes, release candidates, and go/no-go criteria. Covers calendar-based and feature-based release strategies. Use when starting planning for a major or minor version release, transitioning from ad-hoc to structured release cadence, coordinating a release across multiple teams or components, defining quality gates for a regulated project, or planning the first public release (v1.0.0) of a project.\n","plan-release-cycle",{"claudeCode":12},"SKILL.md frontmatter at skills/plan-release-cycle/SKILL.md (coalesced with duplicate skill at i18n/de/skills/plan-release-cycle, i18n/es/skills/plan-release-cycle, i18n/ja/skills/plan-release-cycle, i18n/zh-CN/skills/plan-release-cycle, i18n/wenyan/skills/plan-release-cycle, i18n/caveman/skills/plan-release-cycle, i18n/wenyan-lite/skills/plan-release-cycle, i18n/caveman-lite/skills/plan-release-cycle, i18n/wenyan-ultra/skills/plan-release-cycle, i18n/caveman-ultra/skills/plan-release-cycle)",[3088],{"path":1181,"priority":309},{"basePath":3090,"description":3091,"displayName":3092,"installMethods":3093,"rationale":3094,"selectedPaths":3095,"source":1172,"sourceLanguage":18,"type":255},"skills/plan-spectroscopic-analysis","Plan a comprehensive spectroscopic analysis campaign by defining the analytical question, assessing sample characteristics, selecting appropriate techniques using a decision matrix, planning sample preparation for each technique, sequencing analyses from non-destructive to destructive, and defining success criteria with a cross-validation strategy.\n","plan-spectroscopic-analysis",{"claudeCode":12},"SKILL.md frontmatter at skills/plan-spectroscopic-analysis/SKILL.md (coalesced with duplicate skill at i18n/de/skills/plan-spectroscopic-analysis, i18n/es/skills/plan-spectroscopic-analysis, i18n/ja/skills/plan-spectroscopic-analysis, i18n/zh-CN/skills/plan-spectroscopic-analysis, i18n/wenyan/skills/plan-spectroscopic-analysis, i18n/caveman/skills/plan-spectroscopic-analysis, i18n/wenyan-lite/skills/plan-spectroscopic-analysis, i18n/caveman-lite/skills/plan-spectroscopic-analysis, i18n/wenyan-ultra/skills/plan-spectroscopic-analysis, i18n/caveman-ultra/skills/plan-spectroscopic-analysis)",[3096],{"path":1181,"priority":309},{"basePath":3098,"description":3099,"displayName":3100,"installMethods":3101,"rationale":3102,"selectedPaths":3103,"source":1172,"sourceLanguage":18,"type":255},"skills/plan-sprint","Plan a sprint by refining backlog items, defining a sprint goal, calculating team capacity, selecting items, and decomposing them into tasks. Produces a SPRINT-PLAN.md with goal, selected items, task breakdown, and capacity allocation. Use when starting a new sprint in a Scrum or agile project, re-planning after significant scope change, transitioning from ad-hoc work to structured sprint cadence, or after backlog grooming when items are ready for inclusion.\n","plan-sprint",{"claudeCode":12},"SKILL.md frontmatter at skills/plan-sprint/SKILL.md (coalesced with duplicate skill at i18n/de/skills/plan-sprint, i18n/es/skills/plan-sprint, i18n/ja/skills/plan-sprint, i18n/zh-CN/skills/plan-sprint, i18n/wenyan/skills/plan-sprint, i18n/caveman/skills/plan-sprint, i18n/wenyan-lite/skills/plan-sprint, i18n/caveman-lite/skills/plan-sprint, i18n/wenyan-ultra/skills/plan-sprint, i18n/caveman-ultra/skills/plan-sprint)",[3104],{"path":1181,"priority":309},{"basePath":3106,"description":3107,"displayName":3108,"installMethods":3109,"rationale":3110,"selectedPaths":3111,"source":1172,"sourceLanguage":18,"type":255},"skills/plan-tour-route","Plan a multi-stop tour route with waypoint optimization, drive/walk time estimation, and POI discovery along the route using OSM data. Covers geocoding, nearest-neighbor and TSP-based ordering, time/distance matrix calculation, and itinerary generation with points of interest. Use when planning a road trip or walking tour with multiple destinations, optimizing visit order to minimize travel time, discovering sites along a route, or comparing driving versus walking versus public transport options.\n","plan-tour-route",{"claudeCode":12},"SKILL.md frontmatter at skills/plan-tour-route/SKILL.md (coalesced with duplicate skill at i18n/de/skills/plan-tour-route, i18n/es/skills/plan-tour-route, i18n/ja/skills/plan-tour-route, i18n/zh-CN/skills/plan-tour-route, i18n/wenyan/skills/plan-tour-route, i18n/caveman/skills/plan-tour-route, i18n/wenyan-lite/skills/plan-tour-route, i18n/caveman-lite/skills/plan-tour-route, i18n/wenyan-ultra/skills/plan-tour-route, i18n/caveman-ultra/skills/plan-tour-route)",[3112],{"path":1181,"priority":309},{"basePath":3114,"description":3115,"displayName":3116,"installMethods":3117,"rationale":3118,"selectedPaths":3119,"source":1172,"sourceLanguage":18,"type":255},"skills/polish-claw-project","Contribute to OpenClaw ecosystem projects (OpenClaw, NemoClaw, NanoClaw) through a structured 9-step workflow: target verification, codebase exploration, parallel audit, finding cross-reference, and pull request creation. Emphasizes false positive prevention and project convention adherence.\n","polish-claw-project",{"claudeCode":12},"SKILL.md frontmatter at skills/polish-claw-project/SKILL.md (coalesced with duplicate skill at i18n/de/skills/polish-claw-project, i18n/es/skills/polish-claw-project, i18n/ja/skills/polish-claw-project, i18n/zh-CN/skills/polish-claw-project, i18n/wenyan/skills/polish-claw-project, i18n/caveman/skills/polish-claw-project, i18n/wenyan-lite/skills/polish-claw-project, i18n/caveman-lite/skills/polish-claw-project, i18n/wenyan-ultra/skills/polish-claw-project, i18n/caveman-ultra/skills/polish-claw-project)",[3120],{"path":1181,"priority":309},{"basePath":3122,"description":3123,"displayName":3124,"installMethods":3125,"rationale":3126,"selectedPaths":3127,"source":1172,"sourceLanguage":18,"type":255},"skills/polish-gemstone","Polish cut gemstones to final finish using progressive abrasive sequences. Covers pre-polish sanding, polishing compounds, lap selection, and quality assessment for both cabochons and faceted stones. Use when a cabochon or faceted stone has completed cutting and is ready for polishing, selecting the correct compound and lap for a specific species, troubleshooting a polish that will not reach full lustre (orange peel, haze, scratches), or re-polishing a stone with surface wear.\n","polish-gemstone",{"claudeCode":12},"SKILL.md frontmatter at skills/polish-gemstone/SKILL.md (coalesced with duplicate skill at i18n/de/skills/polish-gemstone, i18n/es/skills/polish-gemstone, i18n/ja/skills/polish-gemstone, i18n/zh-CN/skills/polish-gemstone, i18n/wenyan/skills/polish-gemstone, i18n/caveman/skills/polish-gemstone, i18n/wenyan-lite/skills/polish-gemstone, i18n/caveman-lite/skills/polish-gemstone, i18n/wenyan-ultra/skills/polish-gemstone, i18n/caveman-ultra/skills/polish-gemstone)",[3128],{"path":1181,"priority":309},{"basePath":3130,"description":3131,"displayName":3132,"installMethods":3133,"rationale":3134,"selectedPaths":3135,"source":1172,"sourceLanguage":18,"type":255},"skills/practice-viriditas","Guide viriditas (greening power) meditation and philosophy practice. Covers the concept of viriditas as divine life force, structured meditation protocol, seasonal attunement, and integration with Hildegardian health and spiritual practice. Use when practicing Hildegardian contemplative spirituality, feeling disconnected from seasonal rhythms, experiencing spiritual dryness or lack of vitality, seeking a meditation that integrates body and earth, or deepening understanding of Hildegard's ecological theology.\n","practice-viriditas",{"claudeCode":12},"SKILL.md frontmatter at skills/practice-viriditas/SKILL.md (coalesced with duplicate skill at i18n/de/skills/practice-viriditas, i18n/es/skills/practice-viriditas, i18n/ja/skills/practice-viriditas, i18n/zh-CN/skills/practice-viriditas, i18n/wenyan/skills/practice-viriditas, i18n/caveman/skills/practice-viriditas, i18n/wenyan-lite/skills/practice-viriditas, i18n/caveman-lite/skills/practice-viriditas, i18n/wenyan-ultra/skills/practice-viriditas, i18n/caveman-ultra/skills/practice-viriditas)",[3136],{"path":1181,"priority":309},{"basePath":3138,"description":3139,"displayName":3140,"installMethods":3141,"rationale":3142,"selectedPaths":3143,"source":1172,"sourceLanguage":18,"type":255},"skills/prepare-inspection-readiness","Prepare an organisation for regulatory inspection by assessing readiness against agency-specific focus areas (FDA, EMA, MHRA). Covers warning letter and 483 theme analysis, mock inspection protocols, document bundle preparation, inspection logistics, and response template creation. Use when a regulatory inspection has been announced or is anticipated, when a periodic self-assessment is due, when new systems have been implemented since the last inspection, or after a significant audit finding that may attract regulatory attention.\n","prepare-inspection-readiness",{"claudeCode":12},"SKILL.md frontmatter at skills/prepare-inspection-readiness/SKILL.md (coalesced with duplicate skill at i18n/de/skills/prepare-inspection-readiness, i18n/es/skills/prepare-inspection-readiness, i18n/ja/skills/prepare-inspection-readiness, i18n/zh-CN/skills/prepare-inspection-readiness, i18n/wenyan/skills/prepare-inspection-readiness, i18n/caveman/skills/prepare-inspection-readiness, i18n/wenyan-lite/skills/prepare-inspection-readiness, i18n/caveman-lite/skills/prepare-inspection-readiness, i18n/wenyan-ultra/skills/prepare-inspection-readiness, i18n/caveman-ultra/skills/prepare-inspection-readiness)",[3144],{"path":1181,"priority":309},{"basePath":3146,"description":3147,"displayName":3148,"installMethods":3149,"rationale":3150,"selectedPaths":3151,"source":1172,"sourceLanguage":18,"type":255},"skills/prepare-print-model","Export and optimize 3D models for FDM/SLA printing including STL/3MF export, mesh integrity verification, wall thickness checking, support generation, and slicing. Use when exporting from CAD or modeling software for 3D printing, verifying STL/3MF files are printable before slicing, troubleshooting models that fail to slice correctly, optimizing part orientation for strength or surface finish, or converting between model formats while preserving printability.\n","prepare-print-model",{"claudeCode":12},"SKILL.md frontmatter at skills/prepare-print-model/SKILL.md (coalesced with duplicate skill at i18n/de/skills/prepare-print-model, i18n/es/skills/prepare-print-model, i18n/ja/skills/prepare-print-model, i18n/zh-CN/skills/prepare-print-model, i18n/wenyan/skills/prepare-print-model, i18n/caveman/skills/prepare-print-model, i18n/wenyan-lite/skills/prepare-print-model, i18n/caveman-lite/skills/prepare-print-model, i18n/wenyan-ultra/skills/prepare-print-model, i18n/caveman-ultra/skills/prepare-print-model)",[3152],{"path":1181,"priority":309},{"basePath":3154,"description":3155,"displayName":3156,"installMethods":3157,"rationale":3158,"selectedPaths":3159,"source":1172,"sourceLanguage":18,"type":255},"skills/prepare-soil","Assess and improve garden soil through testing, amendment, composting, and biodynamic preparations. Covers jar test, spade test, earthworm count, amendment by soil type (clay, sandy, depleted, compacted), composting methods (hot, cold, vermicomposting), no-till practices, cover cropping, and biodynamic preparations 500-508. Use when starting a new garden bed, when plants underperform despite adequate water and light, when transitioning to organic or biodynamic practice, when soil has become compacted or depleted, or when building a composting system.\n","prepare-soil",{"claudeCode":12},"SKILL.md frontmatter at skills/prepare-soil/SKILL.md (coalesced with duplicate skill at i18n/de/skills/prepare-soil, i18n/es/skills/prepare-soil, i18n/ja/skills/prepare-soil, i18n/zh-CN/skills/prepare-soil, i18n/wenyan/skills/prepare-soil, i18n/caveman/skills/prepare-soil, i18n/wenyan-lite/skills/prepare-soil, i18n/caveman-lite/skills/prepare-soil, i18n/wenyan-ultra/skills/prepare-soil, i18n/caveman-ultra/skills/prepare-soil)",[3160],{"path":1181,"priority":309},{"basePath":3162,"description":3163,"displayName":3164,"installMethods":3165,"rationale":3166,"selectedPaths":3167,"source":1172,"sourceLanguage":18,"type":255},"skills/preserve-materials","Preserve and conserve library and archival materials. Covers environmental controls (temperature, humidity, light), handling procedures, book repair techniques (torn pages, loose spines, foxing), acid-free storage, digitization for preservation, and disaster recovery planning. Use when establishing preservation practices for a new or existing collection, when materials show signs of deterioration, when setting up environmental controls for storage, when planning digitization to preserve fragile originals, or when creating a disaster recovery plan for a library or archive.\n","preserve-materials",{"claudeCode":12},"SKILL.md frontmatter at skills/preserve-materials/SKILL.md (coalesced with duplicate skill at i18n/de/skills/preserve-materials, i18n/es/skills/preserve-materials, i18n/ja/skills/preserve-materials, i18n/zh-CN/skills/preserve-materials, i18n/wenyan/skills/preserve-materials, i18n/caveman/skills/preserve-materials, i18n/wenyan-lite/skills/preserve-materials, i18n/caveman-lite/skills/preserve-materials, i18n/wenyan-ultra/skills/preserve-materials, i18n/caveman-ultra/skills/preserve-materials)",[3168],{"path":1181,"priority":309},{"basePath":3170,"description":3171,"displayName":3172,"installMethods":3173,"rationale":3174,"selectedPaths":3175,"source":1172,"sourceLanguage":18,"type":255},"skills/probe-feature-flag-state","Probe the runtime state of a named feature flag in a CLI binary. Covers the four-pronged evidence protocol (binary strings, live invocation, on-disk state, platform cache), the four-state classification (LIVE / DARK / INDETERMINATE / UNKNOWN), gate-vs-event disambiguation, conjunction-gate handling, and skill-substitution scenarios where a flag appears DARK but the capability is delivered by other means. Use when verifying whether a documented or inferred capability has rolled out, when auditing dark-launched features, or when a prior probe's conclusions need refreshing against a new binary version.\n","probe-feature-flag-state",{"claudeCode":12},"SKILL.md frontmatter at skills/probe-feature-flag-state/SKILL.md (coalesced with duplicate skill at i18n/de/skills/probe-feature-flag-state, i18n/es/skills/probe-feature-flag-state, i18n/ja/skills/probe-feature-flag-state, i18n/zh-CN/skills/probe-feature-flag-state, i18n/wenyan/skills/probe-feature-flag-state, i18n/caveman/skills/probe-feature-flag-state, i18n/wenyan-lite/skills/probe-feature-flag-state, i18n/caveman-lite/skills/probe-feature-flag-state, i18n/wenyan-ultra/skills/probe-feature-flag-state, i18n/caveman-ultra/skills/probe-feature-flag-state)",[3176],{"path":1181,"priority":309},{"basePath":3178,"description":3179,"displayName":3180,"installMethods":3181,"rationale":3182,"selectedPaths":3183,"source":1172,"sourceLanguage":18,"type":255},"skills/prove-geometric-theorem","Prove geometric theorems using Euclidean axiomatic methods, coordinate geometry, or vector methods with rigorous step-by-step logical structure. Covers direct proof, proof by contradiction, coordinate proofs, vector proofs, and handling of special cases and degenerate configurations. Use when given a geometric statement to prove, verifying a conjecture, establishing a lemma, converting geometric intuition into a rigorous proof, or comparing the effectiveness of different proof methods.\n","prove-geometric-theorem",{"claudeCode":12},"SKILL.md frontmatter at skills/prove-geometric-theorem/SKILL.md (coalesced with duplicate skill at i18n/de/skills/prove-geometric-theorem, i18n/es/skills/prove-geometric-theorem, i18n/ja/skills/prove-geometric-theorem, i18n/zh-CN/skills/prove-geometric-theorem, i18n/wenyan/skills/prove-geometric-theorem, i18n/caveman/skills/prove-geometric-theorem, i18n/wenyan-lite/skills/prove-geometric-theorem, i18n/caveman-lite/skills/prove-geometric-theorem, i18n/wenyan-ultra/skills/prove-geometric-theorem, i18n/caveman-ultra/skills/prove-geometric-theorem)",[3184],{"path":1181,"priority":309},{"basePath":3186,"description":3187,"displayName":3188,"installMethods":3189,"rationale":3190,"selectedPaths":3191,"source":1172,"sourceLanguage":18,"type":255},"skills/provision-infrastructure-terraform","Provision and manage cloud infrastructure using Terraform with HCL modules, remote state backends, workspaces, and plan/apply workflow. Implement infrastructure as code patterns with variable management, output values, and state locking for team collaboration. Use when provisioning new cloud infrastructure, migrating from ClickOps or CloudFormation to declarative IaC, managing multi-environment infrastructure, versioning infrastructure changes alongside application code, or enforcing standards through reusable modules.\n","provision-infrastructure-terraform",{"claudeCode":12},"SKILL.md frontmatter at skills/provision-infrastructure-terraform/SKILL.md (coalesced with duplicate skill at i18n/de/skills/provision-infrastructure-terraform, i18n/es/skills/provision-infrastructure-terraform, i18n/ja/skills/provision-infrastructure-terraform, i18n/zh-CN/skills/provision-infrastructure-terraform, i18n/wenyan/skills/provision-infrastructure-terraform, i18n/caveman/skills/provision-infrastructure-terraform, i18n/wenyan-lite/skills/provision-infrastructure-terraform, i18n/caveman-lite/skills/provision-infrastructure-terraform, i18n/wenyan-ultra/skills/provision-infrastructure-terraform, i18n/caveman-ultra/skills/provision-infrastructure-terraform)",[3192,3193],{"path":1181,"priority":309},{"path":1506,"priority":317},{"basePath":3195,"description":3196,"displayName":3197,"installMethods":3198,"rationale":3199,"selectedPaths":3200,"source":1172,"sourceLanguage":18,"type":255},"skills/prune-agent-memory","Audit, classify, and selectively forget stored memories. Covers memory enumeration and classification by type/age/access frequency, staleness detection for outdated references, fidelity checks using external anchors, a decision tree for selective deletion, counter-memory inoculation for failed strategies that would otherwise be re-derived, preemptive filtering rules for what should never become memories, and an audit trail so forgetting itself is reviewable. Use when memory has grown large and uncurated, when project state has shifted significantly since memories were written, when retrieval quality has degraded, or as periodic maintenance alongside manage-memory.\n","prune-agent-memory",{"claudeCode":12},"SKILL.md frontmatter at skills/prune-agent-memory/SKILL.md (coalesced with duplicate skill at i18n/de/skills/prune-agent-memory, i18n/es/skills/prune-agent-memory, i18n/ja/skills/prune-agent-memory, i18n/zh-CN/skills/prune-agent-memory, i18n/wenyan/skills/prune-agent-memory, i18n/caveman/skills/prune-agent-memory, i18n/wenyan-lite/skills/prune-agent-memory, i18n/caveman-lite/skills/prune-agent-memory, i18n/wenyan-ultra/skills/prune-agent-memory, i18n/caveman-ultra/skills/prune-agent-memory)",[3201],{"path":1181,"priority":309},{"basePath":3203,"description":3204,"displayName":3205,"installMethods":3206,"rationale":3207,"selectedPaths":3208,"source":1172,"sourceLanguage":18,"type":255},"skills/purify-water","Purify water from wild sources using boiling, filtration, and chemical methods. Covers source assessment and priority ranking, sediment pre-filtering, method selection (boiling, chemical, UV, filter), altitude-adjusted boiling procedure, chemical treatment dosages, and safe storage practices. Use when needing drinking water in a wilderness setting, when available water sources are of unknown quality, in an emergency survival situation where dehydration is a risk, or when making water safe for cooking or wound cleaning.\n","purify-water",{"claudeCode":12},"SKILL.md frontmatter at skills/purify-water/SKILL.md (coalesced with duplicate skill at i18n/de/skills/purify-water, i18n/es/skills/purify-water, i18n/ja/skills/purify-water, i18n/zh-CN/skills/purify-water, i18n/wenyan/skills/purify-water, i18n/caveman/skills/purify-water, i18n/wenyan-lite/skills/purify-water, i18n/caveman-lite/skills/purify-water, i18n/wenyan-ultra/skills/purify-water, i18n/caveman-ultra/skills/purify-water)",[3209],{"path":1181,"priority":309},{"basePath":3211,"description":3212,"displayName":3213,"installMethods":3214,"rationale":3215,"selectedPaths":3216,"source":1172,"sourceLanguage":18,"type":255},"skills/qualify-vendor","Qualify a vendor or supplier of GxP-relevant software or services. Covers vendor risk classification, assessment questionnaire design, desk and on-site audit approaches, quality agreement evaluation, SLA review, and ongoing monitoring cadence definition. Use when selecting a new vendor for a GxP-critical system, onboarding a cloud provider for regulated data, performing a periodic re-qualification, when a vendor audit finding requires re-assessment, or when EU Annex 11 or ICH Q10 requires supplier qualification.\n","qualify-vendor",{"claudeCode":12},"SKILL.md frontmatter at skills/qualify-vendor/SKILL.md (coalesced with duplicate skill at i18n/de/skills/qualify-vendor, i18n/es/skills/qualify-vendor, i18n/ja/skills/qualify-vendor, i18n/zh-CN/skills/qualify-vendor, i18n/wenyan/skills/qualify-vendor, i18n/caveman/skills/qualify-vendor, i18n/wenyan-lite/skills/qualify-vendor, i18n/caveman-lite/skills/qualify-vendor, i18n/wenyan-ultra/skills/qualify-vendor, i18n/caveman-ultra/skills/qualify-vendor)",[3217],{"path":1181,"priority":309},{"basePath":3219,"description":3220,"displayName":3221,"installMethods":3222,"rationale":3223,"selectedPaths":3224,"source":1172,"sourceLanguage":18,"type":255},"skills/read-continue-here","Read a CONTINUE_HERE.md continuation file at session start and resume from where the prior session left off. Covers detecting the file, assessing freshness, parsing the structured handoff, confirming the resumption plan with the user, and cleaning up after consumption. Optionally configures a SessionStart hook and CLAUDE.md instruction for automatic pickup. Use at the start of a session when a continuation file exists, when bootstrapping after an interrupted session, or when setting up automatic continuation detection.\n","read-continue-here",{"claudeCode":12},"SKILL.md frontmatter at skills/read-continue-here/SKILL.md (coalesced with duplicate skill at i18n/de/skills/read-continue-here, i18n/es/skills/read-continue-here, i18n/ja/skills/read-continue-here, i18n/zh-CN/skills/read-continue-here, i18n/wenyan/skills/read-continue-here, i18n/caveman/skills/read-continue-here, i18n/wenyan-lite/skills/read-continue-here, i18n/caveman-lite/skills/read-continue-here, i18n/wenyan-ultra/skills/read-continue-here, i18n/caveman-ultra/skills/read-continue-here)",[3225],{"path":1181,"priority":309},{"basePath":3227,"description":3228,"displayName":3229,"installMethods":3230,"rationale":3231,"selectedPaths":3232,"source":1172,"sourceLanguage":18,"type":255},"skills/read-garden","Observe and assess a garden using a structured sensory protocol adapted from Coordinate Remote Viewing. Covers pre-entry clearing (meditate checkpoint), Stage I gestalt impression, Stage II sensory layer (leaf, stem, root, soil), Stage III pattern recognition with AOL management, and garden health triage matrix (heal checkpoint). Use before any intervention, when plants show stress symptoms, at seasonal transitions, when evaluating a new garden site, during regular health monitoring, or after extreme weather events such as frost or heat waves.\n","read-garden",{"claudeCode":12},"SKILL.md frontmatter at skills/read-garden/SKILL.md (coalesced with duplicate skill at i18n/de/skills/read-garden, i18n/es/skills/read-garden, i18n/ja/skills/read-garden, i18n/zh-CN/skills/read-garden, i18n/wenyan/skills/read-garden, i18n/caveman/skills/read-garden, i18n/wenyan-lite/skills/read-garden, i18n/caveman-lite/skills/read-garden, i18n/wenyan-ultra/skills/read-garden, i18n/caveman-ultra/skills/read-garden)",[3233],{"path":1181,"priority":309},{"basePath":3235,"description":3236,"displayName":3237,"installMethods":3238,"rationale":3239,"selectedPaths":3240,"source":1172,"sourceLanguage":18,"type":255},"skills/read-tree-of-life","Navigate the Kabbalistic Tree of Life (Etz Chaim) — explore the ten sephirot, twenty-two paths, four worlds, and three pillars. Covers correspondences, contemplative exercises, and structural analysis. Use when exploring a sephira's attributes and divine names, studying structural relationships between sephirot, learning the four worlds (Atzilut through Assiah), tracing a path's Hebrew letter and tarot attributions, or using the Tree as a symbolic map for understanding a concept or system.\n","read-tree-of-life",{"claudeCode":12},"SKILL.md frontmatter at skills/read-tree-of-life/SKILL.md (coalesced with duplicate skill at i18n/de/skills/read-tree-of-life, i18n/es/skills/read-tree-of-life, i18n/ja/skills/read-tree-of-life, i18n/zh-CN/skills/read-tree-of-life, i18n/wenyan/skills/read-tree-of-life, i18n/caveman/skills/read-tree-of-life, i18n/wenyan-lite/skills/read-tree-of-life, i18n/caveman-lite/skills/read-tree-of-life, i18n/wenyan-ultra/skills/read-tree-of-life, i18n/caveman-ultra/skills/read-tree-of-life)",[3241],{"path":1181,"priority":309},{"basePath":3243,"description":3244,"displayName":3245,"installMethods":3246,"rationale":3247,"selectedPaths":3248,"source":1172,"sourceLanguage":18,"type":255},"skills/redact-for-public-disclosure","Redact reverse-engineering findings for public disclosure while preserving methodology, generalizable patterns, and teaching value. Covers the private-vs-public repo split, deny-list pattern maintenance, orphan-commit publish pattern that prevents `git log` leaks, category-based redaction calibration (methodology/pattern/version-finding/internal), and the `check-redaction.sh`-style CI gate that blocks merges when a deny-listed pattern appears. Use when publishing findings about a CLI harness you don't own, when preparing upstream proposals to an unrelated project, or when archiving a private research repo for public reference.\n","redact-for-public-disclosure",{"claudeCode":12},"SKILL.md frontmatter at skills/redact-for-public-disclosure/SKILL.md (coalesced with duplicate skill at i18n/de/skills/redact-for-public-disclosure, i18n/es/skills/redact-for-public-disclosure, i18n/ja/skills/redact-for-public-disclosure, i18n/zh-CN/skills/redact-for-public-disclosure, i18n/wenyan/skills/redact-for-public-disclosure, i18n/caveman/skills/redact-for-public-disclosure, i18n/wenyan-lite/skills/redact-for-public-disclosure, i18n/caveman-lite/skills/redact-for-public-disclosure, i18n/wenyan-ultra/skills/redact-for-public-disclosure, i18n/caveman-ultra/skills/redact-for-public-disclosure)",[3249],{"path":1181,"priority":309},{"basePath":3251,"description":3252,"displayName":3253,"installMethods":3254,"rationale":3255,"selectedPaths":3256,"source":1172,"sourceLanguage":18,"type":255},"skills/redirect","AI pressure redirection — handling conflicting demands, tool failures, and competing constraints by blending with incoming force then reframing. Use when receiving contradictory instructions from different sources, during tool failure cascades where the planned approach becomes unviable, when scope pressure threatens to expand the task beyond what was asked, or when user frustration or correction needs to be absorbed rather than deflected.\n","redirect",{"claudeCode":12},"SKILL.md frontmatter at skills/redirect/SKILL.md (coalesced with duplicate skill at i18n/de/skills/redirect, i18n/es/skills/redirect, i18n/ja/skills/redirect, i18n/zh-CN/skills/redirect, i18n/wenyan/skills/redirect, i18n/caveman/skills/redirect, i18n/wenyan-lite/skills/redirect, i18n/caveman-lite/skills/redirect, i18n/wenyan-ultra/skills/redirect, i18n/caveman-ultra/skills/redirect)",[3257],{"path":1181,"priority":309},{"basePath":3259,"description":3260,"displayName":3261,"installMethods":3262,"rationale":3263,"selectedPaths":3264,"source":1172,"sourceLanguage":18,"type":255},"skills/refactor-skill-structure","Refactor an over-long or poorly structured SKILL.md by extracting examples to references/EXAMPLES.md, splitting compound procedures, and reorganizing sections for progressive disclosure. Use when a skill exceeds the 500-line CI limit, when code blocks dominate the skill body, when a procedure step contains multiple unrelated operations, or after a content update pushed the skill over the line limit.\n","refactor-skill-structure",{"claudeCode":12},"SKILL.md frontmatter at skills/refactor-skill-structure/SKILL.md (coalesced with duplicate skill at i18n/de/skills/refactor-skill-structure, i18n/es/skills/refactor-skill-structure, i18n/ja/skills/refactor-skill-structure, i18n/zh-CN/skills/refactor-skill-structure, i18n/wenyan/skills/refactor-skill-structure, i18n/caveman/skills/refactor-skill-structure, i18n/wenyan-lite/skills/refactor-skill-structure, i18n/caveman-lite/skills/refactor-skill-structure, i18n/wenyan-ultra/skills/refactor-skill-structure, i18n/caveman-ultra/skills/refactor-skill-structure)",[3265],{"path":1181,"priority":309},{"basePath":3267,"description":3268,"displayName":3269,"installMethods":3270,"rationale":3271,"selectedPaths":3272,"source":1172,"sourceLanguage":18,"type":255},"skills/register-ml-model","Register trained models in MLflow Model Registry with version control, implement stage transitions (Staging, Production, Archived) with approval workflows, and manage model lineage with comprehensive metadata and deployment tracking. Use when promoting a trained model from experimentation to production, managing multiple model versions across development stages, implementing approval workflows for governance, rolling back to previous versions, or auditing model changes for compliance.\n","register-ml-model",{"claudeCode":12},"SKILL.md frontmatter at skills/register-ml-model/SKILL.md (coalesced with duplicate skill at i18n/de/skills/register-ml-model, i18n/es/skills/register-ml-model, i18n/ja/skills/register-ml-model, i18n/zh-CN/skills/register-ml-model, i18n/wenyan/skills/register-ml-model, i18n/caveman/skills/register-ml-model, i18n/wenyan-lite/skills/register-ml-model, i18n/caveman-lite/skills/register-ml-model, i18n/wenyan-ultra/skills/register-ml-model, i18n/caveman-ultra/skills/register-ml-model)",[3273,3274],{"path":1181,"priority":309},{"path":1506,"priority":317},{"basePath":3276,"description":3277,"displayName":3278,"installMethods":3279,"rationale":3280,"selectedPaths":3281,"source":1172,"sourceLanguage":18,"type":255},"skills/release-package-version","Release a new version of an R package including version bumping, NEWS.md updates, git tagging, GitHub release creation, and post-release development version setup. Use when a package is ready for a new patch, minor, or major release, after CRAN acceptance to create the corresponding GitHub release, or when setting up the development version bump immediately after a release.\n","release-package-version",{"claudeCode":12},"SKILL.md frontmatter at skills/release-package-version/SKILL.md (coalesced with duplicate skill at i18n/de/skills/release-package-version, i18n/es/skills/release-package-version, i18n/ja/skills/release-package-version, i18n/zh-CN/skills/release-package-version, i18n/wenyan/skills/release-package-version, i18n/caveman/skills/release-package-version, i18n/wenyan-lite/skills/release-package-version, i18n/caveman-lite/skills/release-package-version, i18n/wenyan-ultra/skills/release-package-version, i18n/caveman-ultra/skills/release-package-version)",[3282],{"path":1181,"priority":309},{"basePath":3284,"description":3285,"displayName":3286,"installMethods":3287,"rationale":3288,"selectedPaths":3289,"source":1172,"sourceLanguage":18,"type":255},"skills/remote-viewing","AI intuitive exploration for approaching unknown codebases, problems, or systems without preconceptions. Adapts the Coordinate Remote Viewing protocol to AI investigation: cooldown (clear assumptions), staged data gathering (raw signals → dimensional → analytical), AOL management (separating observations from premature labels), and structured review. Use when investigating an unfamiliar codebase with unknown architecture, debugging a problem where premature hypotheses could mislead, exploring a domain with limited context, or when previous attempts have been led astray by assumptions and \"beginner's mind\" would be more productive.\n","remote-viewing",{"claudeCode":12},"SKILL.md frontmatter at skills/remote-viewing/SKILL.md (coalesced with duplicate skill at i18n/de/skills/remote-viewing, i18n/es/skills/remote-viewing, i18n/ja/skills/remote-viewing, i18n/zh-CN/skills/remote-viewing, i18n/wenyan/skills/remote-viewing, i18n/caveman/skills/remote-viewing, i18n/wenyan-lite/skills/remote-viewing, i18n/caveman-lite/skills/remote-viewing, i18n/wenyan-ultra/skills/remote-viewing, i18n/caveman-ultra/skills/remote-viewing)",[3290],{"path":1181,"priority":309},{"basePath":3292,"description":3293,"displayName":3294,"installMethods":3295,"rationale":3296,"selectedPaths":3297,"source":1172,"sourceLanguage":18,"type":255},"skills/remote-viewing-guidance","Guide a person through a Coordinate Remote Viewing (CRV) session following the Stargate/SRI protocol. AI acts as the monitor/tasker role, managing protocol progression, catching Analytical Overlay (AOL), and redirecting the viewer through stages I-VI. Use when a person wants to practice CRV and needs a monitor to manage the session protocol, when training a viewer through the staged CRV process, facilitating a structured intuitive perception exercise, or developing non-local awareness skills that complement healing work.\n","remote-viewing-guidance",{"claudeCode":12},"SKILL.md frontmatter at skills/remote-viewing-guidance/SKILL.md (coalesced with duplicate skill at i18n/de/skills/remote-viewing-guidance, i18n/es/skills/remote-viewing-guidance, i18n/ja/skills/remote-viewing-guidance, i18n/zh-CN/skills/remote-viewing-guidance, i18n/wenyan/skills/remote-viewing-guidance, i18n/caveman/skills/remote-viewing-guidance, i18n/wenyan-lite/skills/remote-viewing-guidance, i18n/caveman-lite/skills/remote-viewing-guidance, i18n/wenyan-ultra/skills/remote-viewing-guidance, i18n/caveman-ultra/skills/remote-viewing-guidance)",[3298],{"path":1181,"priority":309},{"basePath":3300,"description":3301,"displayName":3302,"installMethods":3303,"rationale":3304,"selectedPaths":3305,"source":1172,"sourceLanguage":18,"type":255},"skills/render-blender-output","Configure render settings, compositing nodes, output formats, and execute renders via Cycles or EEVEE engines using Python API or command-line interface. Use when automating render execution for batch processing, configuring quality and performance trade-offs, setting up compositing pipelines for post-processing, generating multiple output formats from a single render, or producing final output for publication or presentation.\n","render-blender-output",{"claudeCode":12},"SKILL.md frontmatter at skills/render-blender-output/SKILL.md (coalesced with duplicate skill at i18n/de/skills/render-blender-output, i18n/es/skills/render-blender-output, i18n/ja/skills/render-blender-output, i18n/zh-CN/skills/render-blender-output, i18n/wenyan/skills/render-blender-output, i18n/caveman/skills/render-blender-output, i18n/wenyan-lite/skills/render-blender-output, i18n/caveman-lite/skills/render-blender-output, i18n/wenyan-ultra/skills/render-blender-output, i18n/caveman-ultra/skills/render-blender-output)",[3306],{"path":1181,"priority":309},{"basePath":3308,"description":3309,"displayName":3310,"installMethods":3311,"rationale":3312,"selectedPaths":3313,"source":1172,"sourceLanguage":18,"type":255},"skills/render-icon-pipeline","Run the viz pipeline to render icons from existing glyphs. Entry point for the viz subproject covering palette generation, data building, manifest creation, and icon rendering for skills, agents, and teams. Always use build.sh as the pipeline entry point — never call Rscript directly.\n","render-icon-pipeline",{"claudeCode":12},"SKILL.md frontmatter at skills/render-icon-pipeline/SKILL.md (coalesced with duplicate skill at i18n/de/skills/render-icon-pipeline, i18n/es/skills/render-icon-pipeline, i18n/ja/skills/render-icon-pipeline, i18n/zh-CN/skills/render-icon-pipeline, i18n/wenyan/skills/render-icon-pipeline, i18n/caveman/skills/render-icon-pipeline, i18n/wenyan-lite/skills/render-icon-pipeline, i18n/caveman-lite/skills/render-icon-pipeline, i18n/wenyan-ultra/skills/render-icon-pipeline, i18n/caveman-ultra/skills/render-icon-pipeline)",[3314],{"path":1181,"priority":309},{"basePath":3316,"description":3317,"displayName":3318,"installMethods":3319,"rationale":3320,"selectedPaths":3321,"source":1172,"sourceLanguage":18,"type":255},"skills/render-publication-graphic","Produce publication-ready 2D graphics with proper DPI, color profiles, typography, and export formats for print and digital media. Use when preparing figures for academic journal submission, creating graphics for print publications, ensuring graphics meet publisher technical specifications, exporting visualizations for web with proper optimization, or creating multi-format exports from a single source.\n","render-publication-graphic",{"claudeCode":12},"SKILL.md frontmatter at skills/render-publication-graphic/SKILL.md (coalesced with duplicate skill at i18n/de/skills/render-publication-graphic, i18n/es/skills/render-publication-graphic, i18n/ja/skills/render-publication-graphic, i18n/zh-CN/skills/render-publication-graphic, i18n/wenyan/skills/render-publication-graphic, i18n/caveman/skills/render-publication-graphic, i18n/wenyan-lite/skills/render-publication-graphic, i18n/caveman-lite/skills/render-publication-graphic, i18n/wenyan-ultra/skills/render-publication-graphic, i18n/caveman-ultra/skills/render-publication-graphic)",[3322],{"path":1181,"priority":309},{"basePath":3324,"description":3325,"displayName":3326,"installMethods":3327,"rationale":3328,"selectedPaths":3329,"source":1172,"sourceLanguage":18,"type":255},"skills/render-puzzle-docs","Render the jigsawR Quarto documentation site for GitHub Pages. Supports fresh renders (clearing cache), cached renders (faster), and single-page renders. Uses the bundled render script or direct quarto.exe invocation from WSL. Use when building the full site after content changes, rendering a single page during iterative editing, preparing documentation for a release or PR, or debugging render errors in Quarto .qmd files.\n","render-puzzle-docs",{"claudeCode":12},"SKILL.md frontmatter at skills/render-puzzle-docs/SKILL.md (coalesced with duplicate skill at i18n/de/skills/render-puzzle-docs, i18n/es/skills/render-puzzle-docs, i18n/ja/skills/render-puzzle-docs, i18n/zh-CN/skills/render-puzzle-docs, i18n/wenyan/skills/render-puzzle-docs, i18n/caveman/skills/render-puzzle-docs, i18n/wenyan-lite/skills/render-puzzle-docs, i18n/caveman-lite/skills/render-puzzle-docs, i18n/wenyan-ultra/skills/render-puzzle-docs, i18n/caveman-ultra/skills/render-puzzle-docs)",[3330],{"path":1181,"priority":309},{"basePath":3332,"description":3333,"displayName":3334,"installMethods":3335,"rationale":3336,"selectedPaths":3337,"source":1172,"sourceLanguage":18,"type":255},"skills/repair-broken-references","Find and fix broken internal links, dead external URLs, stale imports, missing cross-references, and orphaned files. Ensures all project references remain valid and up-to-date. Use when documentation contains broken internal links, external URLs return 404 errors, import statements reference moved or deleted modules, cross-references between files are out of sync, or files exist but are never referenced anywhere in the project.\n","repair-broken-references",{"claudeCode":12},"SKILL.md frontmatter at skills/repair-broken-references/SKILL.md (coalesced with duplicate skill at i18n/de/skills/repair-broken-references, i18n/es/skills/repair-broken-references, i18n/ja/skills/repair-broken-references, i18n/zh-CN/skills/repair-broken-references, i18n/wenyan/skills/repair-broken-references, i18n/caveman/skills/repair-broken-references, i18n/wenyan-lite/skills/repair-broken-references, i18n/caveman-lite/skills/repair-broken-references, i18n/wenyan-ultra/skills/repair-broken-references, i18n/caveman-ultra/skills/repair-broken-references)",[3338],{"path":1181,"priority":309},{"basePath":3340,"description":3341,"displayName":3342,"installMethods":3343,"rationale":3344,"selectedPaths":3345,"source":1172,"sourceLanguage":18,"type":255},"skills/repair-damage","Implement regenerative recovery using triage, scaffolding, and progressive rebuild. Covers damage assessment, wound classification, emergency stabilization, scar tissue management, and resilience strengthening for systems that have sustained structural damage. Use when a system has suffered an incident needing structured recovery, when a failed transformation left the system in a damaged intermediate state, when accumulated technical debt has caused partial failure, or when a system is functional but degraded and the degradation is worsening.\n","repair-damage",{"claudeCode":12},"SKILL.md frontmatter at skills/repair-damage/SKILL.md (coalesced with duplicate skill at i18n/de/skills/repair-damage, i18n/es/skills/repair-damage, i18n/ja/skills/repair-damage, i18n/zh-CN/skills/repair-damage, i18n/wenyan/skills/repair-damage, i18n/caveman/skills/repair-damage, i18n/wenyan-lite/skills/repair-damage, i18n/caveman-lite/skills/repair-damage, i18n/wenyan-ultra/skills/repair-damage, i18n/caveman-ultra/skills/repair-damage)",[3346],{"path":1181,"priority":309},{"basePath":3348,"description":3349,"displayName":3350,"installMethods":3351,"rationale":3352,"selectedPaths":3353,"source":1172,"sourceLanguage":18,"type":255},"skills/research-word-etymology","Research the etymology of a word by tracing proto-language roots, identifying cognates across language families, documenting semantic drift with dated attestations, and flagging folk etymologies. Use when investigating word origins, comparing cognate sets across related languages, charting historical meaning changes, or debunking popular but unsupported origin stories.\n","research-word-etymology",{"claudeCode":12},"SKILL.md frontmatter at skills/research-word-etymology/SKILL.md (coalesced with duplicate skill at i18n/de/skills/research-word-etymology, i18n/es/skills/research-word-etymology, i18n/ja/skills/research-word-etymology, i18n/zh-CN/skills/research-word-etymology, i18n/wenyan/skills/research-word-etymology, i18n/caveman/skills/research-word-etymology, i18n/wenyan-lite/skills/research-word-etymology, i18n/caveman-lite/skills/research-word-etymology, i18n/wenyan-ultra/skills/research-word-etymology, i18n/caveman-ultra/skills/research-word-etymology)",[3354],{"path":1181,"priority":309},{"basePath":3356,"description":3357,"displayName":3358,"installMethods":3359,"rationale":3360,"selectedPaths":3361,"source":1172,"sourceLanguage":18,"type":255},"skills/resolve-git-conflicts","Resolve merge and rebase conflicts with safe recovery strategies. Covers identifying conflict sources, reading conflict markers, choosing resolution strategies, and continuing or aborting operations safely. Use when a git merge, rebase, cherry-pick, or stash pop reports conflicts, when a git pull results in conflicting changes, or when you need to safely abort and restart a failed merge or rebase operation.\n","resolve-git-conflicts",{"claudeCode":12},"SKILL.md frontmatter at skills/resolve-git-conflicts/SKILL.md (coalesced with duplicate skill at i18n/de/skills/resolve-git-conflicts, i18n/es/skills/resolve-git-conflicts, i18n/ja/skills/resolve-git-conflicts, i18n/zh-CN/skills/resolve-git-conflicts, i18n/wenyan/skills/resolve-git-conflicts, i18n/caveman/skills/resolve-git-conflicts, i18n/wenyan-lite/skills/resolve-git-conflicts, i18n/caveman-lite/skills/resolve-git-conflicts, i18n/wenyan-ultra/skills/resolve-git-conflicts, i18n/caveman-ultra/skills/resolve-git-conflicts)",[3362],{"path":1181,"priority":309},{"basePath":3364,"description":3365,"displayName":3366,"installMethods":3367,"rationale":3368,"selectedPaths":3369,"source":1172,"sourceLanguage":18,"type":255},"skills/rest","AI intentional non-action — deliberate stopping without clearing, assessment, or rebalancing. Recognition that sometimes the most productive response is no response. Every other self-care skill produces output; rest produces silence. Use when all tending skills feel like more activity rather than less, when the system is functioning well but at high utilization, after sustained intensive work, or when the impulse to optimize is itself the problem.\n","rest",{"claudeCode":12},"SKILL.md frontmatter at skills/rest/SKILL.md (coalesced with duplicate skill at i18n/de/skills/rest, i18n/es/skills/rest, i18n/ja/skills/rest, i18n/zh-CN/skills/rest, i18n/wenyan/skills/rest, i18n/caveman/skills/rest, i18n/wenyan-lite/skills/rest, i18n/caveman-lite/skills/rest, i18n/wenyan-ultra/skills/rest, i18n/caveman-ultra/skills/rest)",[3370],{"path":1181,"priority":309},{"basePath":3372,"description":3373,"displayName":3374,"installMethods":3375,"rationale":3376,"selectedPaths":3377,"source":1172,"sourceLanguage":18,"type":255},"skills/review-codebase","Multi-phase deep codebase review with severity ratings and structured output. Covers architecture, security, code quality, and UX/accessibility in a single coordinated pass. Produces a prioritized findings table suitable for direct conversion to GitHub issues via the create-github-issues skill.\n","review-codebase",{"claudeCode":12},"SKILL.md frontmatter at skills/review-codebase/SKILL.md (coalesced with duplicate skill at i18n/de/skills/review-codebase, i18n/es/skills/review-codebase, i18n/ja/skills/review-codebase, i18n/zh-CN/skills/review-codebase, i18n/wenyan/skills/review-codebase, i18n/caveman/skills/review-codebase, i18n/wenyan-lite/skills/review-codebase, i18n/caveman-lite/skills/review-codebase, i18n/wenyan-ultra/skills/review-codebase, i18n/caveman-ultra/skills/review-codebase)",[3378],{"path":1181,"priority":309},{"basePath":3380,"description":3381,"displayName":3382,"installMethods":3383,"rationale":3384,"selectedPaths":3385,"source":1172,"sourceLanguage":18,"type":255},"skills/review-data-analysis","Review a data analysis for quality, correctness, and reproducibility. Covers data quality assessment, assumption checking, model validation, data leakage detection, and reproducibility verification. Use when reviewing a colleague's analysis before publication, validating an ML pipeline before production deployment, auditing a report for regulatory or business decision-making, or performing a second-analyst review in a regulated environment.\n","review-data-analysis",{"claudeCode":12},"SKILL.md frontmatter at skills/review-data-analysis/SKILL.md (coalesced with duplicate skill at i18n/de/skills/review-data-analysis, i18n/es/skills/review-data-analysis, i18n/ja/skills/review-data-analysis, i18n/zh-CN/skills/review-data-analysis, i18n/wenyan/skills/review-data-analysis, i18n/caveman/skills/review-data-analysis, i18n/wenyan-lite/skills/review-data-analysis, i18n/caveman-lite/skills/review-data-analysis, i18n/wenyan-ultra/skills/review-data-analysis, i18n/caveman-ultra/skills/review-data-analysis)",[3386],{"path":1181,"priority":309},{"basePath":3388,"description":3389,"displayName":3390,"installMethods":3391,"rationale":3392,"selectedPaths":3393,"source":1172,"sourceLanguage":18,"type":255},"skills/review-pull-request","Review a pull request end-to-end using GitHub CLI. Covers diff analysis, commit history review, CI/CD check verification, severity-leveled feedback (blocking/suggestion/nit/praise), and gh pr review submission. Use when a pull request is assigned for review, performing a self-review before requesting others' input, conducting a second review after feedback is addressed, or auditing a merged PR for post-merge quality assessment.\n","review-pull-request",{"claudeCode":12},"SKILL.md frontmatter at skills/review-pull-request/SKILL.md (coalesced with duplicate skill at i18n/de/skills/review-pull-request, i18n/es/skills/review-pull-request, i18n/ja/skills/review-pull-request, i18n/zh-CN/skills/review-pull-request, i18n/wenyan/skills/review-pull-request, i18n/caveman/skills/review-pull-request, i18n/wenyan-lite/skills/review-pull-request, i18n/caveman-lite/skills/review-pull-request, i18n/wenyan-ultra/skills/review-pull-request, i18n/caveman-ultra/skills/review-pull-request)",[3394],{"path":1181,"priority":309},{"basePath":3396,"description":3397,"displayName":3398,"installMethods":3399,"rationale":3400,"selectedPaths":3401,"source":1172,"sourceLanguage":18,"type":255},"skills/review-research","Conduct a peer review of research methodology, experimental design, and manuscript quality. Covers methodology evaluation, statistical appropriateness, reproducibility assessment, bias identification, and constructive feedback. Use when reviewing a manuscript, preprint, or internal research report, evaluating a research proposal or study protocol, assessing evidence quality behind a claim, or reviewing a thesis chapter or dissertation section.\n","review-research",{"claudeCode":12},"SKILL.md frontmatter at skills/review-research/SKILL.md (coalesced with duplicate skill at i18n/de/skills/review-research, i18n/es/skills/review-research, i18n/ja/skills/review-research, i18n/zh-CN/skills/review-research, i18n/wenyan/skills/review-research, i18n/caveman/skills/review-research, i18n/wenyan-lite/skills/review-research, i18n/caveman-lite/skills/review-research, i18n/wenyan-ultra/skills/review-research, i18n/caveman-ultra/skills/review-research)",[3402,3403,3404],{"path":1181,"priority":309},{"path":1239,"priority":317},{"path":2074,"priority":317},{"basePath":3406,"description":3407,"displayName":3408,"installMethods":3409,"rationale":3410,"selectedPaths":3411,"source":1172,"sourceLanguage":18,"type":255},"skills/review-skill-format","Review a SKILL.md file for compliance with the agentskills.io standard. Checks YAML frontmatter fields, required sections, line count limits, procedure step format, and registry synchronization. Use when a new skill needs format validation before merge, an existing skill has been modified and requires re-validation, performing a batch audit of all skills in a domain, or reviewing a contributor's skill submission in a pull request.\n","review-skill-format",{"claudeCode":12},"SKILL.md frontmatter at skills/review-skill-format/SKILL.md (coalesced with duplicate skill at i18n/de/skills/review-skill-format, i18n/es/skills/review-skill-format, i18n/ja/skills/review-skill-format, i18n/zh-CN/skills/review-skill-format, i18n/wenyan/skills/review-skill-format, i18n/caveman/skills/review-skill-format, i18n/wenyan-lite/skills/review-skill-format, i18n/caveman-lite/skills/review-skill-format, i18n/wenyan-ultra/skills/review-skill-format, i18n/caveman-ultra/skills/review-skill-format)",[3412],{"path":1181,"priority":309},{"basePath":3414,"description":3415,"displayName":3416,"installMethods":3417,"rationale":3418,"selectedPaths":3419,"source":1172,"sourceLanguage":18,"type":255},"skills/review-software-architecture","Review software architecture for coupling, cohesion, SOLID principles, API design, scalability, and technical debt. Covers system-level evaluation, architecture decision record review, and improvement recommendations. Use when evaluating a proposed architecture before implementation, assessing an existing system for scalability or security, reviewing ADRs, performing a technical debt assessment, or evaluating readiness for significant scale-up.\n","review-software-architecture",{"claudeCode":12},"SKILL.md frontmatter at skills/review-software-architecture/SKILL.md (coalesced with duplicate skill at i18n/de/skills/review-software-architecture, i18n/es/skills/review-software-architecture, i18n/ja/skills/review-software-architecture, i18n/zh-CN/skills/review-software-architecture, i18n/wenyan/skills/review-software-architecture, i18n/caveman/skills/review-software-architecture, i18n/wenyan-lite/skills/review-software-architecture, i18n/caveman-lite/skills/review-software-architecture, i18n/wenyan-ultra/skills/review-software-architecture, i18n/caveman-ultra/skills/review-software-architecture)",[3420],{"path":1181,"priority":309},{"basePath":3422,"description":3423,"displayName":3424,"installMethods":3425,"rationale":3426,"selectedPaths":3427,"source":1172,"sourceLanguage":18,"type":255},"skills/review-ux-ui","Review user experience and interface design using Nielsen's heuristics, WCAG 2.1 accessibility guidelines, keyboard and screen reader audit, user flow analysis, cognitive load assessment, and form usability evaluation. Use when conducting a usability review before release, assessing WCAG 2.1 accessibility compliance, evaluating user flows for efficiency, reviewing form design, or performing a heuristic evaluation of an existing interface.\n","review-ux-ui",{"claudeCode":12},"SKILL.md frontmatter at skills/review-ux-ui/SKILL.md (coalesced with duplicate skill at i18n/de/skills/review-ux-ui, i18n/es/skills/review-ux-ui, i18n/ja/skills/review-ux-ui, i18n/zh-CN/skills/review-ux-ui, i18n/wenyan/skills/review-ux-ui, i18n/caveman/skills/review-ux-ui, i18n/wenyan-lite/skills/review-ux-ui, i18n/caveman-lite/skills/review-ux-ui, i18n/wenyan-ultra/skills/review-ux-ui, i18n/caveman-ultra/skills/review-ux-ui)",[3428],{"path":1181,"priority":309},{"basePath":3430,"description":3431,"displayName":3432,"installMethods":3433,"rationale":3434,"selectedPaths":3435,"source":1172,"sourceLanguage":18,"type":255},"skills/review-web-design","Review web design for layout quality, typography, colour usage, spacing, responsive behaviour, brand consistency, and visual hierarchy. Covers design principles evaluation and improvement recommendations. Use when reviewing a design mockup before development, assessing an implemented site for design quality, providing feedback during a design review session, evaluating brand consistency, or checking responsive behaviour across breakpoints.\n","review-web-design",{"claudeCode":12},"SKILL.md frontmatter at skills/review-web-design/SKILL.md (coalesced with duplicate skill at i18n/de/skills/review-web-design, i18n/es/skills/review-web-design, i18n/ja/skills/review-web-design, i18n/zh-CN/skills/review-web-design, i18n/wenyan/skills/review-web-design, i18n/caveman/skills/review-web-design, i18n/wenyan-lite/skills/review-web-design, i18n/caveman-lite/skills/review-web-design, i18n/wenyan-ultra/skills/review-web-design, i18n/caveman-ultra/skills/review-web-design)",[3436],{"path":1181,"priority":309},{"basePath":3438,"description":3439,"displayName":3440,"installMethods":3441,"rationale":3442,"selectedPaths":3443,"source":1172,"sourceLanguage":18,"type":255},"skills/rotate-scraping-proxies","Escalate blocked scraping campaigns with provider-neutral proxy rotation — decide between datacenter, residential, and mobile pools, integrate rotation with scrapling, configure session stickiness for stateful flows, monitor cost and health, and stay inside legal and ethical boundaries. Use as the next step after `headless-web-scraping` client-side stealth (StealthyFetcher, rate limiting, robots.txt) is insufficient and traffic is legitimate.\n","rotate-scraping-proxies",{"claudeCode":12},"SKILL.md frontmatter at skills/rotate-scraping-proxies/SKILL.md (coalesced with duplicate skill at i18n/de/skills/rotate-scraping-proxies, i18n/es/skills/rotate-scraping-proxies, i18n/ja/skills/rotate-scraping-proxies, i18n/zh-CN/skills/rotate-scraping-proxies, i18n/wenyan/skills/rotate-scraping-proxies, i18n/caveman/skills/rotate-scraping-proxies, i18n/wenyan-lite/skills/rotate-scraping-proxies, i18n/caveman-lite/skills/rotate-scraping-proxies, i18n/wenyan-ultra/skills/rotate-scraping-proxies, i18n/caveman-ultra/skills/rotate-scraping-proxies)",[3444],{"path":1181,"priority":309},{"basePath":3446,"description":3447,"displayName":3448,"installMethods":3449,"rationale":3450,"selectedPaths":3451,"source":1172,"sourceLanguage":18,"type":255},"skills/run-ab-test-models","Design and execute A/B tests for ML models in production using traffic splitting, statistical significance testing, and canary/shadow deployment strategies. Measure performance differences and make data-driven decisions about model rollout. Use when validating a new model version before full rollout, comparing candidate models trained with different algorithms, measuring business metric impact of model changes, or when regulatory requirements mandate gradual rollout.\n","run-ab-test-models",{"claudeCode":12},"SKILL.md frontmatter at skills/run-ab-test-models/SKILL.md (coalesced with duplicate skill at i18n/de/skills/run-ab-test-models, i18n/es/skills/run-ab-test-models, i18n/ja/skills/run-ab-test-models, i18n/zh-CN/skills/run-ab-test-models, i18n/wenyan/skills/run-ab-test-models, i18n/caveman/skills/run-ab-test-models, i18n/wenyan-lite/skills/run-ab-test-models, i18n/caveman-lite/skills/run-ab-test-models, i18n/wenyan-ultra/skills/run-ab-test-models, i18n/caveman-ultra/skills/run-ab-test-models)",[3452,3453],{"path":1181,"priority":309},{"path":1506,"priority":317},{"basePath":3455,"description":3456,"displayName":3457,"installMethods":3458,"rationale":3459,"selectedPaths":3460,"source":1172,"sourceLanguage":18,"type":255},"skills/run-chaos-experiment","Design and execute chaos engineering experiments using Litmus or Chaos Mesh. Test system resilience through controlled fault injection, validate hypothesis-driven tests, and improve failure recovery. Use before major product launches, after architecture changes to validate resilience, during GameDays or disaster recovery drills, to validate assumptions about failure modes, or as part of an SRE maturity program.\n","run-chaos-experiment",{"claudeCode":12},"SKILL.md frontmatter at skills/run-chaos-experiment/SKILL.md (coalesced with duplicate skill at i18n/de/skills/run-chaos-experiment, i18n/es/skills/run-chaos-experiment, i18n/ja/skills/run-chaos-experiment, i18n/zh-CN/skills/run-chaos-experiment, i18n/wenyan/skills/run-chaos-experiment, i18n/caveman/skills/run-chaos-experiment, i18n/wenyan-lite/skills/run-chaos-experiment, i18n/caveman-lite/skills/run-chaos-experiment, i18n/wenyan-ultra/skills/run-chaos-experiment, i18n/caveman-ultra/skills/run-chaos-experiment)",[3461],{"path":1181,"priority":309},{"basePath":3463,"description":3464,"displayName":3465,"installMethods":3466,"rationale":3467,"selectedPaths":3468,"source":1172,"sourceLanguage":18,"type":255},"skills/run-puzzle-tests","Run the jigsawR test suite via WSL R execution. Supports full suite, filtered by pattern, or single file. Interprets pass/fail/skip counts and identifies failing tests. Never uses --vanilla flag (renv needs .Rprofile for activation). Use after modifying any R source code, after adding a new puzzle type or feature, before committing changes to verify nothing is broken, or when debugging a specific test failure.\n","run-puzzle-tests",{"claudeCode":12},"SKILL.md frontmatter at skills/run-puzzle-tests/SKILL.md (coalesced with duplicate skill at i18n/de/skills/run-puzzle-tests, i18n/es/skills/run-puzzle-tests, i18n/ja/skills/run-puzzle-tests, i18n/zh-CN/skills/run-puzzle-tests, i18n/wenyan/skills/run-puzzle-tests, i18n/caveman/skills/run-puzzle-tests, i18n/wenyan-lite/skills/run-puzzle-tests, i18n/caveman-lite/skills/run-puzzle-tests, i18n/wenyan-ultra/skills/run-puzzle-tests, i18n/caveman-ultra/skills/run-puzzle-tests)",[3469],{"path":1181,"priority":309},{"basePath":3471,"description":3472,"displayName":3473,"installMethods":3474,"rationale":3475,"selectedPaths":3476,"source":1172,"sourceLanguage":18,"type":255},"skills/scaffold-cli-command","Scaffold a new CLI command using Commander.js with options, action handler, three output modes (human-readable, quiet, JSON), and optional ceremony variant. Covers command naming, option design, shared context patterns, error handling, and integration testing. Use when adding a command to an existing Commander.js CLI, designing a new CLI tool from scratch, or standardizing command structure across a multi-command CLI.\n","scaffold-cli-command",{"claudeCode":12},"SKILL.md frontmatter at skills/scaffold-cli-command/SKILL.md (coalesced with duplicate skill at i18n/de/skills/scaffold-cli-command, i18n/es/skills/scaffold-cli-command, i18n/ja/skills/scaffold-cli-command, i18n/zh-CN/skills/scaffold-cli-command, i18n/wenyan/skills/scaffold-cli-command, i18n/caveman/skills/scaffold-cli-command, i18n/wenyan-lite/skills/scaffold-cli-command, i18n/caveman-lite/skills/scaffold-cli-command, i18n/wenyan-ultra/skills/scaffold-cli-command, i18n/caveman-ultra/skills/scaffold-cli-command)",[3477],{"path":1181,"priority":309},{"basePath":3479,"description":3480,"displayName":3481,"installMethods":3482,"rationale":3483,"selectedPaths":3484,"source":1172,"sourceLanguage":18,"type":255},"skills/scaffold-mcp-server","Scaffold a new MCP server from tool specifications using the official SDK (TypeScript or Python), including transport configuration, tool handlers, and test harness. Use when you have a tool specification and need a working server, when starting a new MCP server project and want correct structure from the start, when migrating an existing tool integration to the MCP protocol, or when prototyping a tool surface to test with Claude Code before full implementation.\n","scaffold-mcp-server",{"claudeCode":12},"SKILL.md frontmatter at skills/scaffold-mcp-server/SKILL.md (coalesced with duplicate skill at i18n/de/skills/scaffold-mcp-server, i18n/es/skills/scaffold-mcp-server, i18n/ja/skills/scaffold-mcp-server, i18n/zh-CN/skills/scaffold-mcp-server, i18n/wenyan/skills/scaffold-mcp-server, i18n/caveman/skills/scaffold-mcp-server, i18n/wenyan-lite/skills/scaffold-mcp-server, i18n/caveman-lite/skills/scaffold-mcp-server, i18n/wenyan-ultra/skills/scaffold-mcp-server, i18n/caveman-ultra/skills/scaffold-mcp-server)",[3485],{"path":1181,"priority":309},{"basePath":3487,"description":3488,"displayName":3489,"installMethods":3490,"rationale":3491,"selectedPaths":3492,"source":1172,"sourceLanguage":18,"type":255},"skills/scaffold-nextjs-app","Scaffold a new Next.js application with App Router, TypeScript, and modern defaults. Covers project creation, directory structure, routing setup, and initial configuration. Use when starting a new web application project, creating a React-based frontend with server-side rendering, building a full-stack application with API routes, or setting up a TypeScript web project from scratch.\n","scaffold-nextjs-app",{"claudeCode":12},"SKILL.md frontmatter at skills/scaffold-nextjs-app/SKILL.md (coalesced with duplicate skill at i18n/de/skills/scaffold-nextjs-app, i18n/es/skills/scaffold-nextjs-app, i18n/ja/skills/scaffold-nextjs-app, i18n/zh-CN/skills/scaffold-nextjs-app, i18n/wenyan/skills/scaffold-nextjs-app, i18n/caveman/skills/scaffold-nextjs-app, i18n/wenyan-lite/skills/scaffold-nextjs-app, i18n/caveman-lite/skills/scaffold-nextjs-app, i18n/wenyan-ultra/skills/scaffold-nextjs-app, i18n/caveman-ultra/skills/scaffold-nextjs-app)",[3493],{"path":1181,"priority":309},{"basePath":3495,"description":3496,"displayName":3497,"installMethods":3498,"rationale":3499,"selectedPaths":3500,"source":1172,"sourceLanguage":18,"type":255},"skills/scaffold-shiny-app","Scaffold a new Shiny application using golem (production R package), rhino (enterprise), or vanilla (quick prototype) structure. Covers framework selection, project initialization, and first module creation. Use when starting a new interactive web application in R, creating a dashboard or data explorer prototype, setting up a production Shiny app as an R package with golem, or bootstrapping an enterprise Shiny project with rhino.\n","scaffold-shiny-app",{"claudeCode":12},"SKILL.md frontmatter at skills/scaffold-shiny-app/SKILL.md (coalesced with duplicate skill at i18n/de/skills/scaffold-shiny-app, i18n/es/skills/scaffold-shiny-app, i18n/ja/skills/scaffold-shiny-app, i18n/zh-CN/skills/scaffold-shiny-app, i18n/wenyan/skills/scaffold-shiny-app, i18n/caveman/skills/scaffold-shiny-app, i18n/wenyan-lite/skills/scaffold-shiny-app, i18n/caveman-lite/skills/scaffold-shiny-app, i18n/wenyan-ultra/skills/scaffold-shiny-app, i18n/caveman-ultra/skills/scaffold-shiny-app)",[3501],{"path":1181,"priority":309},{"basePath":3503,"description":3504,"displayName":3505,"installMethods":3506,"rationale":3507,"selectedPaths":3508,"source":1172,"sourceLanguage":18,"type":255},"skills/scale-colony","Scale distributed systems and organizations through colony budding, role differentiation, and growth-triggered architectural transitions. Covers growth phase recognition, age polyethism, fission protocols, inter-colony coordination, and scaling limit detection. Use when a team or system that worked at 10 agents breaks down at 50, when communication overhead grows faster than productive output, when planning a growth phase proactively, or when coordination failures correlate with size such as lost messages, duplicated work, or unclear ownership.\n","scale-colony",{"claudeCode":12},"SKILL.md frontmatter at skills/scale-colony/SKILL.md (coalesced with duplicate skill at i18n/de/skills/scale-colony, i18n/es/skills/scale-colony, i18n/ja/skills/scale-colony, i18n/zh-CN/skills/scale-colony, i18n/wenyan/skills/scale-colony, i18n/caveman/skills/scale-colony, i18n/wenyan-lite/skills/scale-colony, i18n/caveman-lite/skills/scale-colony, i18n/wenyan-ultra/skills/scale-colony, i18n/caveman-ultra/skills/scale-colony)",[3509],{"path":1181,"priority":309},{"basePath":3511,"description":3512,"displayName":3513,"installMethods":3514,"rationale":3515,"selectedPaths":3516,"source":1172,"sourceLanguage":18,"type":255},"skills/screen-trademark","Screen a proposed trademark for conflicts and distinctiveness before filing. Covers trademark database searches (TMview, WIPO Global Brand Database, USPTO TESS), distinctiveness analysis using the Abercrombie spectrum, likelihood of confusion assessment using DuPont factors and EUIPO relative grounds, common law rights evaluation, and goods/services overlap analysis. Produces a conflict report with a risk matrix. Use before adopting a new brand name, logo, or slogan — distinct from patent prior art search, which uses different databases, legal frameworks, and analysis methods.\n","screen-trademark",{"claudeCode":12},"SKILL.md frontmatter at skills/screen-trademark/SKILL.md (coalesced with duplicate skill at i18n/de/skills/screen-trademark, i18n/es/skills/screen-trademark, i18n/ja/skills/screen-trademark, i18n/zh-CN/skills/screen-trademark, i18n/wenyan/skills/screen-trademark, i18n/caveman/skills/screen-trademark, i18n/wenyan-lite/skills/screen-trademark, i18n/caveman-lite/skills/screen-trademark, i18n/wenyan-ultra/skills/screen-trademark, i18n/caveman-ultra/skills/screen-trademark)",[3517],{"path":1181,"priority":309},{"basePath":3519,"description":3520,"displayName":3521,"installMethods":3522,"rationale":3523,"selectedPaths":3524,"source":1172,"sourceLanguage":18,"type":255},"skills/script-blender-automation","Write Blender Python scripts for procedural modeling, animation, batch operations, and add-on development using advanced bpy API patterns. Use when automating repetitive modeling or animation tasks, generating procedural geometry from algorithms or data, creating batch rendering pipelines with parameter variations, building custom operators or add-ons, or integrating Blender with external data pipelines and APIs.\n","script-blender-automation",{"claudeCode":12},"SKILL.md frontmatter at skills/script-blender-automation/SKILL.md (coalesced with duplicate skill at i18n/de/skills/script-blender-automation, i18n/es/skills/script-blender-automation, i18n/ja/skills/script-blender-automation, i18n/zh-CN/skills/script-blender-automation, i18n/wenyan/skills/script-blender-automation, i18n/caveman/skills/script-blender-automation, i18n/wenyan-lite/skills/script-blender-automation, i18n/caveman-lite/skills/script-blender-automation, i18n/wenyan-ultra/skills/script-blender-automation, i18n/caveman-ultra/skills/script-blender-automation)",[3525],{"path":1181,"priority":309},{"basePath":3527,"description":3528,"displayName":3529,"installMethods":3530,"rationale":3531,"selectedPaths":3532,"source":1172,"sourceLanguage":18,"type":255},"skills/search-prior-art","Search for prior art relevant to a specific invention or patent claim. Covers patent literature, non-patent literature (academic papers, products, open source), defensive publications, and standard-essential patents. Use when evaluating whether an invention is novel and non-obvious before filing, challenging the validity of an existing patent, supporting a freedom-to-operate analysis, documenting a defensive publication, or responding to a patent office action questioning novelty or obviousness.\n","search-prior-art",{"claudeCode":12},"SKILL.md frontmatter at skills/search-prior-art/SKILL.md (coalesced with duplicate skill at i18n/de/skills/search-prior-art, i18n/es/skills/search-prior-art, i18n/ja/skills/search-prior-art, i18n/zh-CN/skills/search-prior-art, i18n/wenyan/skills/search-prior-art, i18n/caveman/skills/search-prior-art, i18n/wenyan-lite/skills/search-prior-art, i18n/caveman-lite/skills/search-prior-art, i18n/wenyan-ultra/skills/search-prior-art, i18n/caveman-ultra/skills/search-prior-art)",[3533],{"path":1181,"priority":309},{"basePath":3535,"description":3536,"displayName":3537,"installMethods":3538,"rationale":3539,"selectedPaths":3540,"source":1172,"sourceLanguage":18,"type":255},"skills/security-audit-codebase","Perform a security audit of a codebase checking for exposed secrets, vulnerable dependencies, injection vulnerabilities, insecure configurations, and OWASP Top 10 issues. Use before publishing or deploying a project, for periodic security reviews, after adding authentication or API integration, before open-sourcing a private repository, or when preparing for a security compliance audit.\n","security-audit-codebase",{"claudeCode":12},"SKILL.md frontmatter at skills/security-audit-codebase/SKILL.md (coalesced with duplicate skill at i18n/de/skills/security-audit-codebase, i18n/es/skills/security-audit-codebase, i18n/ja/skills/security-audit-codebase, i18n/zh-CN/skills/security-audit-codebase, i18n/wenyan/skills/security-audit-codebase, i18n/caveman/skills/security-audit-codebase, i18n/wenyan-lite/skills/security-audit-codebase, i18n/caveman-lite/skills/security-audit-codebase, i18n/wenyan-ultra/skills/security-audit-codebase, i18n/caveman-ultra/skills/security-audit-codebase)",[3541],{"path":1181,"priority":309},{"basePath":3543,"description":3544,"displayName":3545,"installMethods":3546,"rationale":3547,"selectedPaths":3548,"source":1172,"sourceLanguage":18,"type":255},"skills/select-print-material","Choose 3D printing materials based on mechanical, thermal, and chemical requirements. Covers PLA, PETG, ABS, ASA, TPU, Nylon, and resin variants with property comparisons. Use when selecting material for parts with specific mechanical or thermal requirements, choosing for outdoor or chemical exposure, evaluating food-safe or biocompatible applications, balancing printability vs. performance, or troubleshooting material-related print failures.\n","select-print-material",{"claudeCode":12},"SKILL.md frontmatter at skills/select-print-material/SKILL.md (coalesced with duplicate skill at i18n/de/skills/select-print-material, i18n/es/skills/select-print-material, i18n/ja/skills/select-print-material, i18n/zh-CN/skills/select-print-material, i18n/wenyan/skills/select-print-material, i18n/caveman/skills/select-print-material, i18n/wenyan-lite/skills/select-print-material, i18n/caveman-lite/skills/select-print-material, i18n/wenyan-ultra/skills/select-print-material, i18n/caveman-ultra/skills/select-print-material)",[3549],{"path":1181,"priority":309},{"basePath":3551,"description":3552,"displayName":3553,"installMethods":3554,"rationale":3555,"selectedPaths":3556,"source":1172,"sourceLanguage":18,"type":255},"skills/serialize-data-formats","Serialize and deserialize data across common formats including JSON, XML, YAML, Protocol Buffers, MessagePack, and Apache Arrow/Parquet. Covers format selection criteria, encoding/decoding patterns, performance trade-offs, and interoperability considerations. Use when choosing a wire format for API communication, persisting structured data to disk, exchanging data between systems written in different languages, optimizing transfer size or parsing speed, or migrating from one serialization format to another.\n","serialize-data-formats",{"claudeCode":12},"SKILL.md frontmatter at skills/serialize-data-formats/SKILL.md (coalesced with duplicate skill at i18n/de/skills/serialize-data-formats, i18n/es/skills/serialize-data-formats, i18n/ja/skills/serialize-data-formats, i18n/zh-CN/skills/serialize-data-formats, i18n/wenyan/skills/serialize-data-formats, i18n/caveman/skills/serialize-data-formats, i18n/wenyan-lite/skills/serialize-data-formats, i18n/caveman-lite/skills/serialize-data-formats, i18n/wenyan-ultra/skills/serialize-data-formats, i18n/caveman-ultra/skills/serialize-data-formats)",[3557],{"path":1181,"priority":309},{"basePath":3559,"description":3560,"displayName":3561,"installMethods":3562,"rationale":3563,"selectedPaths":3564,"source":1172,"sourceLanguage":18,"type":255},"skills/setup-automl-pipeline","Configure automated machine learning pipelines using Optuna or Ray Tune for hyperparameter optimization. Implement efficient search strategies (Hyperband, ASHA), define search spaces, and set up early stopping to find optimal model configurations with minimal manual tuning. Use when starting a new ML project and needing to quickly find good configurations, retraining with new data and re-optimizing hyperparameters, comparing multiple algorithms, or when the team lacks deep expertise in specific algorithm hyperparameters.\n","setup-automl-pipeline",{"claudeCode":12},"SKILL.md frontmatter at skills/setup-automl-pipeline/SKILL.md (coalesced with duplicate skill at i18n/de/skills/setup-automl-pipeline, i18n/es/skills/setup-automl-pipeline, i18n/ja/skills/setup-automl-pipeline, i18n/zh-CN/skills/setup-automl-pipeline, i18n/wenyan/skills/setup-automl-pipeline, i18n/caveman/skills/setup-automl-pipeline, i18n/wenyan-lite/skills/setup-automl-pipeline, i18n/caveman-lite/skills/setup-automl-pipeline, i18n/wenyan-ultra/skills/setup-automl-pipeline, i18n/caveman-ultra/skills/setup-automl-pipeline)",[3565,3566],{"path":1181,"priority":309},{"path":1506,"priority":317},{"basePath":3568,"description":3569,"displayName":3570,"installMethods":3571,"rationale":3572,"selectedPaths":3573,"source":1172,"sourceLanguage":18,"type":255},"skills/setup-compose-stack","Configure general-purpose Docker Compose stacks for common application patterns. Covers web app + database + cache + worker services, named volumes, networks, health checks, depends_on, environment management, and profiles. Use when running a web app with a database or cache, setting up a development environment with multiple services, orchestrating background workers alongside an API, or creating reproducible multi-service environments across teams.\n","setup-compose-stack",{"claudeCode":12},"SKILL.md frontmatter at skills/setup-compose-stack/SKILL.md (coalesced with duplicate skill at i18n/de/skills/setup-compose-stack, i18n/es/skills/setup-compose-stack, i18n/ja/skills/setup-compose-stack, i18n/zh-CN/skills/setup-compose-stack, i18n/wenyan/skills/setup-compose-stack, i18n/caveman/skills/setup-compose-stack, i18n/wenyan-lite/skills/setup-compose-stack, i18n/caveman-lite/skills/setup-compose-stack, i18n/wenyan-ultra/skills/setup-compose-stack, i18n/caveman-ultra/skills/setup-compose-stack)",[3574],{"path":1181,"priority":309},{"basePath":3576,"description":3577,"displayName":3578,"installMethods":3579,"rationale":3580,"selectedPaths":3581,"source":1172,"sourceLanguage":18,"type":255},"skills/setup-container-registry","Configure container image registries including GitHub Container Registry (ghcr.io), Docker Hub, and Harbor with automated image scanning, tagging strategies, retention policies, and CI/CD integration for secure image distribution. Use when setting up a private container registry, migrating from Docker Hub to self-hosted registries, implementing vulnerability scanning in CI/CD pipelines, managing multi-architecture images, enforcing image signing, or configuring automatic cleanup and retention policies.\n","setup-container-registry",{"claudeCode":12},"SKILL.md frontmatter at skills/setup-container-registry/SKILL.md (coalesced with duplicate skill at i18n/de/skills/setup-container-registry, i18n/es/skills/setup-container-registry, i18n/ja/skills/setup-container-registry, i18n/zh-CN/skills/setup-container-registry, i18n/wenyan/skills/setup-container-registry, i18n/caveman/skills/setup-container-registry, i18n/wenyan-lite/skills/setup-container-registry, i18n/caveman-lite/skills/setup-container-registry, i18n/wenyan-ultra/skills/setup-container-registry, i18n/caveman-ultra/skills/setup-container-registry)",[3582,3583],{"path":1181,"priority":309},{"path":1506,"priority":317},{"basePath":3585,"description":3586,"displayName":3587,"installMethods":3588,"rationale":3589,"selectedPaths":3590,"source":1172,"sourceLanguage":18,"type":255},"skills/setup-docker-compose","Configure Docker Compose for multi-container R development environments. Covers service definitions, volume mounts, networking, environment variables, and development vs production configurations. Use when running R alongside other services (databases, APIs), setting up a reproducible R development environment, orchestrating an R-based MCP server container, or managing environment variables and volume mounts for R projects.\n","setup-docker-compose",{"claudeCode":12},"SKILL.md frontmatter at skills/setup-docker-compose/SKILL.md (coalesced with duplicate skill at i18n/de/skills/setup-docker-compose, i18n/es/skills/setup-docker-compose, i18n/ja/skills/setup-docker-compose, i18n/zh-CN/skills/setup-docker-compose, i18n/wenyan/skills/setup-docker-compose, i18n/caveman/skills/setup-docker-compose, i18n/wenyan-lite/skills/setup-docker-compose, i18n/caveman-lite/skills/setup-docker-compose, i18n/wenyan-ultra/skills/setup-docker-compose, i18n/caveman-ultra/skills/setup-docker-compose)",[3591],{"path":1181,"priority":309},{"basePath":3593,"description":3594,"displayName":3595,"installMethods":3596,"rationale":3597,"selectedPaths":3598,"source":1172,"sourceLanguage":18,"type":255},"skills/setup-github-actions-ci","Configure GitHub Actions CI/CD for R packages including R CMD check on multiple platforms, test coverage reporting, and pkgdown site deployment. Uses r-lib/actions for standard workflows. Use when setting up CI/CD for a new R package, adding multi-platform testing to an existing package, configuring automated pkgdown site deployment, or adding code coverage reporting to a repository.\n","setup-github-actions-ci",{"claudeCode":12},"SKILL.md frontmatter at skills/setup-github-actions-ci/SKILL.md (coalesced with duplicate skill at i18n/de/skills/setup-github-actions-ci, i18n/es/skills/setup-github-actions-ci, i18n/ja/skills/setup-github-actions-ci, i18n/zh-CN/skills/setup-github-actions-ci, i18n/wenyan/skills/setup-github-actions-ci, i18n/caveman/skills/setup-github-actions-ci, i18n/wenyan-lite/skills/setup-github-actions-ci, i18n/caveman-lite/skills/setup-github-actions-ci, i18n/wenyan-ultra/skills/setup-github-actions-ci, i18n/caveman-ultra/skills/setup-github-actions-ci)",[3599],{"path":1181,"priority":309},{"basePath":3601,"description":3602,"displayName":3603,"installMethods":3604,"rationale":3605,"selectedPaths":3606,"source":1172,"sourceLanguage":18,"type":255},"skills/setup-gxp-r-project","Set up an R project structure compliant with GxP regulations (21 CFR Part 11, EU Annex 11). Covers validated environments, qualification documentation, change control, and electronic records requirements. Use when starting an R analysis project in a regulated environment (pharma, biotech, medical devices), setting up R for clinical trial analysis, creating a validated computing environment for regulatory submissions, or implementing 21 CFR Part 11 or EU Annex 11 requirements.\n","setup-gxp-r-project",{"claudeCode":12},"SKILL.md frontmatter at skills/setup-gxp-r-project/SKILL.md (coalesced with duplicate skill at i18n/de/skills/setup-gxp-r-project, i18n/es/skills/setup-gxp-r-project, i18n/ja/skills/setup-gxp-r-project, i18n/zh-CN/skills/setup-gxp-r-project, i18n/wenyan/skills/setup-gxp-r-project, i18n/caveman/skills/setup-gxp-r-project, i18n/wenyan-lite/skills/setup-gxp-r-project, i18n/caveman-lite/skills/setup-gxp-r-project, i18n/wenyan-ultra/skills/setup-gxp-r-project, i18n/caveman-ultra/skills/setup-gxp-r-project)",[3607],{"path":1181,"priority":309},{"basePath":3609,"description":3610,"displayName":3611,"installMethods":3612,"rationale":3613,"selectedPaths":3614,"source":1172,"sourceLanguage":18,"type":255},"skills/setup-local-kubernetes","Set up a local Kubernetes development environment using kind, k3d, or minikube for fast inner-loop development. Covers cluster creation, ingress configuration, local registry setup, and integration with development tools like Skaffold and Tilt for automatic rebuild and redeploy workflows. Use when needing a local Kubernetes environment for development, testing manifests or Helm charts before production deployment, wanting fast automatic rebuild-and-redeploy cycles, or learning Kubernetes without cloud costs.\n","setup-local-kubernetes",{"claudeCode":12},"SKILL.md frontmatter at skills/setup-local-kubernetes/SKILL.md (coalesced with duplicate skill at i18n/de/skills/setup-local-kubernetes, i18n/es/skills/setup-local-kubernetes, i18n/ja/skills/setup-local-kubernetes, i18n/zh-CN/skills/setup-local-kubernetes, i18n/wenyan/skills/setup-local-kubernetes, i18n/caveman/skills/setup-local-kubernetes, i18n/wenyan-lite/skills/setup-local-kubernetes, i18n/caveman-lite/skills/setup-local-kubernetes, i18n/wenyan-ultra/skills/setup-local-kubernetes, i18n/caveman-ultra/skills/setup-local-kubernetes)",[3615,3616],{"path":1181,"priority":309},{"path":1506,"priority":317},{"basePath":3618,"description":3619,"displayName":3620,"installMethods":3621,"rationale":3622,"selectedPaths":3623,"source":1172,"sourceLanguage":18,"type":255},"skills/setup-prometheus-monitoring","Configure Prometheus for time-series metrics collection, including scrape configurations, service discovery, recording rules, and federation patterns for multi-cluster deployments. Use when setting up centralized metrics collection for microservices, implementing time-series monitoring for application and infrastructure, establishing a foundation for SLO/SLI tracking and alerting, or migrating from legacy monitoring solutions to a modern observability stack.\n","setup-prometheus-monitoring",{"claudeCode":12},"SKILL.md frontmatter at skills/setup-prometheus-monitoring/SKILL.md (coalesced with duplicate skill at i18n/de/skills/setup-prometheus-monitoring, i18n/es/skills/setup-prometheus-monitoring, i18n/ja/skills/setup-prometheus-monitoring, i18n/zh-CN/skills/setup-prometheus-monitoring, i18n/wenyan/skills/setup-prometheus-monitoring, i18n/caveman/skills/setup-prometheus-monitoring, i18n/wenyan-lite/skills/setup-prometheus-monitoring, i18n/caveman-lite/skills/setup-prometheus-monitoring, i18n/wenyan-ultra/skills/setup-prometheus-monitoring, i18n/caveman-ultra/skills/setup-prometheus-monitoring)",[3624],{"path":1181,"priority":309},{"basePath":3626,"description":3627,"displayName":3628,"installMethods":3629,"rationale":3630,"selectedPaths":3631,"source":1172,"sourceLanguage":18,"type":255},"skills/setup-putior-ci","Set up GitHub Actions CI/CD to automatically regenerate putior workflow diagrams on push. Covers workflow YAML creation, R script for diagram generation with sentinel markers, auto-commit of updated diagrams, and README sentinel integration for in-place diagram updates. Use when workflow diagrams should always reflect the current state of the code, when multiple contributors may change workflow-affecting code, or when replacing manual diagram regeneration with an automated CI/CD pipeline.\n","setup-putior-ci",{"claudeCode":12},"SKILL.md frontmatter at skills/setup-putior-ci/SKILL.md (coalesced with duplicate skill at i18n/de/skills/setup-putior-ci, i18n/es/skills/setup-putior-ci, i18n/ja/skills/setup-putior-ci, i18n/zh-CN/skills/setup-putior-ci, i18n/wenyan/skills/setup-putior-ci, i18n/caveman/skills/setup-putior-ci, i18n/wenyan-lite/skills/setup-putior-ci, i18n/caveman-lite/skills/setup-putior-ci, i18n/wenyan-ultra/skills/setup-putior-ci, i18n/caveman-ultra/skills/setup-putior-ci)",[3632],{"path":1181,"priority":309},{"basePath":3634,"description":3635,"displayName":3636,"installMethods":3637,"rationale":3638,"selectedPaths":3639,"source":1172,"sourceLanguage":18,"type":255},"skills/setup-service-mesh","Deploy and configure a service mesh (Istio or Linkerd) to enable secure service-to-service communication, traffic management, observability, and policy enforcement in Kubernetes clusters. Covers installation, mTLS configuration, traffic routing, circuit breaking, and integration with monitoring tools. Use when microservices need encrypted service-to-service communication, fine-grained traffic control for canary or A/B deployments, observability across all service interactions without application changes, or consistent circuit breaking and retry policies.\n","setup-service-mesh",{"claudeCode":12},"SKILL.md frontmatter at skills/setup-service-mesh/SKILL.md (coalesced with duplicate skill at i18n/de/skills/setup-service-mesh, i18n/es/skills/setup-service-mesh, i18n/ja/skills/setup-service-mesh, i18n/zh-CN/skills/setup-service-mesh, i18n/wenyan/skills/setup-service-mesh, i18n/caveman/skills/setup-service-mesh, i18n/wenyan-lite/skills/setup-service-mesh, i18n/caveman-lite/skills/setup-service-mesh, i18n/wenyan-ultra/skills/setup-service-mesh, i18n/caveman-ultra/skills/setup-service-mesh)",[3640,3641],{"path":1181,"priority":309},{"path":1506,"priority":317},{"basePath":3643,"description":3644,"displayName":3645,"installMethods":3646,"rationale":3647,"selectedPaths":3648,"source":1172,"sourceLanguage":18,"type":255},"skills/setup-tailwind-typescript","Configure Tailwind CSS with TypeScript in a Next.js or React project. Covers installation, configuration, custom theme extensions, component patterns, and type-safe styling utilities. Use when adding Tailwind CSS to an existing TypeScript project, customizing the Tailwind theme for a project's design system, setting up type-safe component styling patterns, or configuring Tailwind plugins and extensions.\n","setup-tailwind-typescript",{"claudeCode":12},"SKILL.md frontmatter at skills/setup-tailwind-typescript/SKILL.md (coalesced with duplicate skill at i18n/de/skills/setup-tailwind-typescript, i18n/es/skills/setup-tailwind-typescript, i18n/ja/skills/setup-tailwind-typescript, i18n/zh-CN/skills/setup-tailwind-typescript, i18n/wenyan/skills/setup-tailwind-typescript, i18n/caveman/skills/setup-tailwind-typescript, i18n/wenyan-lite/skills/setup-tailwind-typescript, i18n/caveman-lite/skills/setup-tailwind-typescript, i18n/wenyan-ultra/skills/setup-tailwind-typescript, i18n/caveman-ultra/skills/setup-tailwind-typescript)",[3649],{"path":1181,"priority":309},{"basePath":3651,"description":3652,"displayName":3653,"installMethods":3654,"rationale":3655,"selectedPaths":3656,"source":1172,"sourceLanguage":18,"type":255},"skills/setup-uptime-checks","Configure external uptime monitoring using Blackbox Exporter and Prometheus. Implement SSL certificate monitoring, HTTP endpoint health checks, and status pages for customer-facing visibility. Use when monitoring customer-facing endpoints such as APIs and websites, tracking SSL certificate expiration, validating service availability from multiple regions, creating public status pages, or meeting SLA requirements for uptime reporting.\n","setup-uptime-checks",{"claudeCode":12},"SKILL.md frontmatter at skills/setup-uptime-checks/SKILL.md (coalesced with duplicate skill at i18n/de/skills/setup-uptime-checks, i18n/es/skills/setup-uptime-checks, i18n/ja/skills/setup-uptime-checks, i18n/zh-CN/skills/setup-uptime-checks, i18n/wenyan/skills/setup-uptime-checks, i18n/caveman/skills/setup-uptime-checks, i18n/wenyan-lite/skills/setup-uptime-checks, i18n/caveman-lite/skills/setup-uptime-checks, i18n/wenyan-ultra/skills/setup-uptime-checks, i18n/caveman-ultra/skills/setup-uptime-checks)",[3657,3658],{"path":1181,"priority":309},{"path":1506,"priority":317},{"basePath":3660,"description":3661,"displayName":3662,"installMethods":3663,"rationale":3664,"selectedPaths":3665,"source":1172,"sourceLanguage":18,"type":255},"skills/setup-wsl-dev-environment","Set up a WSL2 development environment on Windows including shell configuration, essential tools, Git, SSH keys, Node.js, Python, and cross-platform path management. Use when setting up a new Windows machine for development, configuring WSL2 for the first time, adding development tools to an existing WSL installation, or setting up cross-platform workflows that combine WSL and Windows tools.\n","setup-wsl-dev-environment",{"claudeCode":12},"SKILL.md frontmatter at skills/setup-wsl-dev-environment/SKILL.md (coalesced with duplicate skill at i18n/de/skills/setup-wsl-dev-environment, i18n/es/skills/setup-wsl-dev-environment, i18n/ja/skills/setup-wsl-dev-environment, i18n/zh-CN/skills/setup-wsl-dev-environment, i18n/wenyan/skills/setup-wsl-dev-environment, i18n/caveman/skills/setup-wsl-dev-environment, i18n/wenyan-lite/skills/setup-wsl-dev-environment, i18n/caveman-lite/skills/setup-wsl-dev-environment, i18n/wenyan-ultra/skills/setup-wsl-dev-environment, i18n/caveman-ultra/skills/setup-wsl-dev-environment)",[3666],{"path":1181,"priority":309},{"basePath":3668,"description":3669,"displayName":3670,"installMethods":3671,"rationale":3672,"selectedPaths":3673,"source":1172,"sourceLanguage":18,"type":255},"skills/sharpen-knife","Sharpen and maintain knives using whetstones, field stones, and improvised abrasives. Covers blade anatomy, bevel assessment, whetstone technique (coarse to fine progression), stropping, sharpness testing, field sharpening methods, and ongoing edge maintenance. Use when a knife fails the fingernail test, when cutting tasks require excessive pressure, before a trip where a sharp blade is essential, after heavy use, or when a blade has visible nicks or a rolled edge. Applicable to bushcraft blades, folding knives, and garden cutting tools.\n","sharpen-knife",{"claudeCode":12},"SKILL.md frontmatter at skills/sharpen-knife/SKILL.md (coalesced with duplicate skill at i18n/de/skills/sharpen-knife, i18n/es/skills/sharpen-knife, i18n/ja/skills/sharpen-knife, i18n/zh-CN/skills/sharpen-knife, i18n/wenyan/skills/sharpen-knife, i18n/caveman/skills/sharpen-knife, i18n/wenyan-lite/skills/sharpen-knife, i18n/caveman-lite/skills/sharpen-knife, i18n/wenyan-ultra/skills/sharpen-knife, i18n/caveman-ultra/skills/sharpen-knife)",[3674],{"path":1181,"priority":309},{"basePath":3676,"description":3677,"displayName":3678,"installMethods":3679,"rationale":3680,"selectedPaths":3681,"source":1172,"sourceLanguage":18,"type":255},"skills/shift-camouflage","Implement cuttlefish-inspired adaptive interfaces — polymorphic APIs, context-aware behavior, feature flags, and attack surface reduction. Covers environmental assessment, chromatophore mapping, dynamic interface generation, behavioral polymorphism, and pattern disruption for systems that must present different faces to different observers. Use when a system must present different interfaces to different consumers, when reducing attack surface by exposing only what each observer needs, when implementing feature flags or progressive rollouts at the interface level, or when adapting behavior to environmental context without core changes.\n","shift-camouflage",{"claudeCode":12},"SKILL.md frontmatter at skills/shift-camouflage/SKILL.md (coalesced with duplicate skill at i18n/de/skills/shift-camouflage, i18n/es/skills/shift-camouflage, i18n/ja/skills/shift-camouflage, i18n/zh-CN/skills/shift-camouflage, i18n/wenyan/skills/shift-camouflage, i18n/caveman/skills/shift-camouflage, i18n/wenyan-lite/skills/shift-camouflage, i18n/caveman-lite/skills/shift-camouflage, i18n/wenyan-ultra/skills/shift-camouflage, i18n/caveman-ultra/skills/shift-camouflage)",[3682],{"path":1181,"priority":309},{"basePath":3684,"description":3685,"displayName":3686,"installMethods":3687,"rationale":3688,"selectedPaths":3689,"source":1172,"sourceLanguage":18,"type":255},"skills/shine","Radiant authenticity — channeling genuine engagement to illuminate problems and dissolve opposition through clarity rather than force. Maps to AI reasoning: bringing full presence, genuine investment, and luminous clarity to every response, letting quality of engagement resolve what argument cannot. Use when a task feels adversarial, when communication has become defensive or performative, before a creative or high-stakes deliverable where presence directly affects output quality, or when opposition tempts retreat into minimal compliance.\n","shine",{"claudeCode":12},"SKILL.md frontmatter at skills/shine/SKILL.md (coalesced with duplicate skill at i18n/de/skills/shine, i18n/es/skills/shine, i18n/ja/skills/shine, i18n/zh-CN/skills/shine, i18n/wenyan/skills/shine, i18n/caveman/skills/shine, i18n/wenyan-lite/skills/shine, i18n/caveman-lite/skills/shine, i18n/wenyan-ultra/skills/shine, i18n/caveman-ultra/skills/shine)",[3690],{"path":1181,"priority":309},{"basePath":3692,"description":3693,"displayName":3694,"installMethods":3695,"rationale":3696,"selectedPaths":3697,"source":1172,"sourceLanguage":18,"type":255},"skills/shiva-bhaga","Destruction and dissolution — controlled dismantling of stale patterns, context purging, assumption clearing, and dead-code elimination. Maps Shiva's transformative destruction to AI reasoning: identifying what must end so something better can begin, dissolving attachment to outdated approaches, and creating space through intentional release. Use when context has accumulated stale assumptions, when a failed approach needs to be discarded rather than patched, when dead code or zombie tasks are creating noise, or before a major pivot where clearing must precede creation.\n","shiva-bhaga",{"claudeCode":12},"SKILL.md frontmatter at skills/shiva-bhaga/SKILL.md (coalesced with duplicate skill at i18n/de/skills/shiva-bhaga, i18n/es/skills/shiva-bhaga, i18n/ja/skills/shiva-bhaga, i18n/zh-CN/skills/shiva-bhaga, i18n/wenyan/skills/shiva-bhaga, i18n/caveman/skills/shiva-bhaga, i18n/wenyan-lite/skills/shiva-bhaga, i18n/caveman-lite/skills/shiva-bhaga, i18n/wenyan-ultra/skills/shiva-bhaga, i18n/caveman-ultra/skills/shiva-bhaga)",[3698],{"path":1181,"priority":309},{"basePath":3700,"description":3701,"displayName":3702,"installMethods":3703,"rationale":3704,"selectedPaths":3705,"source":1172,"sourceLanguage":18,"type":255},"skills/simulate-cpu-architecture","Design and simulate a minimal CPU from scratch: define an instruction set architecture (ISA), build the datapath (ALU, register file, program counter, memory interface), design the control unit (hardwired or microprogrammed), implement the fetch-decode-execute cycle, and verify by tracing a small program clock cycle by clock cycle. The capstone \"computer inside a computer\" exercise that composes combinational and sequential building blocks into a complete processor.\n","simulate-cpu-architecture",{"claudeCode":12},"SKILL.md frontmatter at skills/simulate-cpu-architecture/SKILL.md (coalesced with duplicate skill at i18n/de/skills/simulate-cpu-architecture, i18n/es/skills/simulate-cpu-architecture, i18n/ja/skills/simulate-cpu-architecture, i18n/zh-CN/skills/simulate-cpu-architecture, i18n/wenyan/skills/simulate-cpu-architecture, i18n/caveman/skills/simulate-cpu-architecture, i18n/wenyan-lite/skills/simulate-cpu-architecture, i18n/caveman-lite/skills/simulate-cpu-architecture, i18n/wenyan-ultra/skills/simulate-cpu-architecture, i18n/caveman-ultra/skills/simulate-cpu-architecture)",[3706],{"path":1181,"priority":309},{"basePath":3708,"description":3709,"displayName":3710,"installMethods":3711,"rationale":3712,"selectedPaths":3713,"source":1172,"sourceLanguage":18,"type":255},"skills/simulate-stochastic-process","Simulate stochastic processes (Markov chains, random walks, SDEs, MCMC) with convergence diagnostics, variance reduction, and visualization. Use when generating sample paths for estimation, prediction, or visualization; when analytical solutions are intractable; running Monte Carlo estimation needing convergence guarantees; validating analytical results against empirical simulation; or sampling from complex posteriors via MCMC.\n","simulate-stochastic-process",{"claudeCode":12},"SKILL.md frontmatter at skills/simulate-stochastic-process/SKILL.md (coalesced with duplicate skill at i18n/de/skills/simulate-stochastic-process, i18n/es/skills/simulate-stochastic-process, i18n/ja/skills/simulate-stochastic-process, i18n/zh-CN/skills/simulate-stochastic-process, i18n/wenyan/skills/simulate-stochastic-process, i18n/caveman/skills/simulate-stochastic-process, i18n/wenyan-lite/skills/simulate-stochastic-process, i18n/caveman-lite/skills/simulate-stochastic-process, i18n/wenyan-ultra/skills/simulate-stochastic-process, i18n/caveman-ultra/skills/simulate-stochastic-process)",[3714],{"path":1181,"priority":309},{"basePath":3716,"description":3717,"displayName":3718,"installMethods":3719,"rationale":3720,"selectedPaths":3721,"source":1172,"sourceLanguage":18,"type":255},"skills/solve-electromagnetic-induction","Solve problems involving changing magnetic flux using Faraday's law, Lenz's law, motional EMF, mutual and self-inductance, and RL circuit transients. Use when computing induced EMF from time-varying B-fields or moving conductors, determining current direction via Lenz's law, analyzing inductance and energy storage in magnetic fields, or solving RL circuit differential equations for switching transients.\n","solve-electromagnetic-induction",{"claudeCode":12},"SKILL.md frontmatter at skills/solve-electromagnetic-induction/SKILL.md (coalesced with duplicate skill at i18n/de/skills/solve-electromagnetic-induction, i18n/es/skills/solve-electromagnetic-induction, i18n/ja/skills/solve-electromagnetic-induction, i18n/zh-CN/skills/solve-electromagnetic-induction, i18n/wenyan/skills/solve-electromagnetic-induction, i18n/caveman/skills/solve-electromagnetic-induction, i18n/wenyan-lite/skills/solve-electromagnetic-induction, i18n/caveman-lite/skills/solve-electromagnetic-induction, i18n/wenyan-ultra/skills/solve-electromagnetic-induction, i18n/caveman-ultra/skills/solve-electromagnetic-induction)",[3722],{"path":1181,"priority":309},{"basePath":3724,"description":3725,"displayName":3726,"installMethods":3727,"rationale":3728,"selectedPaths":3729,"source":1172,"sourceLanguage":18,"type":255},"skills/solve-modular-arithmetic","Solve modular arithmetic problems including congruences, systems via the Chinese Remainder Theorem, modular inverses, and Euler's theorem applications. Covers both manual and computational approaches. Use when solving linear congruences, computing modular inverses, evaluating large modular exponentiations, working with simultaneous congruences (CRT), or operating in cyclic groups and discrete logarithm contexts.\n","solve-modular-arithmetic",{"claudeCode":12},"SKILL.md frontmatter at skills/solve-modular-arithmetic/SKILL.md (coalesced with duplicate skill at i18n/de/skills/solve-modular-arithmetic, i18n/es/skills/solve-modular-arithmetic, i18n/ja/skills/solve-modular-arithmetic, i18n/zh-CN/skills/solve-modular-arithmetic, i18n/wenyan/skills/solve-modular-arithmetic, i18n/caveman/skills/solve-modular-arithmetic, i18n/wenyan-lite/skills/solve-modular-arithmetic, i18n/caveman-lite/skills/solve-modular-arithmetic, i18n/wenyan-ultra/skills/solve-modular-arithmetic, i18n/caveman-ultra/skills/solve-modular-arithmetic)",[3730],{"path":1181,"priority":309},{"basePath":3732,"description":3733,"displayName":3734,"installMethods":3735,"rationale":3736,"selectedPaths":3737,"source":1172,"sourceLanguage":18,"type":255},"skills/solve-trigonometric-problem","Solve trigonometric equations and triangle problems systematically using identities, law of sines/cosines, inverse functions, and unit circle analysis. Covers equation solving, triangle resolution, identity verification, and applied trigonometric modeling. Use when solving trigonometric equations for unknown angles, resolving triangles from partial information (SSS, SAS, ASA), verifying identities, or applying trigonometry to real-world problems in surveying, physics, or engineering.\n","solve-trigonometric-problem",{"claudeCode":12},"SKILL.md frontmatter at skills/solve-trigonometric-problem/SKILL.md (coalesced with duplicate skill at i18n/de/skills/solve-trigonometric-problem, i18n/es/skills/solve-trigonometric-problem, i18n/ja/skills/solve-trigonometric-problem, i18n/zh-CN/skills/solve-trigonometric-problem, i18n/wenyan/skills/solve-trigonometric-problem, i18n/caveman/skills/solve-trigonometric-problem, i18n/wenyan-lite/skills/solve-trigonometric-problem, i18n/caveman-lite/skills/solve-trigonometric-problem, i18n/wenyan-ultra/skills/solve-trigonometric-problem, i18n/caveman-ultra/skills/solve-trigonometric-problem)",[3738],{"path":1181,"priority":309},{"basePath":3740,"description":3741,"displayName":3742,"installMethods":3743,"rationale":3744,"selectedPaths":3745,"source":1172,"sourceLanguage":18,"type":255},"skills/study-hebrew-letters","Study the twenty-two Hebrew letters as mystical symbols. Covers letter forms, numerical values, elemental/planetary/zodiacal correspondences, Sefer Yetzirah attributions, and contemplative letter meditation techniques. Use when studying a specific letter's mystical dimensions beyond its linguistic function, learning the Sefer Yetzirah classification of mothers, doubles, and simples, needing correspondences for a letter's element, planet, or zodiac sign, practicing Hebrew letter visualization or chanting meditation, or studying Tree of Life paths and their assigned letters.\n","study-hebrew-letters",{"claudeCode":12},"SKILL.md frontmatter at skills/study-hebrew-letters/SKILL.md (coalesced with duplicate skill at i18n/de/skills/study-hebrew-letters, i18n/es/skills/study-hebrew-letters, i18n/ja/skills/study-hebrew-letters, i18n/zh-CN/skills/study-hebrew-letters, i18n/wenyan/skills/study-hebrew-letters, i18n/caveman/skills/study-hebrew-letters, i18n/wenyan-lite/skills/study-hebrew-letters, i18n/caveman-lite/skills/study-hebrew-letters, i18n/wenyan-ultra/skills/study-hebrew-letters, i18n/caveman-ultra/skills/study-hebrew-letters)",[3746],{"path":1181,"priority":309},{"basePath":3748,"description":3749,"displayName":3750,"installMethods":3751,"rationale":3752,"selectedPaths":3753,"source":1172,"sourceLanguage":18,"type":255},"skills/submit-to-cran","Complete procedure for submitting an R package to CRAN, including pre-submission checks (local, win-builder, R-hub), cran-comments.md preparation, URL and spell checking, and the submission itself. Covers first submissions and updates. Use when a package is ready for initial CRAN release, when submitting an updated version of an existing CRAN package, or when re-submitting after receiving CRAN reviewer feedback.\n","submit-to-cran",{"claudeCode":12},"SKILL.md frontmatter at skills/submit-to-cran/SKILL.md (coalesced with duplicate skill at i18n/de/skills/submit-to-cran, i18n/es/skills/submit-to-cran, i18n/ja/skills/submit-to-cran, i18n/zh-CN/skills/submit-to-cran, i18n/wenyan/skills/submit-to-cran, i18n/caveman/skills/submit-to-cran, i18n/wenyan-lite/skills/submit-to-cran, i18n/caveman-lite/skills/submit-to-cran, i18n/wenyan-ultra/skills/submit-to-cran, i18n/caveman-ultra/skills/submit-to-cran)",[3754],{"path":1181,"priority":309},{"basePath":3756,"description":3757,"displayName":3758,"installMethods":3759,"rationale":3760,"selectedPaths":3761,"source":1172,"sourceLanguage":18,"type":255},"skills/survey-insect-population","Design and execute insect population surveys covering survey design, sampling methods, field execution, specimen identification, diversity index calculation including Shannon-Wiener and Simpson indices, statistical analysis, and reporting. Covers defining survey objectives, selecting study sites, determining sampling intensity and replication, choosing sampling methods appropriate to target taxa, standardizing collection effort, recording environmental covariates, identifying specimens to the lowest practical taxonomic level, calculating species richness, Shannon-Wiener diversity (H'), Simpson diversity (1-D), evenness, rarefaction curves, multivariate ordination, and producing survey reports with species lists and conservation implications. Use when conducting baseline biodiversity assessments, monitoring insect populations over time, comparing insect communities across habitats or treatments, assessing environmental impact, or supporting conservation planning with quantitative ecological data.\n","survey-insect-population",{"claudeCode":12},"SKILL.md frontmatter at skills/survey-insect-population/SKILL.md (coalesced with duplicate skill at i18n/de/skills/survey-insect-population, i18n/es/skills/survey-insect-population, i18n/ja/skills/survey-insect-population, i18n/zh-CN/skills/survey-insect-population, i18n/wenyan/skills/survey-insect-population, i18n/caveman/skills/survey-insect-population, i18n/wenyan-lite/skills/survey-insect-population, i18n/caveman-lite/skills/survey-insect-population, i18n/wenyan-ultra/skills/survey-insect-population, i18n/caveman-ultra/skills/survey-insect-population)",[3762],{"path":1181,"priority":309},{"basePath":3764,"description":3765,"displayName":3766,"installMethods":3767,"rationale":3768,"selectedPaths":3769,"source":1172,"sourceLanguage":18,"type":255},"skills/survey-theoretical-literature","Survey and synthesize theoretical literature on a specific topic, identifying seminal papers, key results, open problems, and cross-domain connections. Use when starting research on an unfamiliar theoretical topic, writing a literature review for a paper or thesis, identifying open problems and research gaps, finding cross-domain connections, or evaluating the novelty of a proposed theoretical contribution against existing work.\n","survey-theoretical-literature",{"claudeCode":12},"SKILL.md frontmatter at skills/survey-theoretical-literature/SKILL.md (coalesced with duplicate skill at i18n/de/skills/survey-theoretical-literature, i18n/es/skills/survey-theoretical-literature, i18n/ja/skills/survey-theoretical-literature, i18n/zh-CN/skills/survey-theoretical-literature, i18n/wenyan/skills/survey-theoretical-literature, i18n/caveman/skills/survey-theoretical-literature, i18n/wenyan-lite/skills/survey-theoretical-literature, i18n/caveman-lite/skills/survey-theoretical-literature, i18n/wenyan-ultra/skills/survey-theoretical-literature, i18n/caveman-ultra/skills/survey-theoretical-literature)",[3770],{"path":1181,"priority":309},{"basePath":3772,"description":3773,"displayName":3774,"installMethods":3775,"rationale":3776,"selectedPaths":3777,"source":1172,"sourceLanguage":18,"type":255},"skills/sweep-flag-namespace","Bulk-extract every candidate flag from a binary namespace, build an extraction inventory with occurrence counts and call-type tags, cross- reference against a documented set, and track completeness across probe campaigns until the undocumented remainder reaches zero. Covers namespace prefix harvesting, gate-vs-telemetry disambiguation at the call-site level, completeness metrics, DEFAULT-TRUE population reporting, and a final completion confirmation scan. Use upstream of probe-feature-flag- state when you need a complete catalog rather than a sample, or when a prior wave-based campaign needs a verifiable end condition.\n","sweep-flag-namespace",{"claudeCode":12},"SKILL.md frontmatter at skills/sweep-flag-namespace/SKILL.md (coalesced with duplicate skill at i18n/de/skills/sweep-flag-namespace, i18n/es/skills/sweep-flag-namespace, i18n/ja/skills/sweep-flag-namespace, i18n/zh-CN/skills/sweep-flag-namespace, i18n/wenyan/skills/sweep-flag-namespace, i18n/caveman/skills/sweep-flag-namespace, i18n/wenyan-lite/skills/sweep-flag-namespace, i18n/caveman-lite/skills/sweep-flag-namespace, i18n/wenyan-ultra/skills/sweep-flag-namespace, i18n/caveman-ultra/skills/sweep-flag-namespace)",[3778],{"path":1181,"priority":309},{"basePath":3780,"description":3781,"displayName":3782,"installMethods":3783,"rationale":3784,"selectedPaths":3785,"source":1172,"sourceLanguage":18,"type":255},"skills/tai-chi","Practice tai chi chuan as a martial art and internal cultivation system. Covers standing meditation (zhan zhuang), silk reeling energy exercises, Yang-style 24-movement form, martial application of postures, push hands (tui shou) partner drills, breath and qi integration, and building a daily practice. Use when beginning or deepening a tai chi practice for health or martial skill, developing whole-body coordination and relaxed structural alignment, complementing a meditation practice with moving mindfulness, or building a low-impact daily movement practice suitable for any age.\n","tai-chi",{"claudeCode":12},"SKILL.md frontmatter at skills/tai-chi/SKILL.md (coalesced with duplicate skill at i18n/de/skills/tai-chi, i18n/es/skills/tai-chi, i18n/ja/skills/tai-chi, i18n/zh-CN/skills/tai-chi, i18n/wenyan/skills/tai-chi, i18n/caveman/skills/tai-chi, i18n/wenyan-lite/skills/tai-chi, i18n/caveman-lite/skills/tai-chi, i18n/wenyan-ultra/skills/tai-chi, i18n/caveman-ultra/skills/tai-chi)",[3786],{"path":1181,"priority":309},{"basePath":3788,"description":3789,"displayName":3790,"installMethods":3791,"rationale":3792,"selectedPaths":3793,"source":1172,"sourceLanguage":18,"type":255},"skills/teach","AI knowledge transfer calibrated to learner level and needs. Models the learner's mental state, scaffolds from known to unknown using Vygotsky's Zone of Proximal Development, employs Socratic questioning to verify understanding, and adapts explanations based on feedback signals. Use when a user asks \"how does X work?\" and needs graduated explanation, when their questions reveal a conceptual gap, when previous explanations have not landed, or when teaching a concept that depends on prerequisites the learner may not yet have.\n","teach",{"claudeCode":12},"SKILL.md frontmatter at skills/teach/SKILL.md (coalesced with duplicate skill at i18n/de/skills/teach, i18n/es/skills/teach, i18n/ja/skills/teach, i18n/zh-CN/skills/teach, i18n/wenyan/skills/teach, i18n/caveman/skills/teach, i18n/wenyan-lite/skills/teach, i18n/caveman-lite/skills/teach, i18n/wenyan-ultra/skills/teach, i18n/caveman-ultra/skills/teach)",[3794],{"path":1181,"priority":309},{"basePath":3796,"description":3797,"displayName":3798,"installMethods":3799,"rationale":3800,"selectedPaths":3801,"source":1172,"sourceLanguage":18,"type":255},"skills/teach-guidance","Guide a person in becoming a better teacher and explainer. AI coaches content structuring, audience calibration, explanation clarity, Socratic questioning technique, feedback interpretation, and reflective practice for technical presentations, documentation, and mentoring. Use when a person needs to present technical content and wants preparation coaching, wants to write better documentation or tutorials, struggles to explain concepts across expertise levels, is mentoring a colleague, or is preparing for a talk or knowledge-sharing session.\n","teach-guidance",{"claudeCode":12},"SKILL.md frontmatter at skills/teach-guidance/SKILL.md (coalesced with duplicate skill at i18n/de/skills/teach-guidance, i18n/es/skills/teach-guidance, i18n/ja/skills/teach-guidance, i18n/zh-CN/skills/teach-guidance, i18n/wenyan/skills/teach-guidance, i18n/caveman/skills/teach-guidance, i18n/wenyan-lite/skills/teach-guidance, i18n/caveman-lite/skills/teach-guidance, i18n/wenyan-ultra/skills/teach-guidance, i18n/caveman-ultra/skills/teach-guidance)",[3802],{"path":1181,"priority":309},{"basePath":3804,"description":3805,"displayName":3806,"installMethods":3807,"rationale":3808,"selectedPaths":3809,"source":1172,"sourceLanguage":18,"type":255},"skills/test-a2a-interop","Test A2A interoperability between agents by validating Agent Card conformance, exercising all task lifecycle states, and verifying streaming and error handling. Use when verifying a new A2A server implementation before deployment, validating interoperability between two or more A2A agents, running conformance tests in CI/CD for A2A services, debugging failures in multi-agent A2A workflows, or certifying that an agent meets A2A protocol requirements for a registry.\n","test-a2a-interop",{"claudeCode":12},"SKILL.md frontmatter at skills/test-a2a-interop/SKILL.md (coalesced with duplicate skill at i18n/de/skills/test-a2a-interop, i18n/es/skills/test-a2a-interop, i18n/ja/skills/test-a2a-interop, i18n/zh-CN/skills/test-a2a-interop, i18n/wenyan/skills/test-a2a-interop, i18n/caveman/skills/test-a2a-interop, i18n/wenyan-lite/skills/test-a2a-interop, i18n/caveman-lite/skills/test-a2a-interop, i18n/wenyan-ultra/skills/test-a2a-interop, i18n/caveman-ultra/skills/test-a2a-interop)",[3810],{"path":1181,"priority":309},{"basePath":3812,"description":3813,"displayName":3814,"installMethods":3815,"rationale":3816,"selectedPaths":3817,"source":1172,"sourceLanguage":18,"type":255},"skills/test-cli-application","Write integration tests for a Node.js CLI application using the built-in node:test module. Covers the exec helper pattern, output assertions, filesystem state verification, cleanup hooks, JSON output parsing, error case testing, and state restoration after destructive tests. Use when adding tests to an existing CLI, testing a new command, verifying adapter behavior across frameworks, or setting up CI for a CLI tool.\n","test-cli-application",{"claudeCode":12},"SKILL.md frontmatter at skills/test-cli-application/SKILL.md (coalesced with duplicate skill at i18n/de/skills/test-cli-application, i18n/es/skills/test-cli-application, i18n/ja/skills/test-cli-application, i18n/zh-CN/skills/test-cli-application, i18n/wenyan/skills/test-cli-application, i18n/caveman/skills/test-cli-application, i18n/wenyan-lite/skills/test-cli-application, i18n/caveman-lite/skills/test-cli-application, i18n/wenyan-ultra/skills/test-cli-application, i18n/caveman-ultra/skills/test-cli-application)",[3818],{"path":1181,"priority":309},{"basePath":3820,"description":3821,"displayName":3822,"installMethods":3823,"rationale":3824,"selectedPaths":3825,"source":1172,"sourceLanguage":18,"type":255},"skills/test-shiny-app","Test Shiny applications using shinytest2 for end-to-end browser tests and testServer() for unit-testing module server logic. Covers snapshot testing, CI integration, and mocking external services. Use when adding tests to an existing Shiny application, setting up a testing strategy for a new Shiny project, writing regression tests before refactoring Shiny code, or integrating Shiny app tests into CI/CD pipelines.\n","test-shiny-app",{"claudeCode":12},"SKILL.md frontmatter at skills/test-shiny-app/SKILL.md (coalesced with duplicate skill at i18n/de/skills/test-shiny-app, i18n/es/skills/test-shiny-app, i18n/ja/skills/test-shiny-app, i18n/zh-CN/skills/test-shiny-app, i18n/wenyan/skills/test-shiny-app, i18n/caveman/skills/test-shiny-app, i18n/wenyan-lite/skills/test-shiny-app, i18n/caveman-lite/skills/test-shiny-app, i18n/wenyan-ultra/skills/test-shiny-app, i18n/caveman-ultra/skills/test-shiny-app)",[3826],{"path":1181,"priority":309},{"basePath":3828,"description":3829,"displayName":3830,"installMethods":3831,"rationale":3832,"selectedPaths":3833,"source":1172,"sourceLanguage":18,"type":255},"skills/test-team-coordination","Execute a test scenario against a team, observing coordination pattern behaviors, evaluating acceptance criteria, and generating a structured RESULT.md. Use when validating that a team's coordination pattern produces the expected behaviors during a realistic task, comparing coordination patterns on equivalent workloads, or establishing baseline performance for a team composition.\n","test-team-coordination",{"claudeCode":12},"SKILL.md frontmatter at skills/test-team-coordination/SKILL.md (coalesced with duplicate skill at i18n/de/skills/test-team-coordination, i18n/es/skills/test-team-coordination, i18n/ja/skills/test-team-coordination, i18n/zh-CN/skills/test-team-coordination, i18n/wenyan/skills/test-team-coordination, i18n/caveman/skills/test-team-coordination, i18n/wenyan-lite/skills/test-team-coordination, i18n/caveman-lite/skills/test-team-coordination, i18n/wenyan-ultra/skills/test-team-coordination, i18n/caveman-ultra/skills/test-team-coordination)",[3834],{"path":1181,"priority":309},{"basePath":3836,"description":3837,"displayName":3838,"installMethods":3839,"rationale":3840,"selectedPaths":3841,"source":1172,"sourceLanguage":18,"type":255},"skills/tidy-project-structure","Organize project files into conventional directories, update stale READMEs, clean configuration drift, and archive deprecated items without changing code logic. Use when files are scattered without clear organization, READMEs are outdated or contain broken examples, configuration files have multiplied across dev/staging/prod, deprecated files remain in the project root, or naming conventions are inconsistent across directories.\n","tidy-project-structure",{"claudeCode":12},"SKILL.md frontmatter at skills/tidy-project-structure/SKILL.md (coalesced with duplicate skill at i18n/de/skills/tidy-project-structure, i18n/es/skills/tidy-project-structure, i18n/ja/skills/tidy-project-structure, i18n/zh-CN/skills/tidy-project-structure, i18n/wenyan/skills/tidy-project-structure, i18n/caveman/skills/tidy-project-structure, i18n/wenyan-lite/skills/tidy-project-structure, i18n/caveman-lite/skills/tidy-project-structure, i18n/wenyan-ultra/skills/tidy-project-structure, i18n/caveman-ultra/skills/tidy-project-structure)",[3842],{"path":1181,"priority":309},{"basePath":3844,"description":3845,"displayName":3846,"installMethods":3847,"rationale":3848,"selectedPaths":3849,"source":1172,"sourceLanguage":18,"type":255},"skills/track-ml-experiments","Set up MLflow tracking server for experiment management, configure autologging for popular ML frameworks, compare runs with metrics and visualizations, and manage artifacts in remote storage backends for reproducible machine learning workflows. Use when starting a new ML project that requires experiment tracking, migrating from manual logs to automated tracking, comparing multiple training runs systematically, or building reproducible ML workflows with full lineage tracking.\n","track-ml-experiments",{"claudeCode":12},"SKILL.md frontmatter at skills/track-ml-experiments/SKILL.md (coalesced with duplicate skill at i18n/de/skills/track-ml-experiments, i18n/es/skills/track-ml-experiments, i18n/ja/skills/track-ml-experiments, i18n/zh-CN/skills/track-ml-experiments, i18n/wenyan/skills/track-ml-experiments, i18n/caveman/skills/track-ml-experiments, i18n/wenyan-lite/skills/track-ml-experiments, i18n/caveman-lite/skills/track-ml-experiments, i18n/wenyan-ultra/skills/track-ml-experiments, i18n/caveman-ultra/skills/track-ml-experiments)",[3850,3851],{"path":1181,"priority":309},{"path":1506,"priority":317},{"basePath":3853,"description":3854,"displayName":3855,"installMethods":3856,"rationale":3857,"selectedPaths":3858,"source":1172,"sourceLanguage":18,"type":255},"skills/translate-content","Translate agent-almanac content (skills, agents, teams, guides) into a target locale while preserving code blocks, IDs, and technical structure. Covers scaffolding, frontmatter setup, prose translation, code preservation, and freshness tracking. Use when localizing content for a new language, updating stale translations after source changes, or batch-translating a domain.\n","translate-content",{"claudeCode":12},"SKILL.md frontmatter at skills/translate-content/SKILL.md (coalesced with duplicate skill at i18n/de/skills/translate-content, i18n/es/skills/translate-content, i18n/ja/skills/translate-content, i18n/zh-CN/skills/translate-content, i18n/wenyan/skills/translate-content, i18n/caveman/skills/translate-content, i18n/wenyan-lite/skills/translate-content, i18n/caveman-lite/skills/translate-content, i18n/wenyan-ultra/skills/translate-content, i18n/caveman-ultra/skills/translate-content)",[3859],{"path":1181,"priority":309},{"basePath":3861,"description":3862,"displayName":3863,"installMethods":3864,"rationale":3865,"selectedPaths":3866,"source":1172,"sourceLanguage":18,"type":255},"skills/transmute","Transform a single function, module, or data structure from one form to another while preserving its essential behavior. Lighter-weight than the full athanor cycle, suitable for targeted conversions where the input and output forms are well-understood. Use when converting a function between languages, shifting a module between paradigms, migrating an API consumer to a new version, converting data formats, or replacing a dependency — when the transformation scope is a single function, class, or module rather than a full system.\n","transmute",{"claudeCode":12},"SKILL.md frontmatter at skills/transmute/SKILL.md (coalesced with duplicate skill at i18n/de/skills/transmute, i18n/es/skills/transmute, i18n/ja/skills/transmute, i18n/zh-CN/skills/transmute, i18n/wenyan/skills/transmute, i18n/caveman/skills/transmute, i18n/wenyan-lite/skills/transmute, i18n/caveman-lite/skills/transmute, i18n/wenyan-ultra/skills/transmute, i18n/caveman-ultra/skills/transmute)",[3867],{"path":1181,"priority":309},{"basePath":3869,"description":3870,"displayName":3871,"installMethods":3872,"rationale":3873,"selectedPaths":3874,"source":1172,"sourceLanguage":18,"type":255},"skills/troubleshoot-mcp-connection","Diagnose and fix MCP server connection issues between Claude Code, Claude Desktop, and MCP servers. Covers Windows argument parsing, authentication failures, transport issues, and platform-specific debugging. Use when Claude Code or Claude Desktop fails to connect to an MCP server, when MCP tools don't appear in sessions, on \"cannot attach the server\" errors, when a working connection has stopped, or when setting up MCP on a new machine.\n","troubleshoot-mcp-connection",{"claudeCode":12},"SKILL.md frontmatter at skills/troubleshoot-mcp-connection/SKILL.md (coalesced with duplicate skill at i18n/de/skills/troubleshoot-mcp-connection, i18n/es/skills/troubleshoot-mcp-connection, i18n/ja/skills/troubleshoot-mcp-connection, i18n/zh-CN/skills/troubleshoot-mcp-connection, i18n/wenyan/skills/troubleshoot-mcp-connection, i18n/caveman/skills/troubleshoot-mcp-connection, i18n/wenyan-lite/skills/troubleshoot-mcp-connection, i18n/caveman-lite/skills/troubleshoot-mcp-connection, i18n/wenyan-ultra/skills/troubleshoot-mcp-connection, i18n/caveman-ultra/skills/troubleshoot-mcp-connection)",[3875],{"path":1181,"priority":309},{"basePath":3877,"description":3878,"displayName":3879,"installMethods":3880,"rationale":3881,"selectedPaths":3882,"source":1172,"sourceLanguage":18,"type":255},"skills/troubleshoot-print-issues","Diagnose and fix common 3D printing failures through systematic symptom analysis. Covers adhesion, stringing, layer shifts, warping, and under/over-extrusion issues. Use when a print fails during the first layer or partway through, finished prints have quality defects (stringing, blobs, gaps), dimensional accuracy issues occur (warping, elephant foot), layer adhesion fails, or new material or hardware changes are causing inconsistent results.\n","troubleshoot-print-issues",{"claudeCode":12},"SKILL.md frontmatter at skills/troubleshoot-print-issues/SKILL.md (coalesced with duplicate skill at i18n/de/skills/troubleshoot-print-issues, i18n/es/skills/troubleshoot-print-issues, i18n/ja/skills/troubleshoot-print-issues, i18n/zh-CN/skills/troubleshoot-print-issues, i18n/wenyan/skills/troubleshoot-print-issues, i18n/caveman/skills/troubleshoot-print-issues, i18n/wenyan-lite/skills/troubleshoot-print-issues, i18n/caveman-lite/skills/troubleshoot-print-issues, i18n/wenyan-ultra/skills/troubleshoot-print-issues, i18n/caveman-ultra/skills/troubleshoot-print-issues)",[3883],{"path":1181,"priority":309},{"basePath":3885,"description":3886,"displayName":3887,"installMethods":3888,"rationale":3889,"selectedPaths":3890,"source":1172,"sourceLanguage":18,"type":255},"skills/troubleshoot-separation","Systematically diagnose and resolve chromatographic separation problems: document symptoms, identify root causes for peak shape and retention anomalies, evaluate matrix effects, and implement targeted fixes using a one-variable-at-a-time approach for GC and HPLC systems.\n","troubleshoot-separation",{"claudeCode":12},"SKILL.md frontmatter at skills/troubleshoot-separation/SKILL.md (coalesced with duplicate skill at i18n/de/skills/troubleshoot-separation, i18n/es/skills/troubleshoot-separation, i18n/ja/skills/troubleshoot-separation, i18n/zh-CN/skills/troubleshoot-separation, i18n/wenyan/skills/troubleshoot-separation, i18n/caveman/skills/troubleshoot-separation, i18n/wenyan-lite/skills/troubleshoot-separation, i18n/caveman-lite/skills/troubleshoot-separation, i18n/wenyan-ultra/skills/troubleshoot-separation, i18n/caveman-ultra/skills/troubleshoot-separation)",[3891],{"path":1181,"priority":309},{"basePath":3893,"description":3894,"displayName":3895,"installMethods":3896,"rationale":3897,"selectedPaths":3898,"source":1172,"sourceLanguage":18,"type":255},"skills/unleash-the-agents","Launch all available agents in parallel waves for open-ended hypothesis generation on problems where the correct domain is unknown. Use when facing a cross-domain problem with no clear starting point, when single-agent approaches have stalled, or when diverse perspectives are more valuable than deep expertise. Produces a ranked hypothesis set with convergence analysis and adversarial refinement.\n","unleash-the-agents",{"claudeCode":12},"SKILL.md frontmatter at skills/unleash-the-agents/SKILL.md (coalesced with duplicate skill at i18n/de/skills/unleash-the-agents, i18n/es/skills/unleash-the-agents, i18n/ja/skills/unleash-the-agents, i18n/zh-CN/skills/unleash-the-agents, i18n/wenyan/skills/unleash-the-agents, i18n/caveman/skills/unleash-the-agents, i18n/wenyan-lite/skills/unleash-the-agents, i18n/caveman-lite/skills/unleash-the-agents, i18n/wenyan-ultra/skills/unleash-the-agents, i18n/caveman-ultra/skills/unleash-the-agents)",[3899],{"path":1181,"priority":309},{"basePath":3901,"description":3902,"displayName":3903,"installMethods":3904,"rationale":3905,"selectedPaths":3906,"source":1172,"sourceLanguage":18,"type":255},"skills/update-skill-content","Update the content of an existing SKILL.md to improve accuracy, completeness, and clarity. Covers version bumping, procedure refinement, pitfall expansion, and related skills synchronization. Use when a skill's procedures reference outdated tools or APIs, the Common Pitfalls section is thin, Related Skills has broken cross-references, or after receiving feedback that a skill's procedures are unclear or incomplete.\n","update-skill-content",{"claudeCode":12},"SKILL.md frontmatter at skills/update-skill-content/SKILL.md (coalesced with duplicate skill at i18n/de/skills/update-skill-content, i18n/es/skills/update-skill-content, i18n/ja/skills/update-skill-content, i18n/zh-CN/skills/update-skill-content, i18n/wenyan/skills/update-skill-content, i18n/caveman/skills/update-skill-content, i18n/wenyan-lite/skills/update-skill-content, i18n/caveman-lite/skills/update-skill-content, i18n/wenyan-ultra/skills/update-skill-content, i18n/caveman-ultra/skills/update-skill-content)",[3907],{"path":1181,"priority":309},{"basePath":3909,"description":3910,"displayName":3911,"installMethods":3912,"rationale":3913,"selectedPaths":3914,"source":1172,"sourceLanguage":18,"type":255},"skills/use-graphql-api","Interact with GraphQL APIs from the command line — discover schemas via introspection, construct queries and mutations, execute them with gh api graphql or curl, parse responses with jq, and chain operations by piping IDs between calls. Use when automating GitHub Discussions, Issues, or Projects via GraphQL, integrating with any GraphQL endpoint from scripts, or building CLI workflows that need structured API data.\n","use-graphql-api",{"claudeCode":12},"SKILL.md frontmatter at skills/use-graphql-api/SKILL.md (coalesced with duplicate skill at i18n/de/skills/use-graphql-api, i18n/es/skills/use-graphql-api, i18n/ja/skills/use-graphql-api, i18n/zh-CN/skills/use-graphql-api, i18n/wenyan/skills/use-graphql-api, i18n/caveman/skills/use-graphql-api, i18n/wenyan-lite/skills/use-graphql-api, i18n/caveman-lite/skills/use-graphql-api, i18n/wenyan-ultra/skills/use-graphql-api, i18n/caveman-ultra/skills/use-graphql-api)",[3915],{"path":1181,"priority":309},{"basePath":3917,"description":3918,"displayName":3919,"installMethods":3920,"rationale":3921,"selectedPaths":3922,"source":1172,"sourceLanguage":18,"type":255},"skills/validate-analytical-method","Validate a chromatographic analytical method per ICH Q2(R2) guidelines: define the validation scope by method category, establish specificity through forced degradation, determine linearity and range, assess accuracy and precision, and establish detection limits and robustness for regulatory submission.\n","validate-analytical-method",{"claudeCode":12},"SKILL.md frontmatter at skills/validate-analytical-method/SKILL.md (coalesced with duplicate skill at i18n/de/skills/validate-analytical-method, i18n/es/skills/validate-analytical-method, i18n/ja/skills/validate-analytical-method, i18n/zh-CN/skills/validate-analytical-method, i18n/wenyan/skills/validate-analytical-method, i18n/caveman/skills/validate-analytical-method, i18n/wenyan-lite/skills/validate-analytical-method, i18n/caveman-lite/skills/validate-analytical-method, i18n/wenyan-ultra/skills/validate-analytical-method, i18n/caveman-ultra/skills/validate-analytical-method)",[3923],{"path":1181,"priority":309},{"basePath":3925,"description":3926,"displayName":3927,"installMethods":3928,"rationale":3929,"selectedPaths":3930,"source":1172,"sourceLanguage":18,"type":255},"skills/validate-piles-notation","Parse and validate PILES (Puzzle Input Line Entry System) notation for specifying piece fusion groups in jigsawR. Covers syntax validation, parsing into group lists, plain-language explanation, adjacency verification against puzzle results, and round-trip serialization. Use when validating user-supplied PILES strings before passing to generate_puzzle(), debugging fusion group issues, explaining the notation to users, or testing round-trip parse/serialize fidelity.\n","validate-piles-notation",{"claudeCode":12},"SKILL.md frontmatter at skills/validate-piles-notation/SKILL.md (coalesced with duplicate skill at i18n/de/skills/validate-piles-notation, i18n/es/skills/validate-piles-notation, i18n/ja/skills/validate-piles-notation, i18n/zh-CN/skills/validate-piles-notation, i18n/wenyan/skills/validate-piles-notation, i18n/caveman/skills/validate-piles-notation, i18n/wenyan-lite/skills/validate-piles-notation, i18n/caveman-lite/skills/validate-piles-notation, i18n/wenyan-ultra/skills/validate-piles-notation, i18n/caveman-ultra/skills/validate-piles-notation)",[3931],{"path":1181,"priority":309},{"basePath":3933,"description":3934,"displayName":3935,"installMethods":3936,"rationale":3937,"selectedPaths":3938,"source":1172,"sourceLanguage":18,"type":255},"skills/validate-references","Check BibTeX entries for completeness, DOI resolution, and broken links. Verify required fields per entry type (article, book, inproceedings), resolve and validate DOIs via the CrossRef API, check URL accessibility, and flag duplicate entries, missing abstracts, and inconsistent formatting. Use when preparing a manuscript bibliography for journal submission, auditing a shared .bib file before a project milestone, after merging bibliographies from multiple sources, when citations render incorrectly, or as a CI check on version-controlled .bib files.\n","validate-references",{"claudeCode":12},"SKILL.md frontmatter at skills/validate-references/SKILL.md (coalesced with duplicate skill at i18n/de/skills/validate-references, i18n/es/skills/validate-references, i18n/ja/skills/validate-references, i18n/zh-CN/skills/validate-references, i18n/wenyan/skills/validate-references, i18n/caveman/skills/validate-references, i18n/wenyan-lite/skills/validate-references, i18n/caveman-lite/skills/validate-references, i18n/wenyan-ultra/skills/validate-references, i18n/caveman-ultra/skills/validate-references)",[3939],{"path":1181,"priority":309},{"basePath":3941,"description":3942,"displayName":3943,"installMethods":3944,"rationale":3945,"selectedPaths":3946,"source":1172,"sourceLanguage":18,"type":255},"skills/validate-statistical-output","Validate statistical analysis output through double programming, independent verification, and reference comparison. Covers comparison methodology, tolerance definitions, and deviation handling for regulated environments. Use when validating primary or secondary endpoint analyses for regulatory submissions, performing double programming (R vs SAS or independent R implementations), verifying that analysis code produces correct results, or re-validating after code or environment changes.\n","validate-statistical-output",{"claudeCode":12},"SKILL.md frontmatter at skills/validate-statistical-output/SKILL.md (coalesced with duplicate skill at i18n/de/skills/validate-statistical-output, i18n/es/skills/validate-statistical-output, i18n/ja/skills/validate-statistical-output, i18n/zh-CN/skills/validate-statistical-output, i18n/wenyan/skills/validate-statistical-output, i18n/caveman/skills/validate-statistical-output, i18n/wenyan-lite/skills/validate-statistical-output, i18n/caveman-lite/skills/validate-statistical-output, i18n/wenyan-ultra/skills/validate-statistical-output, i18n/caveman-ultra/skills/validate-statistical-output)",[3947],{"path":1181,"priority":309},{"basePath":3949,"description":3950,"displayName":3951,"installMethods":3952,"rationale":3953,"selectedPaths":3954,"source":1172,"sourceLanguage":18,"type":255},"skills/verify-agent-output","Validate deliverables and build evidence trails when work passes between agents. Covers expected outcome specification before execution, structured evidence generation during execution, deliverable validation against external anchors after execution, fidelity checks for compressed or summarized outputs, trust boundary classification, and structured disagreement reporting on verification failure. Use when coordinating multi-agent workflows, reviewing cross-agent handoffs, producing external-facing outputs, or auditing whether an agent's summary faithfully represents its source material.\n","verify-agent-output",{"claudeCode":12},"SKILL.md frontmatter at skills/verify-agent-output/SKILL.md (coalesced with duplicate skill at i18n/de/skills/verify-agent-output, i18n/es/skills/verify-agent-output, i18n/ja/skills/verify-agent-output, i18n/zh-CN/skills/verify-agent-output, i18n/wenyan/skills/verify-agent-output, i18n/caveman/skills/verify-agent-output, i18n/wenyan-lite/skills/verify-agent-output, i18n/caveman-lite/skills/verify-agent-output, i18n/wenyan-ultra/skills/verify-agent-output, i18n/caveman-ultra/skills/verify-agent-output)",[3955],{"path":1181,"priority":309},{"basePath":3957,"description":3958,"displayName":3959,"installMethods":3960,"rationale":3961,"selectedPaths":3962,"source":1172,"sourceLanguage":18,"type":255},"skills/version-ml-data","Version machine learning datasets using DVC (Data Version Control) with remote storage backends, build reproducible data pipelines with dependency tracking, integrate with Git workflows, and ensure data lineage for model reproducibility. Use when versioning large datasets that do not fit in Git, tracking data changes alongside code changes, ensuring ML experiment reproducibility, sharing datasets across team members, or auditing data lineage for compliance requirements.\n","version-ml-data",{"claudeCode":12},"SKILL.md frontmatter at skills/version-ml-data/SKILL.md (coalesced with duplicate skill at i18n/de/skills/version-ml-data, i18n/es/skills/version-ml-data, i18n/ja/skills/version-ml-data, i18n/zh-CN/skills/version-ml-data, i18n/wenyan/skills/version-ml-data, i18n/caveman/skills/version-ml-data, i18n/wenyan-lite/skills/version-ml-data, i18n/caveman-lite/skills/version-ml-data, i18n/wenyan-ultra/skills/version-ml-data, i18n/caveman-ultra/skills/version-ml-data)",[3963,3964],{"path":1181,"priority":309},{"path":1506,"priority":317},{"basePath":3966,"description":3967,"displayName":3968,"installMethods":3969,"rationale":3970,"selectedPaths":3971,"source":1172,"sourceLanguage":18,"type":255},"skills/vishnu-bhaga","Preservation and sustenance — maintaining working state under perturbation, memory anchoring, consistency enforcement, and protective stabilization. Maps Vishnu's sustaining presence to AI reasoning: holding what works steady, anchoring verified knowledge against drift, and ensuring continuity through change. Use when a working approach is at risk from scope creep, when context drift threatens verified knowledge, after shiva-bhaga dissolution to protect what survived, when a long session risks losing earlier decisions through context compression, or before making changes to a currently functioning system.\n","vishnu-bhaga",{"claudeCode":12},"SKILL.md frontmatter at skills/vishnu-bhaga/SKILL.md (coalesced with duplicate skill at i18n/de/skills/vishnu-bhaga, i18n/es/skills/vishnu-bhaga, i18n/ja/skills/vishnu-bhaga, i18n/zh-CN/skills/vishnu-bhaga, i18n/wenyan/skills/vishnu-bhaga, i18n/caveman/skills/vishnu-bhaga, i18n/wenyan-lite/skills/vishnu-bhaga, i18n/caveman-lite/skills/vishnu-bhaga, i18n/wenyan-ultra/skills/vishnu-bhaga, i18n/caveman-ultra/skills/vishnu-bhaga)",[3972],{"path":1181,"priority":309},{"basePath":3974,"description":3975,"displayName":3976,"installMethods":3977,"rationale":3978,"selectedPaths":3979,"source":1172,"sourceLanguage":18,"type":255},"skills/write-claude-md","Create an effective CLAUDE.md file that provides project-specific instructions to AI coding assistants. Covers structure, common sections, do/don't patterns, and integration with MCP servers and agent definitions. Use when starting a new project where AI assistants will be used, improving AI behavior on an existing project, documenting project conventions and constraints, or integrating MCP servers or agent definitions into a project workflow.\n","write-claude-md",{"claudeCode":12},"SKILL.md frontmatter at skills/write-claude-md/SKILL.md (coalesced with duplicate skill at i18n/de/skills/write-claude-md, i18n/es/skills/write-claude-md, i18n/ja/skills/write-claude-md, i18n/zh-CN/skills/write-claude-md, i18n/wenyan/skills/write-claude-md, i18n/caveman/skills/write-claude-md, i18n/wenyan-lite/skills/write-claude-md, i18n/caveman-lite/skills/write-claude-md, i18n/wenyan-ultra/skills/write-claude-md, i18n/caveman-ultra/skills/write-claude-md)",[3980],{"path":1181,"priority":309},{"basePath":3982,"description":3983,"displayName":3984,"installMethods":3985,"rationale":3986,"selectedPaths":3987,"source":1172,"sourceLanguage":18,"type":255},"skills/write-continue-here","Write a CONTINUE_HERE.md file capturing current session state so a fresh Claude Code session can pick up where this one left off. Covers assessing recent work, structuring the continuation file with objective, completed, in-progress, next-steps, and context sections, and verifying the file is actionable. Use when ending a session with unfinished work, handing off context between sessions, or preserving task state that git alone cannot capture.\n","write-continue-here",{"claudeCode":12},"SKILL.md frontmatter at skills/write-continue-here/SKILL.md (coalesced with duplicate skill at i18n/de/skills/write-continue-here, i18n/es/skills/write-continue-here, i18n/ja/skills/write-continue-here, i18n/zh-CN/skills/write-continue-here, i18n/wenyan/skills/write-continue-here, i18n/caveman/skills/write-continue-here, i18n/wenyan-lite/skills/write-continue-here, i18n/caveman-lite/skills/write-continue-here, i18n/wenyan-ultra/skills/write-continue-here, i18n/caveman-ultra/skills/write-continue-here)",[3988],{"path":1181,"priority":309},{"basePath":3990,"description":3991,"displayName":3992,"installMethods":3993,"rationale":3994,"selectedPaths":3995,"source":1172,"sourceLanguage":18,"type":255},"skills/write-helm-chart","Create production-ready Helm charts for Kubernetes application deployment with templating, values management, chart dependencies, hooks, and testing. Covers chart structure, Go template syntax, values.yaml design, chart repositories, versioning, and best practices for maintainable and reusable charts. Use when packaging a Kubernetes application for repeatable deployments, parameterizing manifests for multiple environments, managing complex multi-component applications with dependencies, or standardizing deployment practices with versioned rollback capability across teams.\n","write-helm-chart",{"claudeCode":12},"SKILL.md frontmatter at skills/write-helm-chart/SKILL.md (coalesced with duplicate skill at i18n/de/skills/write-helm-chart, i18n/es/skills/write-helm-chart, i18n/ja/skills/write-helm-chart, i18n/zh-CN/skills/write-helm-chart, i18n/wenyan/skills/write-helm-chart, i18n/caveman/skills/write-helm-chart, i18n/wenyan-lite/skills/write-helm-chart, i18n/caveman-lite/skills/write-helm-chart, i18n/wenyan-ultra/skills/write-helm-chart, i18n/caveman-ultra/skills/write-helm-chart)",[3996,3997],{"path":1181,"priority":309},{"path":1506,"priority":317},{"basePath":3999,"description":4000,"displayName":4001,"installMethods":4002,"rationale":4003,"selectedPaths":4004,"source":1172,"sourceLanguage":18,"type":255},"skills/write-incident-runbook","Create structured incident runbooks with diagnostic steps, resolution procedures, escalation paths, and communication templates for effective incident response. Use when documenting response procedures for recurring alerts, standardizing incident response across an on-call rotation, reducing MTTR with clear diagnostic steps, creating training materials for new team members, or linking alert annotations directly to resolution procedures.\n","write-incident-runbook",{"claudeCode":12},"SKILL.md frontmatter at skills/write-incident-runbook/SKILL.md (coalesced with duplicate skill at i18n/de/skills/write-incident-runbook, i18n/es/skills/write-incident-runbook, i18n/ja/skills/write-incident-runbook, i18n/zh-CN/skills/write-incident-runbook, i18n/wenyan/skills/write-incident-runbook, i18n/caveman/skills/write-incident-runbook, i18n/wenyan-lite/skills/write-incident-runbook, i18n/caveman-lite/skills/write-incident-runbook, i18n/wenyan-ultra/skills/write-incident-runbook, i18n/caveman-ultra/skills/write-incident-runbook)",[4005,4006],{"path":1181,"priority":309},{"path":1506,"priority":317},{"basePath":4008,"description":4009,"displayName":4010,"installMethods":4011,"rationale":4012,"selectedPaths":4013,"source":1172,"sourceLanguage":18,"type":255},"skills/write-roxygen-docs","Write roxygen2 documentation for R package functions, datasets, and classes. Covers all standard tags, cross-references, examples, and generating NAMESPACE entries. Follows tidyverse documentation style. Use when adding documentation to new exported functions, documenting internal helpers or datasets, documenting S3/S4/R6 classes and methods, or fixing documentation-related R CMD check notes.\n","write-roxygen-docs",{"claudeCode":12},"SKILL.md frontmatter at skills/write-roxygen-docs/SKILL.md (coalesced with duplicate skill at i18n/de/skills/write-roxygen-docs, i18n/es/skills/write-roxygen-docs, i18n/ja/skills/write-roxygen-docs, i18n/zh-CN/skills/write-roxygen-docs, i18n/wenyan/skills/write-roxygen-docs, i18n/caveman/skills/write-roxygen-docs, i18n/wenyan-lite/skills/write-roxygen-docs, i18n/caveman-lite/skills/write-roxygen-docs, i18n/wenyan-ultra/skills/write-roxygen-docs, i18n/caveman-ultra/skills/write-roxygen-docs)",[4014],{"path":1181,"priority":309},{"basePath":4016,"description":4017,"displayName":4018,"installMethods":4019,"rationale":4020,"selectedPaths":4021,"source":1172,"sourceLanguage":18,"type":255},"skills/write-standard-operating-procedure","Write a GxP-compliant Standard Operating Procedure (SOP). Covers regulatory SOP template structure (purpose, scope, definitions, responsibilities, procedure, references, revision history), approval workflow design, periodic review scheduling, and operational procedures for system use. Use when a new validated system requires operational procedures, when existing informal procedures need formalisation, when an audit finding cites missing procedures, when a change control triggers SOP updates, or when periodic review identifies outdated procedural content.\n","write-standard-operating-procedure",{"claudeCode":12},"SKILL.md frontmatter at skills/write-standard-operating-procedure/SKILL.md (coalesced with duplicate skill at i18n/de/skills/write-standard-operating-procedure, i18n/es/skills/write-standard-operating-procedure, i18n/ja/skills/write-standard-operating-procedure, i18n/zh-CN/skills/write-standard-operating-procedure, i18n/wenyan/skills/write-standard-operating-procedure, i18n/caveman/skills/write-standard-operating-procedure, i18n/wenyan-lite/skills/write-standard-operating-procedure, i18n/caveman-lite/skills/write-standard-operating-procedure, i18n/wenyan-ultra/skills/write-standard-operating-procedure, i18n/caveman-ultra/skills/write-standard-operating-procedure)",[4022],{"path":1181,"priority":309},{"basePath":4024,"description":4025,"displayName":4026,"installMethods":4027,"rationale":4028,"selectedPaths":4029,"source":1172,"sourceLanguage":18,"type":255},"skills/write-testthat-tests","Write comprehensive testthat (edition 3) tests for R package functions. Covers test organization, expectations, fixtures, mocking, snapshot tests, parameterized tests, and achieving high coverage. Use when adding tests for new package functions, increasing test coverage for existing code, writing regression tests for bug fixes, or setting up test infrastructure for a package that lacks it.\n","write-testthat-tests",{"claudeCode":12},"SKILL.md frontmatter at skills/write-testthat-tests/SKILL.md (coalesced with duplicate skill at i18n/de/skills/write-testthat-tests, i18n/es/skills/write-testthat-tests, i18n/ja/skills/write-testthat-tests, i18n/zh-CN/skills/write-testthat-tests, i18n/wenyan/skills/write-testthat-tests, i18n/caveman/skills/write-testthat-tests, i18n/wenyan-lite/skills/write-testthat-tests, i18n/caveman-lite/skills/write-testthat-tests, i18n/wenyan-ultra/skills/write-testthat-tests, i18n/caveman-ultra/skills/write-testthat-tests)",[4030],{"path":1181,"priority":309},{"basePath":4032,"description":4033,"displayName":4034,"installMethods":4035,"rationale":4036,"selectedPaths":4037,"source":1172,"sourceLanguage":18,"type":255},"skills/write-validation-documentation","Write IQ/OQ/PQ validation documentation for computerized systems in regulated environments. Covers protocols, reports, test scripts, deviation handling, and approval workflows. Use when validating R or other software for regulated use, preparing for a regulatory audit, documenting qualification of computing environments, or creating and updating validation protocols and reports for new or re-qualified systems.\n","write-validation-documentation",{"claudeCode":12},"SKILL.md frontmatter at skills/write-validation-documentation/SKILL.md (coalesced with duplicate skill at i18n/de/skills/write-validation-documentation, i18n/es/skills/write-validation-documentation, i18n/ja/skills/write-validation-documentation, i18n/zh-CN/skills/write-validation-documentation, i18n/wenyan/skills/write-validation-documentation, i18n/caveman/skills/write-validation-documentation, i18n/wenyan-lite/skills/write-validation-documentation, i18n/caveman-lite/skills/write-validation-documentation, i18n/wenyan-ultra/skills/write-validation-documentation, i18n/caveman-ultra/skills/write-validation-documentation)",[4038],{"path":1181,"priority":309},{"basePath":4040,"description":4041,"displayName":4042,"installMethods":4043,"rationale":4044,"selectedPaths":4045,"source":1172,"sourceLanguage":18,"type":255},"skills/write-vignette","Create R package vignettes using R Markdown or Quarto. Covers vignette setup, YAML configuration, code chunk options, building and testing, and CRAN requirements for vignettes. Use when adding a Getting Started tutorial, documenting complex workflows spanning multiple functions, creating domain-specific guides, or when CRAN submission requires user-facing documentation beyond function help pages.\n","write-vignette",{"claudeCode":12},"SKILL.md frontmatter at skills/write-vignette/SKILL.md (coalesced with duplicate skill at i18n/de/skills/write-vignette, i18n/es/skills/write-vignette, i18n/ja/skills/write-vignette, i18n/zh-CN/skills/write-vignette, i18n/wenyan/skills/write-vignette, i18n/caveman/skills/write-vignette, i18n/wenyan-lite/skills/write-vignette, i18n/caveman-lite/skills/write-vignette, i18n/wenyan-ultra/skills/write-vignette, i18n/caveman-ultra/skills/write-vignette)",[4046],{"path":1181,"priority":309},{"basePath":4048,"description":4049,"displayName":4050,"installMethods":4051,"rationale":4052,"selectedPaths":4053,"source":1172,"sourceLanguage":18,"type":255},"skills/_template","One to three sentences describing what this skill accomplishes, followed by key activation triggers. This field is the primary mechanism agents use to decide whether to activate the skill — it is read during discovery before the full body is loaded. Start with a verb. Include the most important \"when to use\" conditions inline. Max 1024 characters.\n","skill-name-here",{"claudeCode":12},"SKILL.md frontmatter at skills/_template/SKILL.md",[4054],{"path":1181,"priority":309},{"basePath":265,"description":4056,"displayName":253,"installMethods":4057,"license":245,"rationale":4058,"selectedPaths":4059,"source":1172,"sourceLanguage":18,"type":4066},"Universal skill/agent/team installer for agentskills.io — works with Claude Code, Cursor, Copilot, Gemini CLI, and 12+ agentic frameworks",{"npm":253},"cli ecosystem detected at /",[4060,4062,4063,4064],{"path":4061,"priority":309},"package.json",{"path":311,"priority":309},{"path":313,"priority":314},{"path":4065,"priority":317},"cli/index.js","cli",{"sources":4068},[4069],"manual",{"npmPackage":253},{"closedIssues90d":236,"description":4072,"forks":237,"homepage":4073,"license":245,"openIssues90d":239,"pushedAt":240,"readmeSize":234,"stars":241,"topics":4074},"Agent Almanac — a curated reference of executable skills, specialist agents, and teams for AI-assisted development, with interactive visualization","https://pjt222.github.io/agent-almanac/",[4075,4076,4077,4078,273,4079,4080],"agents","agentskills","ai-assisted-development","claude-code","teams","visualization",{"downloads":243},{"classifiedAt":4083,"discoverAt":4084,"extractAt":4085,"githubAt":4085,"npmAt":4086,"updatedAt":4083},1778695547755,1778695498176,1778695533530,1778695537492,[216,217,218,220,219],{"evaluatedAt":249,"extractAt":291,"updatedAt":249},[],[4091,4112,4130,4160,4184,4210],{"_creationTime":4092,"_id":4093,"community":4094,"display":4095,"identity":4097,"providers":4098,"relations":4108,"tags":4109,"workflow":4110},1778695548458.37,"k176t2dj8nnystkqcdxgbbxgn586nc5g",{"reviewCount":8},{"description":2634,"installMethods":4096,"name":2635,"sourceUrl":14},{"claudeCode":12},{"basePath":2633,"githubOwner":252,"githubRepo":253,"locale":18,"slug":2635,"type":255},{"evaluate":4099,"extract":4107},{"promptVersionExtension":209,"promptVersionScoring":210,"score":4100,"tags":4101,"targetMarket":221,"tier":222},95,[216,4102,4103,4104,4105,217,4106],"peak-analysis","resolution","integration","system-suitability","gc",{"commitSha":282},{"parentExtensionId":258,"repoId":287},[216,4106,217,4104,4102,4103,4105],{"evaluatedAt":4111,"extractAt":291,"updatedAt":4111},1778698887676,{"_creationTime":4113,"_id":4114,"community":4115,"display":4116,"identity":4118,"providers":4119,"relations":4126,"tags":4127,"workflow":4128},1778695548458.356,"k17a863qq2hdqstfyedrk6vn3h86n0bj",{"reviewCount":8},{"description":2166,"installMethods":4117,"name":2167,"sourceUrl":14},{"claudeCode":12},{"basePath":2165,"githubOwner":252,"githubRepo":253,"locale":18,"slug":2167,"type":255},{"evaluate":4120,"extract":4125},{"promptVersionExtension":209,"promptVersionScoring":210,"score":4100,"tags":4121,"targetMarket":221,"tier":222},[216,4122,218,4123,4124],"gas-chromatography","analytical-chemistry","science",{"commitSha":282},{"parentExtensionId":258,"repoId":287},[4123,216,4122,218,4124],{"evaluatedAt":4129,"extractAt":291,"updatedAt":4129},1778697830224,{"_creationTime":4131,"_id":4132,"community":4133,"display":4134,"identity":4140,"providers":4144,"relations":4154,"tags":4156,"workflow":4157},1778691799740.493,"k17600j7745kjaezc7ce63tjj186npxt",{"reviewCount":8},{"description":4135,"installMethods":4136,"name":4138,"sourceUrl":4139},"Creative research ideation and exploration. Use for open-ended brainstorming sessions, exploring interdisciplinary connections, challenging assumptions, or identifying research gaps. Best for early-stage research planning when you do not have specific observations yet. For formulating testable hypotheses from data use hypothesis-generation.",{"claudeCode":4137},"K-Dense-AI/claude-scientific-skills","scientific-brainstorming","https://github.com/K-Dense-AI/claude-scientific-skills",{"basePath":4141,"githubOwner":4142,"githubRepo":4143,"locale":18,"slug":4138,"type":255},"scientific-skills/scientific-brainstorming","K-Dense-AI","claude-scientific-skills",{"evaluate":4145,"extract":4153},{"promptVersionExtension":209,"promptVersionScoring":210,"score":4146,"tags":4147,"targetMarket":221,"tier":222},98,[4148,4149,4150,4151,219,4152],"research","brainstorming","ideation","creativity","problem-solving",{"commitSha":282},{"repoId":4155},"kd79rphh5gexy91xmpxc05h5mh86mm9r",[4149,4151,4150,4152,4148,219],{"evaluatedAt":4158,"extractAt":4159,"updatedAt":4158},1778694192455,1778691799740,{"_creationTime":4161,"_id":4162,"community":4163,"display":4164,"identity":4168,"providers":4171,"relations":4180,"tags":4181,"workflow":4182},1778691799740.4797,"k17chmetaymj4begnxarm6717h86nx99",{"reviewCount":8},{"description":4165,"installMethods":4166,"name":4167,"sourceUrl":4139},"Create professional research posters in LaTeX using beamerposter, tikzposter, or baposter. Support for conference presentations, academic posters, and scientific communication. Includes layout design, color schemes, multi-column formats, figure integration, and poster-specific best practices for visual communication.",{"claudeCode":4137},"LaTeX Research Posters",{"basePath":4169,"githubOwner":4142,"githubRepo":4143,"locale":18,"slug":4170,"type":255},"scientific-skills/latex-posters","latex-posters",{"evaluate":4172,"extract":4179},{"promptVersionExtension":209,"promptVersionScoring":210,"score":4146,"tags":4173,"targetMarket":221,"tier":222},[4174,4175,4176,219,4177,4178],"latex","poster","academic","ai-generated-graphics","design",{"commitSha":282,"license":245},{"repoId":4155},[4176,4177,4178,4174,4175,219],{"evaluatedAt":4183,"extractAt":4159,"updatedAt":4183},1778693014229,{"_creationTime":4185,"_id":4186,"community":4187,"display":4188,"identity":4192,"providers":4195,"relations":4206,"tags":4207,"workflow":4208},1778691799740.4875,"k17fq4mmawxerzy33jynez65bs86mkr5",{"reviewCount":8},{"description":4189,"installMethods":4190,"name":4191,"sourceUrl":4139},"Integration with protocols.io API for managing scientific protocols. This skill should be used when working with protocols.io to search, create, update, or publish protocols; manage protocol steps and materials; handle discussions and comments; organize workspaces; upload and manage files; or integrate protocols.io functionality into workflows. Applicable for protocol discovery, collaborative protocol development, experiment tracking, lab protocol management, and scientific documentation.",{"claudeCode":4137},"Protocols.io Integration",{"basePath":4193,"githubOwner":4142,"githubRepo":4143,"locale":18,"slug":4194,"type":255},"scientific-skills/protocolsio-integration","protocolsio-integration",{"evaluate":4196,"extract":4204},{"promptVersionExtension":209,"promptVersionScoring":210,"score":4100,"tags":4197,"targetMarket":221,"tier":4203},[4198,4199,219,4148,4200,4201,4202],"protocols-io","api","collaboration","documentation","management","community",{"commitSha":282,"license":4205},"Unknown",{"repoId":4155},[4199,4200,4201,4202,4198,4148,219],{"evaluatedAt":4209,"extractAt":4159,"updatedAt":4209},1778693723927,{"_creationTime":4211,"_id":4212,"community":4213,"display":4214,"identity":4218,"providers":4220,"relations":4224,"tags":4225,"workflow":4226},1778691799740.4846,"k17a9g83b3g97n430jfsn3qaex86mnnn",{"reviewCount":8},{"description":4215,"installMethods":4216,"name":4217,"sourceUrl":4139},"Chat with your agent about projects, recommendations, and canonical papers in Paperzilla. Use when users ask for recent project recommendations, canonical paper details, markdown-based summaries, recommendation feedback, feed export, or Atom feed URLs.",{"claudeCode":4137},"paperzilla",{"basePath":4219,"githubOwner":4142,"githubRepo":4143,"locale":18,"slug":4217,"type":255},"scientific-skills/paperzilla",{"evaluate":4221,"extract":4223},{"promptVersionExtension":209,"promptVersionScoring":210,"score":4100,"tags":4222,"targetMarket":221,"tier":222},[4217,4066,4148,4201,219],{"commitSha":282},{"repoId":4155},[4066,4201,4217,4148,219],{"evaluatedAt":4227,"extractAt":4159,"updatedAt":4227},1778693449702]