[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"extension-skill-Lum1104-understand-domain-en":3,"guides-for-Lum1104-understand-domain":383,"similar-k177vkkb19azmt7j1vw5x8bzcn86nwhe-en":384},{"_creationTime":4,"_id":5,"children":6,"community":7,"display":9,"evaluation":15,"identity":243,"isFallback":234,"parentExtension":248,"providers":249,"relations":254,"repo":256,"tags":379,"workflow":380},1778692549705.5173,"k177vkkb19azmt7j1vw5x8bzcn86nwhe",[],{"reviewCount":8},0,{"description":10,"installMethods":11,"name":13,"sourceUrl":14},"Extract business domain knowledge from a codebase and generate an interactive domain flow graph. Works standalone (lightweight scan) or derives from an existing /understand knowledge graph.",{"claudeCode":12},"Lum1104/Understand-Anything","understand-domain","https://github.com/Lum1104/Understand-Anything",{"_creationTime":16,"_id":17,"extensionId":5,"locale":18,"result":19,"trustSignals":224,"workflow":241},1778692688178.7205,"kn73wv8s0bhpyx2bak9sdpvjgs86m30v","en",{"checks":20,"evaluatedAt":192,"extensionSummary":193,"features":194,"nonGoals":200,"promptVersionExtension":205,"promptVersionScoring":206,"purpose":207,"rationale":208,"score":209,"summary":210,"tags":211,"targetMarket":217,"tier":218,"useCases":219},[21,26,29,32,36,39,43,47,50,53,57,61,64,68,71,74,77,80,83,86,90,94,98,102,106,109,113,116,120,123,126,129,132,135,138,142,146,149,153,157,160,163,166,169,173,176,179,182,185,189],{"category":22,"check":23,"severity":24,"summary":25},"Practical Utility","Problem relevance","pass","The description clearly states the problem of starting with a large codebase and provides the solution of understanding the big picture via a knowledge graph.",{"category":22,"check":27,"severity":24,"summary":28},"Unique selling proposition","The extension offers significant value over default LLM behavior by creating an interactive, explorable knowledge graph from code, including domain-specific views and guided tours.",{"category":22,"check":30,"severity":24,"summary":31},"Production readiness","The extension appears production-ready, with a clear workflow for analyzing codebases, generating a knowledge graph, and providing an interactive dashboard for exploration.",{"category":33,"check":34,"severity":24,"summary":35},"Scope","Single responsibility principle","The extension focuses on analyzing codebases to generate knowledge graphs and related visualizations, adhering to a single, coherent domain.",{"category":33,"check":37,"severity":24,"summary":38},"Description quality","The displayed description accurately and concisely reflects the extension's core functionality of extracting domain knowledge and generating flow graphs.",{"category":40,"check":41,"severity":24,"summary":42},"Invocation","Scoped tools","The extension exposes specific tools like `/understand-domain`, `/understand-knowledge`, which are appropriately scoped for their intended functions.",{"category":44,"check":45,"severity":24,"summary":46},"Documentation","Configuration & parameter reference","The SKILL.md provides clear instructions on how to use the `--full` and `--language` flags, and explains the `UNDERSTAND_NO_WORKTREE_REDIRECT` environment variable.",{"category":33,"check":48,"severity":24,"summary":49},"Tool naming","Tool names like `/understand-domain`, `/understand-knowledge`, and `/understand-dashboard` are descriptive and clearly indicate their purpose.",{"category":33,"check":51,"severity":24,"summary":52},"Minimal I/O surface","The inputs (command-line flags) and outputs (JSON files, interactive dashboard) are focused on the core task of knowledge graph generation and exploration.",{"category":54,"check":55,"severity":24,"summary":56},"License","License usability","The extension is licensed under the MIT license, which is a permissive open-source license.",{"category":58,"check":59,"severity":24,"summary":60},"Maintenance","Commit recency","The repository has recent commits, with the last push being on 2026-05-13, indicating active maintenance.",{"category":58,"check":62,"severity":24,"summary":63},"Dependency Management","The project uses pnpm and has a `pnpm-workspace.yaml` file, suggesting a structured approach to dependency management. Tests are also present.",{"category":65,"check":66,"severity":24,"summary":67},"Security","Secret Management","The extension does not appear to handle or expose secrets based on the provided SKILL.md and README.",{"category":65,"check":69,"severity":24,"summary":70},"Injection","The SKILL.md explicitly mentions that the `domain-context.json` is 'raw material' and the 'domain-analyzer agent' focuses on analysis, implying data is treated as input, not instructions.",{"category":65,"check":72,"severity":24,"summary":73},"Transitive Supply-Chain Grenades","The extension bundles its scripts and does not appear to fetch remote code or data at runtime for execution. The `install.sh` script is a one-time setup, not a runtime fetch.",{"category":65,"check":75,"severity":24,"summary":76},"Sandbox Isolation","The SKILL.md outlines the use of `PROJECT_ROOT` and `$PROJECT_ROOT` which are relative to the project, and includes logic to redirect worktree output to the main repo root, suggesting awareness of pathing and isolation.",{"category":65,"check":78,"severity":24,"summary":79},"Sandbox escape primitives","No detached process spawns or deny-retry loops were observed in the provided scripts or documentation.",{"category":65,"check":81,"severity":24,"summary":82},"Data Exfiltration","The extension's purpose is to analyze local code and generate graphs, with no indications of submitting confidential data to third parties.",{"category":65,"check":84,"severity":24,"summary":85},"Hidden Text Tricks","The bundled markdown files appear to be free of hidden steering tricks, using standard text and formatting.",{"category":87,"check":88,"severity":24,"summary":89},"Hooks","Opaque code execution","The bundled Python script `extract-domain-context.py` is plain source code, not obfuscated.",{"category":91,"check":92,"severity":24,"summary":93},"Portability","Structural Assumption","The script handles git worktrees by redirecting output to the main repository root, demonstrating awareness of project structure differences.",{"category":95,"check":96,"severity":24,"summary":97},"Trust","Issues Attention","With 9 issues opened and 57 closed in the last 90 days, the closure rate is significantly high, indicating good maintainer engagement.",{"category":99,"check":100,"severity":24,"summary":101},"Versioning","Release Management","The project has a `package.json` and uses GitHub release tags, with recent commits, indicating a managed versioning process.",{"category":103,"check":104,"severity":24,"summary":105},"Execution","Validation","The SKILL.md indicates a 'standard graph validation pipeline' is used, suggesting input and output validation is in place.",{"category":65,"check":107,"severity":24,"summary":108},"Unguarded Destructive Operations","The extension is primarily analytical and focuses on reading code and generating graphs; no destructive operations are apparent.",{"category":110,"check":111,"severity":24,"summary":112},"Code Execution","Error Handling","The SKILL.md mentions error tolerance during graph saving and notes cleaning up intermediate files, indicating a degree of error handling.",{"category":110,"check":114,"severity":24,"summary":115},"Logging","The script provides verbose logging via `echo` statements for actions like worktree redirection and cannot find plugin root errors.",{"category":117,"check":118,"severity":24,"summary":119},"Compliance","GDPR","The extension analyzes codebases and does not appear to handle personal data.",{"category":117,"check":121,"severity":24,"summary":122},"Target market","The extension is designed to analyze codebases and has no regional or jurisdictional restrictions, making it global.",{"category":91,"check":124,"severity":24,"summary":125},"Runtime stability","The extension uses standard shell commands and Python, with clear installation instructions for multiple platforms, suggesting good portability.",{"category":44,"check":127,"severity":24,"summary":128},"README","The README provides a comprehensive overview of the extension, its features, installation, and usage.",{"category":33,"check":130,"severity":24,"summary":131},"Tool surface size","The extension exposes a reasonable number of tools (e.g., `/understand`, `/understand-domain`, `/understand-dashboard`), staying within the recommended range.",{"category":40,"check":133,"severity":24,"summary":134},"Overlapping near-synonym tools","The exposed tools have distinct names and purposes, avoiding redundancy or confusion.",{"category":44,"check":136,"severity":24,"summary":137},"Phantom features","All advertised features, such as graph generation, domain analysis, and dashboard exploration, have corresponding implementations described in the SKILL.md and README.",{"category":139,"check":140,"severity":24,"summary":141},"Install","Installation instruction","Detailed installation instructions are provided for multiple platforms, including copy-pasteable commands and setup steps.",{"category":143,"check":144,"severity":24,"summary":145},"Errors","Actionable error messages","Error messages, such as 'Cannot find the understand-anything plugin root,' provide clear explanations and suggest remediation steps.",{"category":103,"check":147,"severity":24,"summary":148},"Pinned dependencies","The use of `pnpm-workspace.yaml` and `package.json` indicates pinned dependencies, and scripts have shebangs.",{"category":33,"check":150,"severity":151,"summary":152},"Dry-run preview","not_applicable","The extension is primarily analytical and does not involve state-changing operations or sending data outward, thus a dry-run feature is not applicable.",{"category":154,"check":155,"severity":151,"summary":156},"Protocol","Idempotent retry & timeouts","The extension's operations are local file processing and analysis, not involving remote calls or state-changing mutations that would require idempotency or timeouts.",{"category":117,"check":158,"severity":24,"summary":159},"Telemetry opt-in","There is no indication of telemetry being collected or emitted by this extension.",{"category":40,"check":161,"severity":24,"summary":162},"Precise Purpose","The SKILL.md and README clearly state the purpose of extracting domain knowledge from codebases and generating interactive graphs, including how it works and when to use it.",{"category":40,"check":164,"severity":24,"summary":165},"Concise Frontmatter","The frontmatter in SKILL.md is concise and effectively summarizes the core capability of extracting business domain knowledge and generating flow graphs.",{"category":44,"check":167,"severity":24,"summary":168},"Concise Body","The SKILL.md is well-structured, with detailed explanations delegated to phases and references, keeping the main body concise.",{"category":170,"check":171,"severity":24,"summary":172},"Context","Progressive Disclosure","The SKILL.md outlines the workflow in phases and details specific script resolutions, indicating progressive disclosure of information.",{"category":170,"check":174,"severity":151,"summary":175},"Forked exploration","The skill focuses on generating a knowledge graph from a codebase rather than deep exploration of existing code, making `context: fork` not applicable.",{"category":22,"check":177,"severity":24,"summary":178},"Usage examples","The README and SKILL.md provide clear examples for installation, analysis, and exploration, including language options.",{"category":22,"check":180,"severity":24,"summary":181},"Edge cases","The SKILL.md documents edge cases like git worktrees and plugin root resolution, with corresponding recovery steps or explanations.",{"category":110,"check":183,"severity":151,"summary":184},"Tool Fallback","The skill primarily uses bundled scripts and internal LLM agents, not external MCP servers, so tool fallback is not applicable.",{"category":186,"check":187,"severity":24,"summary":188},"Safety","Halt on unexpected state","The script includes error handling for cases like 'Cannot find the understand-anything plugin root' and checks for git worktrees, indicating it halts on unexpected states.",{"category":91,"check":190,"severity":24,"summary":191},"Cross-skill coupling","The skill operates standalone for domain knowledge extraction and graph generation, without implicit reliance on other skills.",1778692688067,"This extension analyzes codebases to extract business domain knowledge, domains, business flows, and process steps, generating an interactive horizontal flow graph. It can derive knowledge from existing graphs or perform a lightweight scan, and supports multiple languages for output.",[195,196,197,198,199],"Extracts business domain knowledge from codebases","Generates interactive domain flow graphs","Supports analysis from existing knowledge graphs or via lightweight scans","Localizes graph content and dashboard UI based on language parameter","Includes guided tours and persona-adaptive UI for exploration",[201,202,203,204],"Performing deep code reviews or debugging","Replacing comprehensive code documentation tools","Generating executable code or performing refactoring","Analyzing non-code artifacts like plain text documents (unless in a Karpathy-pattern format)","3.0.0","4.4.0","To help developers quickly understand complex codebases by visualizing their business domain logic and flows, reducing onboarding time and improving code comprehension.","The extension is exceptionally well-documented, clearly defined, and robustly implemented, with recent maintenance and a strong community signal. All checks passed with a high degree of confidence.",100,"A robust and well-documented tool for extracting domain knowledge from code into an interactive graph.",[212,213,214,215,216],"code-analysis","knowledge-graph","developer-tools","code-visualization","domain-modeling","global","verified",[220,221,222,223],"Understanding the business logic of a large, unfamiliar codebase","Visualizing the flow of a specific business process within an application","Onboarding new developers to a project by providing a high-level domain overview","Identifying architectural layers and dependencies within a project",{"codeQuality":225,"collectedAt":227,"documentation":228,"maintenance":231,"security":238,"testCoverage":240},{"hasLockfile":226},true,1778692664887,{"descriptionLength":229,"readmeSize":230},189,12920,{"closedIssues90d":232,"forks":233,"hasChangelog":234,"openIssues90d":235,"pushedAt":236,"stars":237},57,1339,false,9,1778638834000,14487,{"hasNpmPackage":234,"license":239,"smitheryVerified":234},"MIT",{"hasCi":226,"hasTests":226},{"updatedAt":242},1778692688178,{"basePath":244,"githubOwner":245,"githubRepo":246,"locale":18,"slug":13,"type":247},"understand-anything-plugin/skills/understand-domain","Lum1104","Understand-Anything","skill",null,{"evaluate":250,"extract":252},{"promptVersionExtension":205,"promptVersionScoring":206,"score":209,"tags":251,"targetMarket":217,"tier":218},[212,213,214,215,216],{"commitSha":253},"HEAD",{"repoId":255},"kd78egfytykkxxbpr6k3t7wsph86n83x",{"_creationTime":257,"_id":255,"identity":258,"providers":259,"workflow":375},1778692541669.8892,{"githubOwner":245,"githubRepo":246,"sourceUrl":14},{"classify":260,"discover":355,"github":358},{"commitSha":253,"extensions":261},[262,279,293,302,310,318,326,331,339,347],{"basePath":263,"description":264,"displayName":265,"installMethods":266,"rationale":267,"selectedPaths":268,"source":277,"sourceLanguage":18,"type":278},"","LLM-powered codebase analysis producing interactive knowledge graphs, guided tours, and deep-dive explanations","understand-anything",{"claudeCode":12},"marketplace.json at .claude-plugin/marketplace.json",[269,272,274],{"path":270,"priority":271},".claude-plugin/marketplace.json","mandatory",{"path":273,"priority":271},"README.md",{"path":275,"priority":276},"LICENSE","high","rule","marketplace",{"basePath":263,"description":280,"displayName":265,"installMethods":281,"license":239,"rationale":282,"selectedPaths":283,"source":277,"sourceLanguage":18,"type":292},"AI-powered codebase understanding — analyze, visualize, and explain any project",{"claudeCode":265},"plugin manifest at .claude-plugin/plugin.json (coalesced with duplicate plugin at understand-anything-plugin)",[284,286,287,288,290],{"path":285,"priority":271},".claude-plugin/plugin.json",{"path":273,"priority":271},{"path":275,"priority":276},{"path":289,"priority":276},".copilot-plugin/plugin.json",{"path":291,"priority":276},".cursor-plugin/plugin.json","plugin",{"basePath":294,"description":295,"displayName":296,"installMethods":297,"rationale":298,"selectedPaths":299,"source":277,"sourceLanguage":18,"type":247},"understand-anything-plugin/skills/understand","Analyze a codebase to produce an interactive knowledge graph for understanding architecture, components, and relationships","understand",{"claudeCode":12},"SKILL.md frontmatter at understand-anything-plugin/skills/understand/SKILL.md",[300],{"path":301,"priority":271},"SKILL.md",{"basePath":303,"description":304,"displayName":305,"installMethods":306,"rationale":307,"selectedPaths":308,"source":277,"sourceLanguage":18,"type":247},"understand-anything-plugin/skills/understand-chat","Use when you need to ask questions about a codebase or understand code using a knowledge graph","understand-chat",{"claudeCode":12},"SKILL.md frontmatter at understand-anything-plugin/skills/understand-chat/SKILL.md",[309],{"path":301,"priority":271},{"basePath":311,"description":312,"displayName":313,"installMethods":314,"rationale":315,"selectedPaths":316,"source":277,"sourceLanguage":18,"type":247},"understand-anything-plugin/skills/understand-dashboard","Launch the interactive web dashboard to visualize a codebase's knowledge graph","understand-dashboard",{"claudeCode":12},"SKILL.md frontmatter at understand-anything-plugin/skills/understand-dashboard/SKILL.md",[317],{"path":301,"priority":271},{"basePath":319,"description":320,"displayName":321,"installMethods":322,"rationale":323,"selectedPaths":324,"source":277,"sourceLanguage":18,"type":247},"understand-anything-plugin/skills/understand-diff","Use when you need to analyze git diffs or pull requests to understand what changed, affected components, and risks","understand-diff",{"claudeCode":12},"SKILL.md frontmatter at understand-anything-plugin/skills/understand-diff/SKILL.md",[325],{"path":301,"priority":271},{"basePath":244,"description":10,"displayName":13,"installMethods":327,"rationale":328,"selectedPaths":329,"source":277,"sourceLanguage":18,"type":247},{"claudeCode":12},"SKILL.md frontmatter at understand-anything-plugin/skills/understand-domain/SKILL.md",[330],{"path":301,"priority":271},{"basePath":332,"description":333,"displayName":334,"installMethods":335,"rationale":336,"selectedPaths":337,"source":277,"sourceLanguage":18,"type":247},"understand-anything-plugin/skills/understand-explain","Use when you need a deep-dive explanation of a specific file, function, or module in the codebase","understand-explain",{"claudeCode":12},"SKILL.md frontmatter at understand-anything-plugin/skills/understand-explain/SKILL.md",[338],{"path":301,"priority":271},{"basePath":340,"description":341,"displayName":342,"installMethods":343,"rationale":344,"selectedPaths":345,"source":277,"sourceLanguage":18,"type":247},"understand-anything-plugin/skills/understand-knowledge","Analyze a Karpathy-pattern LLM wiki knowledge base and generate an interactive knowledge graph with entity extraction, implicit relationships, and topic clustering.","understand-knowledge",{"claudeCode":12},"SKILL.md frontmatter at understand-anything-plugin/skills/understand-knowledge/SKILL.md",[346],{"path":301,"priority":271},{"basePath":348,"description":349,"displayName":350,"installMethods":351,"rationale":352,"selectedPaths":353,"source":277,"sourceLanguage":18,"type":247},"understand-anything-plugin/skills/understand-onboard","Use when you need to generate an onboarding guide for new team members joining a project","understand-onboard",{"claudeCode":12},"SKILL.md frontmatter at understand-anything-plugin/skills/understand-onboard/SKILL.md",[354],{"path":301,"priority":271},{"sources":356},[357],"manual",{"closedIssues90d":232,"description":359,"forks":233,"homepage":360,"license":239,"openIssues90d":235,"pushedAt":236,"readmeSize":230,"stars":237,"topics":361},"Graphs that teach > graphs that impress. Turn any code, or knowledge base (Karpathy LLM wiki), into an interactive knowledge graph you can explore, search, and ask questions about. Works with Claude Code, Codex, Cursor, Copilot, Gemini CLI, and more.","https://understand-anything.com",[362,363,364,365,366,213,367,368,369,370,371,372,373,374],"claude-code","claude-skills","understandcode","codex","codex-skills","opencode-skills","antigravity-skills","gemini-cli-skills","pi-agent","business-knowledge","knowledge-base","memory","karpathy-llm-wiki",{"classifiedAt":376,"discoverAt":377,"extractAt":378,"githubAt":378,"updatedAt":376},1778692549536,1778692541669,1778692547599,[212,215,214,216,213],{"evaluatedAt":242,"extractAt":381,"updatedAt":382},1778692549705,1778692825689,[],[385,413,431,449,478,508],{"_creationTime":386,"_id":387,"community":388,"display":389,"identity":395,"providers":398,"relations":406,"tags":408,"workflow":409},1778699438912.8826,"k170fxxh22hdspg4vr94whgj1986mpr9",{"reviewCount":8},{"description":390,"installMethods":391,"name":393,"sourceUrl":394},"Context Runtime for AI Agents — 59 MCP tools, 10 read modes, 95+ shell patterns, tree-sitter AST for 18 languages. Compresses LLM context by up to 99%. Use when reading files, running shell commands, searching code, or exploring directories. Auto-installs if not present.",{"claudeCode":392},"yvgude/lean-ctx","lean-ctx","https://github.com/yvgude/lean-ctx",{"basePath":396,"githubOwner":397,"githubRepo":393,"locale":18,"slug":393,"type":247},"skills/lean-ctx","yvgude",{"evaluate":399,"extract":405},{"promptVersionExtension":205,"promptVersionScoring":206,"score":209,"tags":400,"targetMarket":217,"tier":218},[401,402,403,214,404,212],"context-compression","ai-agent","cli-tools","rust",{"commitSha":253},{"repoId":407},"kd7dxtfr9j3z54hs3bz0218e1n86may0",[402,403,212,401,214,404],{"evaluatedAt":410,"extractAt":411,"updatedAt":412},1778699456179,1778699438912,1778699517795,{"_creationTime":414,"_id":415,"community":416,"display":417,"identity":419,"providers":420,"relations":426,"tags":427,"workflow":428},1778692549705.5164,"k17cmt6ekj6t5bf5dbscrqa3an86m6p3",{"reviewCount":8},{"description":295,"installMethods":418,"name":296,"sourceUrl":14},{"claudeCode":12},{"basePath":294,"githubOwner":245,"githubRepo":246,"locale":18,"slug":296,"type":247},{"evaluate":421,"extract":425},{"promptVersionExtension":205,"promptVersionScoring":206,"score":209,"tags":422,"targetMarket":217,"tier":218},[212,213,214,423,424],"architecture","code-exploration",{"commitSha":253},{"repoId":255},[423,212,424,214,213],{"evaluatedAt":429,"extractAt":381,"updatedAt":430},1778692606129,1778692824891,{"_creationTime":432,"_id":433,"community":434,"display":435,"identity":437,"providers":438,"relations":444,"tags":445,"workflow":446},1778692549705.5168,"k175km8dk28xhp6eprw09sfsax86n9cs",{"reviewCount":8},{"description":312,"installMethods":436,"name":313,"sourceUrl":14},{"claudeCode":12},{"basePath":311,"githubOwner":245,"githubRepo":246,"locale":18,"slug":313,"type":247},{"evaluate":439,"extract":443},{"promptVersionExtension":205,"promptVersionScoring":206,"score":209,"tags":440,"targetMarket":217,"tier":218},[215,213,214,441,442],"codebase-analysis","dashboard",{"commitSha":253},{"repoId":255},[215,441,442,214,213],{"evaluatedAt":447,"extractAt":381,"updatedAt":448},1778692645619,1778692825282,{"_creationTime":450,"_id":451,"community":452,"display":453,"identity":459,"providers":463,"relations":471,"tags":474,"workflow":475},1778696691708.3247,"k17f21w0dzc61q2n10jzqjf9gh86mkgv",{"reviewCount":8},{"description":454,"installMethods":455,"name":457,"sourceUrl":458},"Extract entities and relations from source files to build a knowledge graph",{"claudeCode":456},"ruvnet/ruflo","kg-extract","https://github.com/ruvnet/ruflo",{"basePath":460,"githubOwner":461,"githubRepo":462,"locale":18,"slug":457,"type":247},"plugins/ruflo-knowledge-graph/skills/kg-extract","ruvnet","ruflo",{"evaluate":464,"extract":470},{"promptVersionExtension":205,"promptVersionScoring":206,"score":465,"tags":466,"targetMarket":217,"tier":218},99,[213,212,467,468,469],"entity-extraction","relation-extraction","agentdb",{"commitSha":253},{"parentExtensionId":472,"repoId":473},"k175fc9e70d2xygkkf4c2dqwa586m2kv","kd7ed28gj8n0y3msk5dzrp05zs86nqtc",[469,212,467,213,468],{"evaluatedAt":476,"extractAt":477,"updatedAt":476},1778700861858,1778696691708,{"_creationTime":479,"_id":480,"community":481,"display":482,"identity":488,"providers":493,"relations":501,"tags":504,"workflow":505},1778695548458.377,"k17esa27yncbsd0bz8hcg2crg986mjqk",{"reviewCount":8},{"description":483,"installMethods":484,"name":486,"sourceUrl":487},"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",{"claudeCode":485},"pjt222/agent-almanac","Metal","https://github.com/pjt222/agent-almanac",{"basePath":489,"githubOwner":490,"githubRepo":491,"locale":18,"slug":492,"type":247},"skills/metal","pjt222","agent-almanac","metal",{"evaluate":494,"extract":500},{"promptVersionExtension":205,"promptVersionScoring":206,"score":209,"tags":495,"targetMarket":217,"tier":218},[212,496,497,498,499],"conceptualization","agent-definition","repository-structure","software-architecture",{"commitSha":253,"license":239},{"parentExtensionId":502,"repoId":503},"k170h0janaa9kwn7cfgfz2ykss86mmh9","kd7aryv63z61j39n2td1aeqkvh86mh12",[497,212,496,498,499],{"evaluatedAt":506,"extractAt":507,"updatedAt":506},1778699463464,1778695548458,{"_creationTime":509,"_id":510,"community":511,"display":512,"identity":518,"providers":523,"relations":531,"tags":533,"workflow":534},1778698056313.1528,"k176pxdjxvnyex7jv6abt3myd586n5vv",{"reviewCount":8},{"description":513,"installMethods":514,"name":516,"sourceUrl":517},"Map a codebase into feature-grouped flowcharts, identify duplicated concerns across features, and propose a unified architecture. Use when asked to \"find the ideal path,\" unify duplicated systems, or audit architecture before a refactor. Emits a proposed unified flowchart plus per-system /make-plan prompts.",{"claudeCode":515},"thedotmack/claude-mem","Pathfinder","https://github.com/thedotmack/claude-mem",{"basePath":519,"githubOwner":520,"githubRepo":521,"locale":18,"slug":522,"type":247},"plugin/skills/pathfinder","thedotmack","claude-mem","pathfinder",{"evaluate":524,"extract":529},{"promptVersionExtension":205,"promptVersionScoring":206,"score":209,"tags":525,"targetMarket":217,"tier":218},[212,423,526,527,528],"documentation","refactoring","flowchart",{"commitSha":253,"license":530},"Apache-2.0",{"repoId":532},"kd70jnxgm695az2wtf37zbqdj986mp7k",[423,212,526,528,527],{"evaluatedAt":535,"extractAt":536,"updatedAt":537},1778698228002,1778698056313,1778698443446]