[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"extension-skill-mhattingpete-ensemble-solving-zh-CN":3,"guides-for-mhattingpete-ensemble-solving":625,"similar-k172sdakmjn0bvkdrzm90vy1f186mtfr-zh-CN":626},{"_creationTime":4,"_id":5,"children":6,"community":7,"display":9,"evaluation":15,"identity":251,"isFallback":242,"parentExtension":257,"providers":320,"relations":324,"repo":325,"tags":623,"workflow":624},1778693062249.8628,"k172sdakmjn0bvkdrzm90vy1f186mtfr",[],{"reviewCount":8},0,{"description":10,"installMethods":11,"name":13,"sourceUrl":14},"Generate multiple diverse solutions in parallel and select the best. Use for architecture decisions, code generation with multiple valid approaches, or creative tasks where exploring alternatives improves quality.",{"claudeCode":12},"mhattingpete/claude-skills-marketplace","Ensemble Solving","https://github.com/mhattingpete/claude-skills-marketplace",{"_creationTime":16,"_id":17,"extensionId":5,"locale":18,"result":19,"trustSignals":233,"workflow":249},1778693258245.9436,"kn799etdbeh76d67d73x7rf0v986mjqt","en",{"checks":20,"evaluatedAt":193,"extensionSummary":194,"features":195,"nonGoals":201,"practices":206,"prerequisites":207,"promptVersionExtension":208,"promptVersionScoring":209,"purpose":210,"rationale":211,"score":212,"summary":213,"tags":214,"targetMarket":220,"tier":221,"useCases":222,"workflow":227},[21,26,29,32,36,39,44,48,51,54,58,62,65,69,72,75,78,81,84,87,91,95,100,104,108,111,114,117,121,124,127,130,133,136,139,143,147,151,154,158,161,164,167,170,174,177,180,183,186,190],{"category":22,"check":23,"severity":24,"summary":25},"Practical Utility","Problem relevance","pass","The description clearly states the problem of generating multiple diverse solutions and selecting the best, identifying use cases like architecture decisions and code generation.",{"category":22,"check":27,"severity":24,"summary":28},"Unique selling proposition","The skill offers a unique value proposition by orchestrating multiple subagents with different approaches and an evaluation rubric, going beyond a simple prompt to actively manage agent behavior for diverse solution generation.",{"category":22,"check":30,"severity":24,"summary":31},"Production readiness","The skill appears production-ready, outlining a clear workflow for analyzing tasks, generating diversified prompts, spawning parallel agents, evaluating results, and presenting the best solution, covering a complete lifecycle for problem-solving.",{"category":33,"check":34,"severity":24,"summary":35},"Scope","Single responsibility principle","The skill is focused on generating and selecting diverse solutions for complex problems, aligning with a single, coherent workflow. Its stated purpose is well-defined and does not extend into unrelated domains.",{"category":33,"check":37,"severity":24,"summary":38},"Description quality","The displayed description accurately and concisely reflects the skill's core functionality: generating multiple solutions in parallel and selecting the best for complex tasks.",{"category":40,"check":41,"severity":42,"summary":43},"Invocation","Scoped tools","not_applicable","This check is not applicable as the skill is a single agent orchestrator and does not expose distinct tools.",{"category":45,"check":46,"severity":42,"summary":47},"Documentation","Configuration & parameter reference","This skill does not appear to have configurable parameters or external configuration files that require documentation beyond its core instructions.",{"category":33,"check":49,"severity":42,"summary":50},"Tool naming","This skill does not expose individual tools with user-facing names.",{"category":33,"check":52,"severity":42,"summary":53},"Minimal I/O surface","This skill operates as a single orchestrator and does not expose a parameter schema or response shape that can be evaluated for minimal I/O.",{"category":55,"check":56,"severity":24,"summary":57},"License","License usability","The repository includes an Apache 2.0 license file, which is a permissive open-source license.",{"category":59,"check":60,"severity":24,"summary":61},"Maintenance","Commit recency","The repository shows recent commits within the last 3 months, indicating active maintenance.",{"category":59,"check":63,"severity":42,"summary":64},"Dependency Management","No third-party dependencies were detected for this skill's core logic.",{"category":66,"check":67,"severity":42,"summary":68},"Security","Secret Management","The skill does not appear to handle or expose secrets.",{"category":66,"check":70,"severity":24,"summary":71},"Injection","The skill's logic focuses on task analysis and prompt generation, with no indication of loading or executing untrusted third-party data as instructions.",{"category":66,"check":73,"severity":24,"summary":74},"Transitive Supply-Chain Grenades","The skill's workflow is self-contained within the provided logic and does not involve fetching external content or code at runtime.",{"category":66,"check":76,"severity":24,"summary":77},"Sandbox Isolation","The skill orchestrates other agents and does not directly interact with the file system or external resources in a way that would violate sandbox isolation.",{"category":66,"check":79,"severity":24,"summary":80},"Sandbox escape primitives","No detached process spawns or deny-retry loops were identified in the skill's logic.",{"category":66,"check":82,"severity":24,"summary":83},"Data Exfiltration","The skill's purpose is to orchestrate problem-solving and does not involve reading or submitting confidential data to third parties.",{"category":66,"check":85,"severity":24,"summary":86},"Hidden Text Tricks","The bundled content is free of hidden-steering tricks, and descriptions use standard characters.",{"category":88,"check":89,"severity":24,"summary":90},"Hooks","Opaque code execution","The skill's logic is presented in clear, readable markdown and does not involve obfuscated code or runtime script fetching.",{"category":92,"check":93,"severity":24,"summary":94},"Portability","Structural Assumption","The skill makes no assumptions about the user's project structure, operating solely on the provided task description.",{"category":96,"check":97,"severity":98,"summary":99},"Trust","Issues Attention","info","In the last 90 days, 6 issues were opened and 0 were closed, indicating a low issue closure rate and potential maintainer responsiveness concern.",{"category":101,"check":102,"severity":24,"summary":103},"Versioning","Release Management","The repository has a `pushedAt` date indicating recent commits and a `CHANGELOG.md` file, providing versioning signals.",{"category":105,"check":106,"severity":42,"summary":107},"Code Execution","Validation","This check is not applicable as the skill does not directly execute code or handle structured input/output schemas.",{"category":66,"check":109,"severity":24,"summary":110},"Unguarded Destructive Operations","The skill orchestrates problem-solving and does not perform destructive operations like file deletion or system modification.",{"category":105,"check":112,"severity":24,"summary":113},"Error Handling","The skill's workflow is designed with clear steps and expected outcomes, and any potential issues would likely be handled by the underlying agent or framework.",{"category":105,"check":115,"severity":42,"summary":116},"Logging","This skill orchestrates agent behavior and does not perform destructive actions or outbound calls that would require local audit logging.",{"category":118,"check":119,"severity":42,"summary":120},"Compliance","GDPR","The skill's function is to generate solutions and does not operate on personal data.",{"category":118,"check":122,"severity":24,"summary":123},"Target market","No regional or jurisdictional signals were detected, indicating the skill is globally applicable.",{"category":92,"check":125,"severity":24,"summary":126},"Runtime stability","The skill's logic is based on prompt engineering and agent orchestration, making it portable across different runtime environments.",{"category":45,"check":128,"severity":24,"summary":129},"README","A comprehensive README exists and clearly outlines the repository's purpose, structure, and how to use the skills.",{"category":33,"check":131,"severity":42,"summary":132},"Tool surface size","This is a single skill/agent, not a collection of tools, making this check not applicable.",{"category":40,"check":134,"severity":42,"summary":135},"Overlapping near-synonym tools","This skill is a single orchestrator and does not expose multiple tools with overlapping functionality.",{"category":45,"check":137,"severity":24,"summary":138},"Phantom features","All advertised features in the README and SKILL.md appear to have corresponding implementation details or clear descriptions within the provided context.",{"category":140,"check":141,"severity":24,"summary":142},"Install","Installation instruction","Clear installation instructions are provided in the README, including commands to add the marketplace plugin and individual plugins.",{"category":144,"check":145,"severity":42,"summary":146},"Errors","Actionable error messages","The skill orchestrates agent behavior; specific error handling would be within the agents it invokes or the framework itself.",{"category":148,"check":149,"severity":42,"summary":150},"Execution","Pinned dependencies","No third-party dependencies are used directly by this skill's logic.",{"category":33,"check":152,"severity":42,"summary":153},"Dry-run preview","The skill does not perform state-changing operations or send data outward; therefore, a dry-run capability is not applicable.",{"category":155,"check":156,"severity":42,"summary":157},"Protocol","Idempotent retry & timeouts","This skill orchestrates agents and does not directly handle remote calls or state-changing operations requiring idempotency or timeouts.",{"category":118,"check":159,"severity":24,"summary":160},"Telemetry opt-in","No telemetry collection is mentioned or apparent in the skill's description or documentation.",{"category":40,"check":162,"severity":24,"summary":163},"Precise Purpose","The purpose is clearly stated, detailing what the skill does (generate diverse solutions and select the best) and when to use it (architecture, code generation, creative tasks), with explicit non-goals provided.",{"category":40,"check":165,"severity":24,"summary":166},"Concise Frontmatter","The frontmatter in SKILL.md is concise and effectively summarizes the skill's core capability and activation triggers within the recommended character limit.",{"category":45,"check":168,"severity":24,"summary":169},"Concise Body","The SKILL.md body is reasonably concise, outlining the workflow and approach without excessive detail, and delegates deeper material like rubrics to separate files.",{"category":171,"check":172,"severity":24,"summary":173},"Context","Progressive Disclosure","The SKILL.md outlines the workflow and links to separate markdown files for diversification strategies and evaluation rubrics, demonstrating progressive disclosure.",{"category":171,"check":175,"severity":42,"summary":176},"Forked exploration","The skill orchestrates other agents and does not itself engage in deep exploration requiring a forked context.",{"category":22,"check":178,"severity":24,"summary":179},"Usage examples","A clear end-to-end example demonstrates the input prompt, the skill's expected actions, and the structured output, including the winner, scores, and alternatives.",{"category":22,"check":181,"severity":24,"summary":182},"Edge cases","The SKILL.md documents failure modes ('Skip ensemble for:') and lists explicit criteria for when to use and when to skip the skill, addressing limitations.",{"category":105,"check":184,"severity":42,"summary":185},"Tool Fallback","This skill orchestrates agents and does not rely on external MCP servers or tools with fallback mechanisms.",{"category":187,"check":188,"severity":24,"summary":189},"Safety","Halt on unexpected state","The skill's 'When to Use' section implicitly guides the agent to abort or not activate for inappropriate tasks, effectively halting the workflow for unexpected states.",{"category":92,"check":191,"severity":24,"summary":192},"Cross-skill coupling","The skill is self-contained, focusing on its core ensemble solving logic, and lists integrations in its documentation without implying a mandatory dependency on other specific skills.",1778693258126,"This skill orchestrates multiple AI subagents to generate diverse solutions for a given task, evaluates them using a defined rubric, and presents the best option with explanations and alternatives. It aims to improve quality for complex decisions, code generation, and creative tasks.",[196,197,198,199,200],"Generates multiple diverse solutions in parallel","Evaluates solutions using weighted criteria","Selects the best solution with explanation","Provides summaries of alternative approaches","Classifies task types for appropriate diversification",[202,203,204,205],"Skip for simple lookups or syntax questions","Skip for single-cause bug fixes","Skip for file operations or git commands","Skip for deterministic configuration changes",[],[],"3.0.0","4.4.0","To help users make better decisions and improve the quality of outputs by exploring multiple alternatives in parallel and selecting the most optimal solution.","The skill is well-documented, has a clear purpose, and demonstrates production readiness with a robust workflow and good usage examples. The only minor finding is related to issue attention, which is common for open-source projects.",98,"An excellent skill for generating and evaluating diverse solutions, demonstrating high quality and production readiness.",[215,216,217,218,219],"ai-agent","problem-solving","decision-making","code-generation","architecture","global","verified",[223,224,225,226],"Use for architecture decisions with trade-offs","Use for code generation with multiple valid implementations","Use for creative tasks where exploring alternatives improves quality","Use when comparing different approaches to a problem",[228,229,230,231,232],"Analyzes the task to determine if an ensemble approach is valuable","Generates 3 distinct prompts using appropriate diversification strategies","Spawns 3 parallel subagents to develop solutions independently","Evaluates all solutions using weighted criteria","Returns the best solution with explanation and alternatives summary",{"codeQuality":234,"collectedAt":236,"documentation":237,"maintenance":240,"security":246,"testCoverage":248},{"hasLockfile":235},false,1778693228406,{"descriptionLength":238,"readmeSize":239},213,20021,{"closedIssues90d":8,"forks":241,"hasChangelog":242,"openIssues90d":243,"pushedAt":244,"stars":245},73,true,6,1772792065000,574,{"hasNpmPackage":235,"license":247,"smitheryVerified":235},"Apache-2.0",{"hasCi":235,"hasTests":235},{"updatedAt":250},1778693258246,{"basePath":252,"githubOwner":253,"githubRepo":254,"locale":18,"slug":255,"type":256},"engineering-workflow-plugin/skills/ensemble-solving","mhattingpete","claude-skills-marketplace","ensemble-solving","skill",{"_creationTime":258,"_id":259,"community":260,"display":261,"identity":266,"parentExtension":269,"providers":303,"relations":316,"tags":317,"workflow":318},1778693062249.8608,"k17dvh2qvdks0qkgsv471dex4986nwn0",{"reviewCount":8},{"description":262,"installMethods":263,"name":265,"sourceUrl":14},"Skills for software 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documentation, and comprehensive project architecture diagrams","visual-documentation-skills",{"claudeCode":371},"plugin manifest at visual-documentation-plugin/.claude-plugin/plugin.json",[375,376,377,379,381,383,385],{"path":349,"priority":337},{"path":339,"priority":337},{"path":378,"priority":353},"skills/architecture-diagram-creator/SKILL.md",{"path":380,"priority":353},"skills/dashboard-creator/SKILL.md",{"path":382,"priority":353},"skills/flowchart-creator/SKILL.md",{"path":384,"priority":353},"skills/technical-doc-creator/SKILL.md",{"path":386,"priority":353},"skills/timeline-creator/SKILL.md",{"basePath":388,"description":389,"displayName":390,"installMethods":391,"rationale":392,"selectedPaths":393,"source":343,"sourceLanguage":18,"type":268},"productivity-skills-plugin","Productivity and workflow optimization skills for analyzing usage patterns, auditing code, bootstrapping projects, and generating documentation","productivity-skills",{"claudeCode":390},"plugin manifest at productivity-skills-plugin/.claude-plugin/plugin.json",[394,395,396,398,400,402],{"path":349,"priority":337},{"path":339,"priority":337},{"path":397,"priority":353},"skills/code-auditor/SKILL.md",{"path":399,"priority":353},"skills/codebase-documenter/SKILL.md",{"path":401,"priority":353},"skills/conversation-analyzer/SKILL.md",{"path":403,"priority":353},"skills/project-bootstrapper/SKILL.md",{"basePath":405,"description":406,"displayName":407,"installMethods":408,"rationale":409,"selectedPaths":410,"source":343,"sourceLanguage":18,"type":268},"code-operations-plugin","Skills for code manipulation operations including line-based code transfer, bulk refactoring, and file analysis - converted from code-copy-mcp","code-operations-skills",{"claudeCode":407},"plugin manifest at code-operations-plugin/.claude-plugin/plugin.json",[411,412,413,415,417,419],{"path":349,"priority":337},{"path":339,"priority":337},{"path":414,"priority":353},"skills/code-execution/SKILL.md",{"path":416,"priority":353},"skills/code-refactor/SKILL.md",{"path":418,"priority":353},"skills/code-transfer/SKILL.md",{"path":420,"priority":353},"skills/file-operations/SKILL.md",{"basePath":422,"description":423,"displayName":424,"installMethods":425,"rationale":426,"selectedPaths":427,"source":343,"sourceLanguage":18,"type":256},"code-operations-plugin/skills/code-execution","Execute Python code locally with marketplace API access for 90%+ token savings on bulk operations. Activates when user requests bulk operations (10+ files), complex multi-step workflows, iterative processing, or mentions efficiency/performance.","code-execution",{"claudeCode":12},"SKILL.md frontmatter at code-operations-plugin/skills/code-execution/SKILL.md",[428,430,433,435],{"path":429,"priority":337},"SKILL.md",{"path":431,"priority":432},"examples/bulk_refactor.py","low",{"path":434,"priority":432},"examples/codebase_audit.py",{"path":436,"priority":432},"examples/extract_functions.py",{"basePath":438,"description":439,"displayName":440,"installMethods":441,"rationale":442,"selectedPaths":443,"source":343,"sourceLanguage":18,"type":256},"code-operations-plugin/skills/code-refactor","Perform bulk code refactoring operations like renaming variables/functions across files, replacing patterns, and updating API calls. Use when users request renaming identifiers, replacing deprecated code patterns, updating method calls, or making consistent changes across multiple locations.","code-refactor",{"claudeCode":12},"SKILL.md frontmatter at code-operations-plugin/skills/code-refactor/SKILL.md",[444],{"path":429,"priority":337},{"basePath":446,"description":447,"displayName":448,"installMethods":449,"rationale":450,"selectedPaths":451,"source":343,"sourceLanguage":18,"type":256},"code-operations-plugin/skills/code-transfer","Transfer code between files with line-based precision. Use when users request copying code from one location to another, moving functions or classes between files, extracting code blocks, or inserting code at specific line numbers.","code-transfer",{"claudeCode":12},"SKILL.md frontmatter at code-operations-plugin/skills/code-transfer/SKILL.md",[452,453],{"path":429,"priority":337},{"path":454,"priority":432},"scripts/line_insert.py",{"basePath":456,"description":457,"displayName":458,"installMethods":459,"rationale":460,"selectedPaths":461,"source":343,"sourceLanguage":18,"type":256},"code-operations-plugin/skills/file-operations","Analyze files and get detailed metadata including size, line counts, modification times, and content statistics. Use when users request file information, statistics, or analysis without modifying files.","file-operations",{"claudeCode":12},"SKILL.md frontmatter at code-operations-plugin/skills/file-operations/SKILL.md",[462],{"path":429,"priority":337},{"basePath":252,"description":10,"displayName":255,"installMethods":464,"rationale":465,"selectedPaths":466,"source":343,"sourceLanguage":18,"type":256},{"claudeCode":12},"SKILL.md frontmatter at engineering-workflow-plugin/skills/ensemble-solving/SKILL.md",[467,468,470],{"path":429,"priority":337},{"path":469,"priority":353},"references/diversification-strategies.md",{"path":471,"priority":353},"references/evaluation-rubrics.md",{"basePath":473,"description":474,"displayName":475,"installMethods":476,"rationale":477,"selectedPaths":478,"source":343,"sourceLanguage":18,"type":256},"engineering-workflow-plugin/skills/feature-planning","Break down feature requests into detailed, implementable plans with clear tasks. Use when user requests a new feature, enhancement, or complex change.","feature-planning",{"claudeCode":12},"SKILL.md frontmatter at engineering-workflow-plugin/skills/feature-planning/SKILL.md",[479,480],{"path":429,"priority":337},{"path":481,"priority":353},"references/planning-best-practices.md",{"basePath":483,"description":484,"displayName":485,"installMethods":486,"rationale":487,"selectedPaths":488,"source":343,"sourceLanguage":18,"type":256},"engineering-workflow-plugin/skills/git-pushing","Stage, commit, and push git changes with conventional commit messages. Use when user wants to commit and push changes, mentions pushing to remote, or asks to save and push their work. Also activates when user says \"push changes\", \"commit and push\", \"push this\", \"push to github\", or similar git workflow requests.","git-pushing",{"claudeCode":12},"SKILL.md frontmatter at engineering-workflow-plugin/skills/git-pushing/SKILL.md",[489,490],{"path":429,"priority":337},{"path":491,"priority":432},"scripts/smart_commit.sh",{"basePath":493,"description":494,"displayName":495,"installMethods":496,"rationale":497,"selectedPaths":498,"source":343,"sourceLanguage":18,"type":256},"engineering-workflow-plugin/skills/review-implementing","Process and implement code review feedback systematically. Use when user provides reviewer comments, PR feedback, code review notes, or asks to implement suggestions from reviews.","review-implementing",{"claudeCode":12},"SKILL.md frontmatter at engineering-workflow-plugin/skills/review-implementing/SKILL.md",[499],{"path":429,"priority":337},{"basePath":501,"description":502,"displayName":503,"installMethods":504,"rationale":505,"selectedPaths":506,"source":343,"sourceLanguage":18,"type":256},"engineering-workflow-plugin/skills/test-fixing","Run tests and systematically fix all failing tests using smart error grouping. Use when user asks to fix failing tests, mentions test failures, runs test suite and failures occur, or requests to make tests pass.","test-fixing",{"claudeCode":12},"SKILL.md frontmatter at engineering-workflow-plugin/skills/test-fixing/SKILL.md",[507],{"path":429,"priority":337},{"basePath":509,"description":510,"displayName":511,"installMethods":512,"rationale":513,"selectedPaths":514,"source":343,"sourceLanguage":18,"type":256},"productivity-skills-plugin/skills/code-auditor","Performs comprehensive codebase analysis covering architecture, code quality, security, performance, testing, and maintainability. Use when user wants to audit code quality, identify technical debt, find security issues, assess test coverage, or get a codebase health check.","code-auditor",{"claudeCode":12},"SKILL.md frontmatter at productivity-skills-plugin/skills/code-auditor/SKILL.md",[515],{"path":429,"priority":337},{"basePath":517,"description":518,"displayName":519,"installMethods":520,"rationale":521,"selectedPaths":522,"source":343,"sourceLanguage":18,"type":256},"productivity-skills-plugin/skills/codebase-documenter","Generates comprehensive documentation explaining how a codebase works, including architecture, key components, data flow, and development guidelines. Use when user wants to understand unfamiliar code, create onboarding docs, document architecture, or explain how the system works.","codebase-documenter",{"claudeCode":12},"SKILL.md frontmatter at productivity-skills-plugin/skills/codebase-documenter/SKILL.md",[523],{"path":429,"priority":337},{"basePath":525,"description":526,"displayName":527,"installMethods":528,"rationale":529,"selectedPaths":530,"source":343,"sourceLanguage":18,"type":256},"productivity-skills-plugin/skills/conversation-analyzer","Analyzes your Claude Code conversation history to identify patterns, common mistakes, and opportunities for workflow improvement. Use when user wants to understand usage patterns, optimize workflow, identify automation opportunities, or check if they're following best practices.","conversation-analyzer",{"claudeCode":12},"SKILL.md frontmatter at productivity-skills-plugin/skills/conversation-analyzer/SKILL.md",[531,532],{"path":429,"priority":337},{"path":533,"priority":432},"scripts/analyze_history.py",{"basePath":535,"description":536,"displayName":537,"installMethods":538,"rationale":539,"selectedPaths":540,"source":343,"sourceLanguage":18,"type":256},"productivity-skills-plugin/skills/project-bootstrapper","Sets up new projects or improves existing projects with development best practices, tooling, documentation, and workflow automation. Use when user wants to start a new project, improve project structure, add development tooling, or establish professional workflows.","project-bootstrapper",{"claudeCode":12},"SKILL.md frontmatter at productivity-skills-plugin/skills/project-bootstrapper/SKILL.md",[541],{"path":429,"priority":337},{"basePath":543,"description":544,"displayName":545,"installMethods":546,"rationale":547,"selectedPaths":548,"source":343,"sourceLanguage":18,"type":256},"visual-documentation-plugin/skills/architecture-diagram-creator","Create comprehensive HTML architecture diagrams showing data flows, business objectives, features, technical architecture, and deployment. 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Use when users request flowcharts, process diagrams, workflow visualizations, or decision trees.","flowchart-creator",{"claudeCode":12},"SKILL.md frontmatter at visual-documentation-plugin/skills/flowchart-creator/SKILL.md",[578,579,580,582,583],{"path":429,"priority":337},{"path":553,"priority":432},{"path":581,"priority":432},"assets/templates/flowchart_components.html",{"path":568,"priority":353},{"path":570,"priority":353},{"basePath":585,"description":586,"displayName":587,"installMethods":588,"rationale":589,"selectedPaths":590,"source":343,"sourceLanguage":18,"type":256},"visual-documentation-plugin/skills/technical-doc-creator","Create HTML technical documentation with code blocks, API workflows, system architecture diagrams, and syntax highlighting. Use when users request technical documentation, API docs, API references, code examples, or developer documentation.","technical-doc-creator",{"claudeCode":12},"SKILL.md frontmatter at visual-documentation-plugin/skills/technical-doc-creator/SKILL.md",[591,592,593,594],{"path":429,"priority":337},{"path":553,"priority":432},{"path":568,"priority":353},{"path":570,"priority":353},{"basePath":596,"description":597,"displayName":598,"installMethods":599,"rationale":600,"selectedPaths":601,"source":343,"sourceLanguage":18,"type":256},"visual-documentation-plugin/skills/timeline-creator","Create HTML timelines and project roadmaps with Gantt charts, milestones, phase groupings, and progress indicators. 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Understands your application, identifies where memory adds value, and produces an implementation plan with bank config, tag schema, and code.",{"claudeCode":695},"vectorize-io/hindsight","Hindsight Memory Architect","https://github.com/vectorize-io/hindsight",{"basePath":699,"githubOwner":700,"githubRepo":701,"locale":18,"slug":702,"type":256},"skills/hindsight-architect","vectorize-io","hindsight","hindsight-architect",{"evaluate":704,"extract":708},{"promptVersionExtension":208,"promptVersionScoring":209,"score":676,"tags":705,"targetMarket":220,"tier":221},[706,215,707,287,219],"memory","llm",{"commitSha":291,"license":650},{"repoId":710},"kd7etqyey7pjacrkp7wzfh4vts86nq1z",[215,219,287,707,706],{"evaluatedAt":713,"extractAt":714,"updatedAt":713},1778698483229,1778698371743,{"_creationTime":716,"_id":717,"community":718,"display":719,"identity":725,"providers":729,"relations":736,"tags":739,"workflow":740},1778699018122.7996,"k17apfgdyrwbks963pr4srpza186ncmz",{"reviewCount":8},{"description":720,"installMethods":721,"name":723,"sourceUrl":724},"Write and maintain Architecture Decision Records (ADRs) following best practices for technical decision documentation. Use when documenting significant technical decisions, reviewing past architectural choices, or establishing decision processes.",{"claudeCode":722},"wshobson/agents","architecture-decision-records","https://github.com/wshobson/agents",{"basePath":726,"githubOwner":727,"githubRepo":728,"locale":18,"slug":723,"type":256},"plugins/documentation-generation/skills/architecture-decision-records","wshobson","agents",{"evaluate":730,"extract":735},{"promptVersionExtension":208,"promptVersionScoring":209,"score":676,"tags":731,"targetMarket":220,"tier":221},[732,219,217,733,734],"documentation","technical-writing","adr",{"commitSha":291},{"parentExtensionId":737,"repoId":738},"k173f6p49nn608nd37ws1g9hc986m496","kd74de64zj0axtg5b8t7eqqe2x86nske",[734,219,217,732,733],{"evaluatedAt":741,"extractAt":742,"updatedAt":741},1778701248170,1778699018122,{"_creationTime":744,"_id":745,"community":746,"display":747,"identity":753,"providers":756,"relations":764,"tags":767,"workflow":768},1778699514767.176,"k17f4qpem03b53manh7vcdvtr986mmjg",{"reviewCount":8},{"description":748,"installMethods":749,"name":751,"sourceUrl":752},"AI 代理的上下文运行时 — 包含 59 个 MCP 工具、10 种读取模式、95+ 种 shell 模式、支持 18 种语言的 tree-sitter AST。将 LLM 上下文压缩高达 99%。用于读取文件、运行 shell 命令、搜索代码或探索目录。如果不存在，则自动安装。",{"claudeCode":750},"yvgude/lean-ctx","lean-ctx","https://github.com/yvgude/lean-ctx",{"basePath":754,"githubOwner":755,"githubRepo":751,"locale":641,"slug":751,"type":256},"skills/lean-ctx","yvgude",{"evaluate":757,"extract":763},{"promptVersionExtension":208,"promptVersionScoring":209,"score":644,"tags":758,"targetMarket":220,"tier":221},[759,215,760,287,761,762],"context-compression","cli-tools","rust","code-analysis",{"commitSha":291},{"repoId":765,"translatedFrom":766},"kd7dxtfr9j3z54hs3bz0218e1n86may0","k170fxxh22hdspg4vr94whgj1986mpr9",[215,760,762,759,287,761],{"evaluatedAt":769,"extractAt":770,"updatedAt":771},1778699456179,1778699438912,1778699514767,{"_creationTime":773,"_id":774,"community":775,"display":776,"identity":782,"providers":786,"relations":793,"tags":796,"workflow":797},1778696833339.6243,"k174g80xa9zxhydbncvpf0xzy986nvx5",{"reviewCount":8},{"description":777,"installMethods":778,"name":780,"sourceUrl":781},"Delegate complex, long-running tasks to Manus AI agent for autonomous execution. Use when user says 'use manus', 'delegate to manus', 'send to manus', 'have manus do', 'ask manus', 'check manus sessions', or when tasks require deep web research, market analysis, product comparisons, stock analysis, competitive research, document generation, data analysis, or multi-step workflows that benefit from autonomous agent execution with parallel processing.",{"claudeCode":779},"sanjay3290/ai-skills","manus","https://github.com/sanjay3290/ai-skills",{"basePath":783,"githubOwner":784,"githubRepo":785,"locale":18,"slug":780,"type":256},"skills/manus","sanjay3290","ai-skills",{"evaluate":787,"extract":792},{"promptVersionExtension":208,"promptVersionScoring":209,"score":644,"tags":788,"targetMarket":220,"tier":221},[215,789,790,288,791],"autonomous-execution","research","api-integration",{"commitSha":291},{"parentExtensionId":794,"repoId":795},"k17es37z10n1sw6t2m3f0vsydx86mnje","kd71np0fyqg23qg8w2hcfw0h0h86nkn0",[215,791,288,789,790],{"evaluatedAt":798,"extractAt":799,"updatedAt":798},1778697107270,1778696833339]