[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"extension-skill-mshadmanrahman-market-sizing-en":3,"guides-for-mshadmanrahman-market-sizing":506,"similar-k17a3n0gk6mmnqqdtpfxv9hgwd86n1qt-en":507},{"_creationTime":4,"_id":5,"children":6,"community":7,"display":9,"evaluation":15,"identity":243,"isFallback":239,"parentExtension":248,"providers":249,"relations":254,"repo":256,"tags":503,"workflow":504},1778694240519.738,"k17a3n0gk6mmnqqdtpfxv9hgwd86n1qt",[],{"reviewCount":8},0,{"description":10,"installMethods":11,"name":13,"sourceUrl":14},"TAM/SAM/SOM market sizing analysis. Uses web search and research tools to produce a structured analysis with data sources, assumptions, calculations, and confidence ranges. Triggers on: \"calculate TAM\", \"size the market\", \"market opportunity\".\n",{"claudeCode":12},"mshadmanrahman/pm-pilot","market-sizing","https://github.com/mshadmanrahman/pm-pilot",{"_creationTime":16,"_id":17,"extensionId":5,"locale":18,"result":19,"trustSignals":223,"workflow":241},1778694458579.8796,"kn76dpxe616cpjgwwbnnyv4evx86mhhw","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":216,"tier":217,"useCases":218},[21,26,29,32,36,39,44,48,51,54,58,62,65,69,72,75,78,81,84,87,91,95,99,103,107,110,113,116,120,123,126,129,132,135,138,142,146,150,153,157,160,163,166,169,173,176,179,182,185,189],{"category":22,"check":23,"severity":24,"summary":25},"Practical Utility","Problem relevance","pass","The description clearly names the problem of TAM/SAM/SOM market sizing and explicitly states triggers and target use cases.",{"category":22,"check":27,"severity":24,"summary":28},"Unique selling proposition","The skill offers a structured approach to market sizing using specific methodologies (top-down, bottom-up) and data sources, providing value beyond a generic LLM query.",{"category":22,"check":30,"severity":24,"summary":31},"Production readiness","The skill is fully implemented, covering the complete lifecycle of market sizing from definition and research to calculation and validation, with clear output formats.",{"category":33,"check":34,"severity":24,"summary":35},"Scope","Single responsibility principle","The skill is focused solely on market sizing analysis, not bundling unrelated capabilities.",{"category":33,"check":37,"severity":24,"summary":38},"Description quality","The displayed description accurately reflects the skill's capabilities as described in the SKILL.md.",{"category":40,"check":41,"severity":42,"summary":43},"Invocation","Scoped tools","not_applicable","This skill does not expose tools; it operates as a single procedural agent.",{"category":45,"check":46,"severity":24,"summary":47},"Documentation","Configuration & parameter reference","All required and optional input parameters are clearly documented with defaults specified where applicable.",{"category":33,"check":49,"severity":42,"summary":50},"Tool naming","This skill does not expose tools/commands.",{"category":33,"check":52,"severity":24,"summary":53},"Minimal I/O surface","The skill clearly defines required and optional inputs and specifies a structured markdown output format without extraneous data.",{"category":55,"check":56,"severity":24,"summary":57},"License","License usability","The extension is licensed under MIT, a permissive open-source license.",{"category":59,"check":60,"severity":24,"summary":61},"Maintenance","Commit recency","The last commit was on April 18, 2026, which is within the last 3 months.",{"category":59,"check":63,"severity":42,"summary":64},"Dependency Management","The skill does not appear to use any third-party dependencies.",{"category":66,"check":67,"severity":24,"summary":68},"Security","Secret Management","The skill does not handle or expose secrets.",{"category":66,"check":70,"severity":24,"summary":71},"Injection","The skill operates on user-provided descriptions and internal logic, without loading external data as instructions.",{"category":66,"check":73,"severity":24,"summary":74},"Transitive Supply-Chain Grenades","The skill does not fetch remote content or execute code from external sources.",{"category":66,"check":76,"severity":24,"summary":77},"Sandbox Isolation","The skill operates within the Claude Code environment and does not attempt to modify files outside its designated scope.",{"category":66,"check":79,"severity":24,"summary":80},"Sandbox escape primitives","No sandbox escape primitives were detected in the skill's logic.",{"category":66,"check":82,"severity":24,"summary":83},"Data Exfiltration","The skill does not perform any outbound calls or reference confidential data.",{"category":66,"check":85,"severity":24,"summary":86},"Hidden Text Tricks","No hidden text tricks or obfuscation techniques were found in the bundled content.",{"category":88,"check":89,"severity":24,"summary":90},"Hooks","Opaque code execution","The skill logic is written in clear markdown and does not involve opaque code execution methods.",{"category":92,"check":93,"severity":24,"summary":94},"Portability","Structural Assumption","The skill does not make assumptions about the user's project structure outside of the context files it explicitly references.",{"category":96,"check":97,"severity":24,"summary":98},"Trust","Issues Attention","There is 1 open issue and 0 closed issues in the last 90 days, indicating good maintainer engagement.",{"category":100,"check":101,"severity":24,"summary":102},"Versioning","Release Management","The skill has a defined version (1.0.0) in the frontmatter and a CHANGELOG.md.",{"category":104,"check":105,"severity":24,"summary":106},"Code Execution","Validation","Input parameters are clearly defined and described, and the output format is structured markdown, implying validation.",{"category":66,"check":108,"severity":24,"summary":109},"Unguarded Destructive Operations","The skill is analytical and does not perform destructive operations.",{"category":104,"check":111,"severity":24,"summary":112},"Error Handling","The SKILL.md outlines rules for handling data and assumptions, implying error handling for ambiguous states.",{"category":104,"check":114,"severity":42,"summary":115},"Logging","The skill is analytical and does not perform actions that require local audit logging.",{"category":117,"check":118,"severity":24,"summary":119},"Compliance","GDPR","The skill operates on market data and does not inherently process personal data without sanitization.",{"category":117,"check":121,"severity":24,"summary":122},"Target market","The skill is global in scope and does not have regional or jurisdictional limitations.",{"category":92,"check":124,"severity":24,"summary":125},"Runtime stability","The skill is written in markdown and relies on Claude Code's runtime, with no specific OS or shell assumptions.",{"category":45,"check":127,"severity":24,"summary":128},"README","The README file exists and clearly articulates the PM Pilot's purpose and capabilities.",{"category":33,"check":130,"severity":42,"summary":131},"Tool surface size","This is a single-skill extension, not a tool suite.",{"category":40,"check":133,"severity":42,"summary":134},"Overlapping near-synonym tools","This skill does not expose tools.",{"category":45,"check":136,"severity":24,"summary":137},"Phantom features","All features advertised in the README and SKILL.md have corresponding implementation details within the skill.",{"category":139,"check":140,"severity":24,"summary":141},"Install","Installation instruction","The README provides clear installation instructions for various levels of use, including copy-paste examples and specific setup for Claude Code.",{"category":143,"check":144,"severity":24,"summary":145},"Errors","Actionable error messages","The SKILL.md outlines rules for handling ambiguous states and missing data, implying actionable error reporting.",{"category":147,"check":148,"severity":42,"summary":149},"Execution","Pinned dependencies","The skill does not rely on external dependencies.",{"category":33,"check":151,"severity":24,"summary":152},"Dry-run preview","The skill is analytical and does not perform state-changing operations, thus a dry-run is not applicable.",{"category":154,"check":155,"severity":24,"summary":156},"Protocol","Idempotent retry & timeouts","The skill is stateless and operates within the Claude Code runtime, implying adherence to protocol standards.",{"category":117,"check":158,"severity":24,"summary":159},"Telemetry opt-in","The extension does not appear to emit telemetry, thus no opt-in/out concerns arise.",{"category":40,"check":161,"severity":24,"summary":162},"Precise Purpose","The skill clearly defines its purpose (TAM/SAM/SOM market sizing), artifact (market/product), and triggers for activation.",{"category":40,"check":164,"severity":24,"summary":165},"Concise Frontmatter","The frontmatter is concise and clearly states the core capability and triggers for market sizing.",{"category":45,"check":167,"severity":24,"summary":168},"Concise Body","The SKILL.md is well-structured, under 500 lines, and uses progressive disclosure for detailed information.",{"category":170,"check":171,"severity":24,"summary":172},"Context","Progressive Disclosure","The SKILL.md is concise and appropriately links to detailed information like output format and rules.",{"category":170,"check":174,"severity":42,"summary":175},"Forked exploration","This skill performs a defined analysis and does not involve deep exploration requiring context: fork.",{"category":22,"check":177,"severity":24,"summary":178},"Usage examples","The README provides a clear, ready-to-use example invocation for market sizing.",{"category":22,"check":180,"severity":24,"summary":181},"Edge cases","The SKILL.md details rules for handling data, assumptions, and citing numbers, implying robust edge case management.",{"category":104,"check":183,"severity":42,"summary":184},"Tool Fallback","This skill does not rely on external tools like MCP servers.",{"category":186,"check":187,"severity":24,"summary":188},"Safety","Halt on unexpected state","The skill's rules emphasize citing data and calling out assumptions, implying it would halt on unexpected or unverified states.",{"category":92,"check":190,"severity":24,"summary":191},"Cross-skill coupling","The market-sizing skill is self-contained and does not implicitly rely on other skills being loaded.",1778694458478,"This skill performs TAM/SAM/SOM market sizing analysis. It utilizes web search and research tools to generate a structured output that includes data sources, assumptions, calculations, and confidence ranges. The skill can be triggered by specific user phrases related to market opportunity assessment.",[195,196,197,198,199],"Performs TAM, SAM, and SOM market sizing","Utilizes both top-down and bottom-up calculation methods","Requires clear data sources, assumptions, and calculations","Provides confidence assessments and sensitivity analysis","Outputs analysis in a structured markdown format",[201,202,203,204],"Performing deep competitive intelligence beyond market size data.","Providing specific pricing strategies or go-to-market plans.","Conducting user research or persona development.","Generating financial projections beyond market capture estimates.","3.0.0","4.4.0","To provide users with a structured and defensible market sizing analysis, enabling better strategic decision-making for product and business planning.","All checks passed, indicating a high-quality, well-documented, and robust skill.",100,"A comprehensive and well-documented skill for performing market sizing analysis.",[13,212,213,214,215],"tam-sam-som","business-analysis","research","strategy","global","verified",[219,220,221,222],"Use when needing to calculate the total addressable market (TAM) for a new product.","Use when defining the serviceable available market (SAM) for a specific customer segment.","Use when projecting realistic market capture (SOM) for strategic planning.","Use when needing to justify market opportunity data for pitches or business cases.",{"codeQuality":224,"collectedAt":226,"documentation":227,"maintenance":230,"popularity":236,"security":237,"testCoverage":240},{"hasLockfile":225},true,1778694444478,{"descriptionLength":228,"readmeSize":229},244,19143,{"closedIssues90d":8,"forks":231,"hasChangelog":225,"manifestVersion":232,"openIssues90d":233,"pushedAt":234,"stars":235},4,"1.0.0",1,1776549978000,10,{"npmDownloads":8},{"hasNpmPackage":225,"license":238,"smitheryVerified":239},"MIT",false,{"hasCi":239,"hasTests":239},{"updatedAt":242},1778694458579,{"basePath":244,"githubOwner":245,"githubRepo":246,"locale":18,"slug":13,"type":247},"skills/pm-core/market-sizing","mshadmanrahman","pm-pilot","skill",null,{"evaluate":250,"extract":252},{"promptVersionExtension":205,"promptVersionScoring":206,"score":209,"tags":251,"targetMarket":216,"tier":217},[13,212,213,214,215],{"commitSha":253},"HEAD",{"repoId":255},"kd728wqst6vwd95ymycxb97nrx86mnsn",{"_creationTime":257,"_id":255,"identity":258,"providers":259,"workflow":498},1778694234559.4905,{"githubOwner":245,"githubRepo":246,"sourceUrl":14},{"classify":260,"discover":469,"extract":472,"github":473,"npm":497},{"commitSha":253,"extensions":261},[262,272,280,288,296,304,312,320,328,336,344,352,360,368,373,381,389,397,405,413,421,429,437,445,453,461],{"basePath":263,"description":264,"displayName":263,"installMethods":265,"rationale":266,"selectedPaths":267,"source":271,"sourceLanguage":18,"type":247},"configure-pm-pilot","Interactive setup wizard for PM Pilot. Detects MCP tools, sets company name, creates memory template, validates installation.",{"claudeCode":12},"SKILL.md frontmatter at configure-pm-pilot/SKILL.md",[268],{"path":269,"priority":270},"SKILL.md","mandatory","rule",{"basePath":273,"description":274,"displayName":275,"installMethods":276,"rationale":277,"selectedPaths":278,"source":271,"sourceLanguage":18,"type":247},"skills/content/market-research","Competitive analysis and market research with source attribution. Parallel fan-out across web, review sites, and news. Triggers on: \"market research\", \"competitive analysis\", \"competitor comparison\".\n","market-research",{"claudeCode":12},"SKILL.md frontmatter at skills/content/market-research/SKILL.md",[279],{"path":269,"priority":270},{"basePath":281,"description":282,"displayName":283,"installMethods":284,"rationale":285,"selectedPaths":286,"source":271,"sourceLanguage":18,"type":247},"skills/content/writing-style","Voice profile configuration and application for consistent writing. Configure once with 2-3 samples, apply everywhere. Triggers on: \"writing style\", \"voice profile\", \"apply my voice\", writing long-form content.\n","writing-style",{"claudeCode":12},"SKILL.md frontmatter at skills/content/writing-style/SKILL.md",[287],{"path":269,"priority":270},{"basePath":289,"description":290,"displayName":291,"installMethods":292,"rationale":293,"selectedPaths":294,"source":271,"sourceLanguage":18,"type":247},"skills/content/writing-substack","Platform-optimized Substack Notes creation. 500-char limit, hook-driven, engagement-focused. Triggers on: \"write a Substack Note\", \"Substack content\", \"Note ideas\".\n","writing-substack",{"claudeCode":12},"SKILL.md frontmatter at skills/content/writing-substack/SKILL.md",[295],{"path":269,"priority":270},{"basePath":297,"description":298,"displayName":299,"installMethods":300,"rationale":301,"selectedPaths":302,"source":271,"sourceLanguage":18,"type":247},"skills/dev/search-first","Research existing solutions before writing custom code","search-first",{"claudeCode":12},"SKILL.md frontmatter at skills/dev/search-first/SKILL.md",[303],{"path":269,"priority":270},{"basePath":305,"description":306,"displayName":307,"installMethods":308,"rationale":309,"selectedPaths":310,"source":271,"sourceLanguage":18,"type":247},"skills/dev/security-review","Security checklist for code changes with severity classification","security-review",{"claudeCode":12},"SKILL.md frontmatter at skills/dev/security-review/SKILL.md",[311],{"path":269,"priority":270},{"basePath":313,"description":314,"displayName":315,"installMethods":316,"rationale":317,"selectedPaths":318,"source":271,"sourceLanguage":18,"type":247},"skills/dev/tdd-workflow","Test-driven development enforcement with RED-GREEN-IMPROVE cycle","tdd-workflow",{"claudeCode":12},"SKILL.md frontmatter at skills/dev/tdd-workflow/SKILL.md",[319],{"path":269,"priority":270},{"basePath":321,"description":322,"displayName":323,"installMethods":324,"rationale":325,"selectedPaths":326,"source":271,"sourceLanguage":18,"type":247},"skills/dev/verification-loop","Pre-commit verification with lint, type-check, tests, and security scan","verification-loop",{"claudeCode":12},"SKILL.md frontmatter at skills/dev/verification-loop/SKILL.md",[327],{"path":269,"priority":270},{"basePath":329,"description":330,"displayName":331,"installMethods":332,"rationale":333,"selectedPaths":334,"source":271,"sourceLanguage":18,"type":247},"skills/pm-core/ask-company","Enterprise knowledge assistant template. Searches Confluence, Jira, Slack, and internal docs to answer questions about your company. Users customize the company name, MCP sources, and team structure. Triggers on: \"ask [company]\", \"who owns\", \"which team\", \"how does [thing] work\".\n","ask-company",{"claudeCode":12},"SKILL.md frontmatter at skills/pm-core/ask-company/SKILL.md",[335],{"path":269,"priority":270},{"basePath":337,"description":338,"displayName":339,"installMethods":340,"rationale":341,"selectedPaths":342,"source":271,"sourceLanguage":18,"type":247},"skills/pm-core/critique","Pressure-test any document for logic gaps, unsupported assumptions, missing perspectives, and completeness. Works on PRDs, briefs, strategy docs, proposals, and any PM artifact. Triggers on: \"critique this\", \"pressure test\", \"poke holes\", \"review this doc\", \"what am I missing\", \"devil's advocate\".\n","critique",{"claudeCode":12},"SKILL.md frontmatter at skills/pm-core/critique/SKILL.md",[343],{"path":269,"priority":270},{"basePath":345,"description":346,"displayName":347,"installMethods":348,"rationale":349,"selectedPaths":350,"source":271,"sourceLanguage":18,"type":247},"skills/pm-core/deep-context","Cross-channel research on any topic. Searches all connected MCP tools in parallel, then synthesizes into a comprehensive briefing with timeline, status, stakeholders, and sources. Triggers on: \"deep context\", \"tell me everything about\", \"research X\", \"full context on\".\n","deep-context",{"claudeCode":12},"SKILL.md frontmatter at skills/pm-core/deep-context/SKILL.md",[351],{"path":269,"priority":270},{"basePath":353,"description":354,"displayName":355,"installMethods":356,"rationale":357,"selectedPaths":358,"source":271,"sourceLanguage":18,"type":247},"skills/pm-core/dogfood","Systematic web app QA using Playwright browser automation. Tests across viewports, checks navigation flows, form submissions, error states, accessibility basics, and visual consistency. Produces a structured bug report. Triggers on: \"dogfood\", \"QA\", \"find bugs\", \"test this app\".\n","dogfood",{"claudeCode":12},"SKILL.md frontmatter at skills/pm-core/dogfood/SKILL.md",[359],{"path":269,"priority":270},{"basePath":361,"description":362,"displayName":363,"installMethods":364,"rationale":365,"selectedPaths":366,"source":271,"sourceLanguage":18,"type":247},"skills/pm-core/lenny-podcast","Product management advisor drawing from 269+ Lenny's Podcast episodes and established PM frameworks. Searches transcripts for practitioner wisdom on strategy, growth, prioritization, user research, metrics, and product decisions. Triggers on: \"what does Lenny say about\", \"ask lenny\", \"PM advice\", \"product strategy advice\", \"lenny podcast\".\n","lenny-podcast",{"claudeCode":12},"SKILL.md frontmatter at skills/pm-core/lenny-podcast/SKILL.md",[367],{"path":269,"priority":270},{"basePath":244,"description":10,"displayName":13,"installMethods":369,"rationale":370,"selectedPaths":371,"source":271,"sourceLanguage":18,"type":247},{"claudeCode":12},"SKILL.md frontmatter at skills/pm-core/market-sizing/SKILL.md",[372],{"path":269,"priority":270},{"basePath":374,"description":375,"displayName":376,"installMethods":377,"rationale":378,"selectedPaths":379,"source":271,"sourceLanguage":18,"type":247},"skills/pm-core/meeting-prep","Pre-meeting context gathering across all connected systems. Pulls recent interactions, open items, and suggested talking points for any person or topic. Triggers on: \"meeting prep\", \"prep for my meeting\", \"meeting with X\", \"prep for 1:1\".\n","meeting-prep",{"claudeCode":12},"SKILL.md frontmatter at skills/pm-core/meeting-prep/SKILL.md",[380],{"path":269,"priority":270},{"basePath":382,"description":383,"displayName":384,"installMethods":385,"rationale":386,"selectedPaths":387,"source":271,"sourceLanguage":18,"type":247},"skills/pm-core/people-sync","Pulls a Granola meeting transcript and updates people files with per-person intelligence: what they said, what they pushed back on, what they committed to. Compounds over time — each meeting adds a layer. Triggers on: \"sync people\", \"update people from meeting\", \"update stakeholders\", \"/people-sync\".\n","people-sync",{"claudeCode":12},"SKILL.md frontmatter at skills/pm-core/people-sync/SKILL.md",[388],{"path":269,"priority":270},{"basePath":390,"description":391,"displayName":392,"installMethods":393,"rationale":394,"selectedPaths":395,"source":271,"sourceLanguage":18,"type":247},"skills/pm-core/prd","Write product requirements documents at variable depth: one-pager, brief, full PRD, or RFC. Auto-detects depth from context. Reads existing research and context if available. Triggers on: \"write a PRD\", \"product spec\", \"one-pager\", \"RFC\", \"requirements doc\", \"spec for\", \"brief for\".\n","prd",{"claudeCode":12},"SKILL.md frontmatter at skills/pm-core/prd/SKILL.md",[396],{"path":269,"priority":270},{"basePath":398,"description":399,"displayName":400,"installMethods":401,"rationale":402,"selectedPaths":403,"source":271,"sourceLanguage":18,"type":247},"skills/pm-core/prioritize","Feature and initiative prioritization using 7 frameworks (RICE, ICE, WSJF, MoSCoW, Value/Effort, Kano, Weighted Scoring). Auto-detects mode: stack rank, scoring, opportunity assessment, trade-off analysis, or scope cut. Triggers on: \"prioritize\", \"rank these features\", \"RICE score\", \"what should we build next\", \"scope cut\", \"trade-off\".\n","prioritize",{"claudeCode":12},"SKILL.md frontmatter at skills/pm-core/prioritize/SKILL.md",[404],{"path":269,"priority":270},{"basePath":406,"description":407,"displayName":408,"installMethods":409,"rationale":410,"selectedPaths":411,"source":271,"sourceLanguage":18,"type":247},"skills/pm-core/synthesize-interviews","Turn raw user interviews, transcripts, and feedback into structured themes, pain points, and recommendations. Produces both a synthesis report and a standalone pain points document. Triggers on: \"synthesize interviews\", \"interview findings\", \"user research synthesis\", \"what did users say\", \"analyze feedback\".\n","synthesize-interviews",{"claudeCode":12},"SKILL.md frontmatter at skills/pm-core/synthesize-interviews/SKILL.md",[412],{"path":269,"priority":270},{"basePath":414,"description":415,"displayName":416,"installMethods":417,"rationale":418,"selectedPaths":419,"source":271,"sourceLanguage":18,"type":247},"skills/pm-core/weekly-status","Weekly accomplishment report. Pulls from Jira, GitHub, Confluence, and Slack to produce a structured status report with accomplishments, metrics, blockers, and next week plan. Triggers on: \"weekly status\", \"status report\", \"what did I do this week\".\n","weekly-status",{"claudeCode":12},"SKILL.md frontmatter at skills/pm-core/weekly-status/SKILL.md",[420],{"path":269,"priority":270},{"basePath":422,"description":423,"displayName":424,"installMethods":425,"rationale":426,"selectedPaths":427,"source":271,"sourceLanguage":18,"type":247},"skills/productivity/handoff-doc","Create portable handoff document when switching sessions","handoff-doc",{"claudeCode":12},"SKILL.md frontmatter at skills/productivity/handoff-doc/SKILL.md",[428],{"path":269,"priority":270},{"basePath":430,"description":431,"displayName":432,"installMethods":433,"rationale":434,"selectedPaths":435,"source":271,"sourceLanguage":18,"type":247},"skills/productivity/manifest-reader","Read and summarize sub-agent manifest files","manifest-reader",{"claudeCode":12},"SKILL.md frontmatter at skills/productivity/manifest-reader/SKILL.md",[436],{"path":269,"priority":270},{"basePath":438,"description":439,"displayName":440,"installMethods":441,"rationale":442,"selectedPaths":443,"source":271,"sourceLanguage":18,"type":247},"skills/productivity/meta-observer","Track skill performance and emerging patterns","meta-observer",{"claudeCode":12},"SKILL.md frontmatter at skills/productivity/meta-observer/SKILL.md",[444],{"path":269,"priority":270},{"basePath":446,"description":447,"displayName":448,"installMethods":449,"rationale":450,"selectedPaths":451,"source":271,"sourceLanguage":18,"type":247},"skills/productivity/orchestrator","Wave-based parallel task execution with sub-agents","orchestrator",{"claudeCode":12},"SKILL.md frontmatter at skills/productivity/orchestrator/SKILL.md",[452],{"path":269,"priority":270},{"basePath":454,"description":455,"displayName":456,"installMethods":457,"rationale":458,"selectedPaths":459,"source":271,"sourceLanguage":18,"type":247},"skills/productivity/session-init","Lightweight session initialization with context recovery","session-init",{"claudeCode":12},"SKILL.md frontmatter at skills/productivity/session-init/SKILL.md",[460],{"path":269,"priority":270},{"basePath":462,"description":463,"displayName":464,"installMethods":465,"rationale":466,"selectedPaths":467,"source":271,"sourceLanguage":18,"type":247},"skills/productivity/strategic-compact","Monitor context usage and suggest compaction at logical milestones","strategic-compact",{"claudeCode":12},"SKILL.md frontmatter at skills/productivity/strategic-compact/SKILL.md",[468],{"path":269,"priority":270},{"sources":470},[471],"manual",{"npmPackage":246},{"closedIssues90d":8,"description":474,"forks":231,"homepage":475,"license":238,"openIssues90d":233,"pushedAt":234,"readmeSize":229,"stars":235,"topics":476},"Claude Code configured for PMs. Meeting prep, PRDs, stakeholder intel — 25 skills, ready to install.","https://github.com/mshadmanrahman/pm-pilot#readme",[477,478,479,480,481,482,483,484,485,486,487,488,489,490,491,492,493,494,495,496],"ai-agents","ai-toolkit","anthropic","automation","claude-code","cli-tool","code-review","confluence","developer-tools","jira","mcp","open-source","pm-tools","product-management","productivity","skills","slack","tdd","ai-assistant","workflow",{"downloads":8},{"classifiedAt":499,"discoverAt":500,"extractAt":501,"githubAt":501,"npmAt":502,"updatedAt":499},1778694240331,1778694234559,1778694237232,1778694238887,[213,13,214,215,212],{"evaluatedAt":242,"extractAt":505,"updatedAt":242},1778694240519,[],[508,537,567,595,623,651],{"_creationTime":509,"_id":510,"community":511,"display":512,"identity":518,"providers":522,"relations":530,"tags":533,"workflow":534},1778699234184.6135,"k175frmf44tn80mcd6gvw1c1th86ngq9",{"reviewCount":8},{"description":513,"installMethods":514,"name":516,"sourceUrl":517},"Invoke parallel document-specialist agents for external web searches and documentation lookup",{"claudeCode":515},"Yeachan-Heo/oh-my-claudecode","external-context","https://github.com/Yeachan-Heo/oh-my-claudecode",{"basePath":519,"githubOwner":520,"githubRepo":521,"locale":18,"slug":516,"type":247},"skills/external-context","Yeachan-Heo","oh-my-claudecode",{"evaluate":523,"extract":529},{"promptVersionExtension":205,"promptVersionScoring":206,"score":209,"tags":524,"targetMarket":216,"tier":217},[525,526,214,527,528],"search","documentation","information-retrieval","multi-agent",{"commitSha":253},{"parentExtensionId":531,"repoId":532},"k17brg5egdw1jbncj1j4wfv3fh86n639","kd74zv63fryf9prygtq7gf4es986n22y",[526,527,528,214,525],{"evaluatedAt":535,"extractAt":536,"updatedAt":535},1778699449790,1778699234184,{"_creationTime":538,"_id":539,"community":540,"display":541,"identity":547,"providers":552,"relations":560,"tags":563,"workflow":564},1778695116697.199,"k17cex5hqwje7qgvts5evct1d186nd4m",{"reviewCount":8},{"description":542,"installMethods":543,"name":545,"sourceUrl":546},"Records research provenance as a post-task epilogue, scanning conversation history at the end of a coding or research session to extract decisions, experiments, dead ends, claims, heuristics, and pivots, and writing them into the ara/ directory with user-vs-AI provenance tags. Use as a session epilogue — never during execution — to maintain a faithful, auditable trace of how a research project actually evolved.",{"claudeCode":544},"Orchestra-Research/AI-Research-SKILLs","ARA Research Manager","https://github.com/Orchestra-Research/AI-Research-SKILLs",{"basePath":548,"githubOwner":549,"githubRepo":550,"locale":18,"slug":551,"type":247},"22-agent-native-research-artifact/research-manager","Orchestra-Research","AI-Research-SKILLs","research-manager",{"evaluate":553,"extract":559},{"promptVersionExtension":205,"promptVersionScoring":206,"score":209,"tags":554,"targetMarket":216,"tier":217},[214,555,556,557,558],"provenance","knowledge-management","session-logging","ara",{"commitSha":253,"license":238},{"parentExtensionId":561,"repoId":562},"k17155ws9qc0hw7a568bg79sfd86max8","kd70hj1y80mhra5xm5g188j5n586mg18",[558,556,555,214,557],{"evaluatedAt":565,"extractAt":566,"updatedAt":565},1778697541177,1778695116697,{"_creationTime":568,"_id":569,"community":570,"display":571,"identity":577,"providers":581,"relations":589,"tags":591,"workflow":592},1778696113180.8188,"k17c5zp0g9ej845h70sjh0z6rd86n8ta",{"reviewCount":8},{"description":572,"installMethods":573,"name":575,"sourceUrl":576},"Build customer journey maps and service blueprints that visualize the end-to-end user experience including touchpoints, emotions, friction, and underlying systems. Use this skill whenever the user wants to map a customer journey, build a service blueprint, identify friction across an experience, align teams on the user experience, or visualize touchpoints and pain points. Triggers on customer journey, journey map, service blueprint, user journey, experience map, touchpoint analysis, friction map, journey audit, end-to-end experience, customer experience map. Also triggers when the team has departmental views of users but no shared map of what the experience actually feels like.",{"claudeCode":574},"rampstackco/claude-skills","journey-mapping","https://github.com/rampstackco/claude-skills",{"basePath":578,"githubOwner":579,"githubRepo":580,"locale":18,"slug":575,"type":247},"skills/journey-mapping","rampstackco","claude-skills",{"evaluate":582,"extract":588},{"promptVersionExtension":205,"promptVersionScoring":206,"score":209,"tags":583,"targetMarket":216,"tier":217},[584,585,586,214,587],"user-experience","customer-journey","service-blueprint","design-thinking",{"commitSha":253},{"repoId":590},"kd7bebccrrd1xf6w868aggftrd86m86v",[585,587,214,586,584],{"evaluatedAt":593,"extractAt":594,"updatedAt":593},1778697107949,1778696113180,{"_creationTime":596,"_id":597,"community":598,"display":599,"identity":605,"providers":609,"relations":616,"tags":619,"workflow":620},1778696833339.6243,"k174g80xa9zxhydbncvpf0xzy986nvx5",{"reviewCount":8},{"description":600,"installMethods":601,"name":603,"sourceUrl":604},"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":602},"sanjay3290/ai-skills","manus","https://github.com/sanjay3290/ai-skills",{"basePath":606,"githubOwner":607,"githubRepo":608,"locale":18,"slug":603,"type":247},"skills/manus","sanjay3290","ai-skills",{"evaluate":610,"extract":615},{"promptVersionExtension":205,"promptVersionScoring":206,"score":209,"tags":611,"targetMarket":216,"tier":217},[612,613,214,480,614],"ai-agent","autonomous-execution","api-integration",{"commitSha":253},{"parentExtensionId":617,"repoId":618},"k17es37z10n1sw6t2m3f0vsydx86mnje","kd71np0fyqg23qg8w2hcfw0h0h86nkn0",[612,614,480,613,214],{"evaluatedAt":621,"extractAt":622,"updatedAt":621},1778697107270,1778696833339,{"_creationTime":624,"_id":625,"community":626,"display":627,"identity":633,"providers":638,"relations":645,"tags":647,"workflow":648},1778691799740.48,"k170wty24x8dpw3h33f885hj4986nwnc",{"reviewCount":8},{"description":628,"installMethods":629,"name":631,"sourceUrl":632},"Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.). This skill should be used when conducting systematic literature reviews, meta-analyses, research synthesis, or comprehensive literature searches across biomedical, scientific, and technical domains. Creates professionally formatted markdown documents and PDFs with verified citations in multiple citation styles (APA, Nature, Vancouver, etc.).",{"claudeCode":630},"K-Dense-AI/claude-scientific-skills","Literature Review","https://github.com/K-Dense-AI/claude-scientific-skills",{"basePath":634,"githubOwner":635,"githubRepo":636,"locale":18,"slug":637,"type":247},"scientific-skills/literature-review","K-Dense-AI","claude-scientific-skills","literature-review",{"evaluate":639,"extract":644},{"promptVersionExtension":205,"promptVersionScoring":206,"score":209,"tags":640,"targetMarket":216,"tier":217},[637,214,641,526,642,643],"academic","pdf-generation","citation-management",{"commitSha":253,"license":238},{"repoId":646},"kd79rphh5gexy91xmpxc05h5mh86mm9r",[641,643,526,637,642,214],{"evaluatedAt":649,"extractAt":650,"updatedAt":649},1778693072547,1778691799740,{"_creationTime":652,"_id":653,"community":654,"display":655,"identity":661,"providers":666,"relations":673,"tags":675,"workflow":676},1778692636224.9626,"k178ma41gb2rbs6y2wbkwvhes986mcst",{"reviewCount":8},{"description":656,"installMethods":657,"name":659,"sourceUrl":660},"Searches across your Notion workspace, synthesizes findings from multiple pages, and creates comprehensive research documentation saved as new Notion pages. Turns scattered information into structured reports with proper citations and actionable insights.",{"claudeCode":658},"makenotion/notion-cookbook","notion-research-documentation","https://github.com/makenotion/notion-cookbook",{"basePath":662,"githubOwner":663,"githubRepo":664,"locale":18,"slug":665,"type":247},"skills/claude/research-documentation","makenotion","notion-cookbook","research-documentation",{"evaluate":667,"extract":672},{"promptVersionExtension":205,"promptVersionScoring":206,"score":209,"tags":668,"targetMarket":216,"tier":217},[669,526,214,670,671],"notion","synthesis","writing",{"commitSha":253},{"repoId":674},"kd78q5pd468r50e2cfq1g8wqfx86nakb",[526,669,214,670,671],{"evaluatedAt":677,"extractAt":678,"updatedAt":679},1778692697417,1778692636225,1778692763961]