Triggers: architecture review, FPF, functional programming framework, systems architecture Architecture review using FPF (Functional Programming Framework) methodology. Evaluates codebases through functional, practical, and foundation perspectives. Use when:…
Skills in this repository
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SkillsMP has collected 5,485 skills from majiayu000/claude-skill-registry. Open a skill to review its source and details.
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Triggers: architecture review, FPF, functional programming framework, systems architecture Architecture review using FPF (Functional Programming Framework) methodology. Evaluates codebases through functional, practical, and foundation perspectives. Use when:…
Evaluate Mycelium's own process effectiveness. Measures cycle velocity, discard trends, confidence calibration, gate effectiveness, regression rate. Run quarterly or every 20 cycles.
TRULY FREE research via Exa API - zero Claude tokens. Uses Exa directly, no Gemini CLI wrapper.
FreightClub/ShipStation Shipping Data Analysis v3.0 - Enhanced with Revenue Architect rubrics. Triggers on: "freightclub analysis", "shipping data analysis", "PLD analysis", "shipstation export" Use when: Customer provides shipping data export for rate…
Funnel analysis is the process of tracking user journeys through sequential steps to identify where users drop off and optimize conversion at each stage. Effective funnel analysis helps identify bottl
Map complete funnel from ad to conversion, documenting each step, identifying metrics at each stage, calculating stage-to-stage conversion rates, and highlighting biggest drop-off points. Use for funnel optimization, diagnosing conversion issues, or…
Comprehensive gap analysis framework for identifying missing capabilities, coverage, and requirements. Use for requirements vs implementation gaps, test coverage analysis, documentation gaps, security posture assessment, performance benchmarks, feature parity…
Identify differences between current state and desired future state. Analyze gaps in capabilities, processes, skills, and technology to plan improvements and investments.
Collect and synthesize all daily archives for a given week. Returns aggregated data including wins, insights, people interactions, and completeness status.
Audits the DSA problem bank for coverage gaps and proposes new YAML entries. Use when refreshing the problem bank during update-plugins runs.
Extract and calculate Glasgow Coma Scale (GCS) for ICU patients in MIMIC-IV. Use for neurological assessment, consciousness monitoring, or trauma severity scoring.
Run Gemini deep research to analyze and synthesize web sources into a comprehensive report. Invoked with a research query as argument.
Develop hierarchical classification systems. Creates parent-child categorical structures for content organization.
Perform comprehensive geopolitical research using GDELT data sources and specialized analysis agents. Routes queries to appropriate workflows (conflict analysis, sanctions research, actor mapping, narrative analysis) using the diffusion research loop pattern…
Fetch current and historical crypto prices and compute ATH or ATL over common time windows.
从任意输入源提取结构化综述主题:支持文件(PDF/Word/Markdown/Tex)、文件夹、图片、自然语言描述、网页 URL 等;自动识别输入类型并提取内容;生成"主题+关键词+核心问题"结构化输出,可直接用于 systematic-literature-review 及其他文献综述技能。
Source text: Chinese
当用户明确要求"从文件/图片/网页/描述中提取综述主题"或"生成主题+关键词+核心问题结构化输出"时使用。支持文件(PDF/Word/Markdown/Tex)、文件夹、图片、自然语言描述、网页 URL 等多种输入源,自动识别输入类型并提取内容,生成可直接用于 systematic-literature-review 及其他文献综述技能的结构化输出。
Source text: Chinese
Analyze git repository changes, branch differences, and commit history. Use when analyzing branches, comparing changes, examining commit history, or preparing for PR/commit operations.
Use this skill when you need to understand the historical context and evolution of code changes, trace the origins of specific code patterns, identify key contributors and their expertise areas, or analyze patterns in commit history. This agent excels at…
Analyze GitHub commits, generate PR reviews, calculate contributor leaderboards, and assess code quality. Use when analyzing git commits, reviewing code, generating GitHub activity reports, or tracking developer contributions.
Analyzes GitHub repository data to generate comprehensive research reports about stars, popularity trends, and comparative insights
GitHub Trending 探索与分析。用于发现热门开源项目、技术趋势、开发者偏好,帮助理解技术社区的兴趣走向。
Source text: Chinese
Query gnomAD for population allele frequencies to assess variant rarity. Use when filtering variants by population frequency for rare disease analysis or determining if a variant is common in the general population.
This skill should be used when the user asks to "search Google Scholar", "find academic papers", "scholar search", "lookup papers", "find citations", "academic search", "search for papers by author", "find journal articles", "get BibTeX", "cite this paper",…
Use when creating or updating evidence-based gourmet research outputs for cities (restaurants/cafes/desserts) that require multi-source evidence, standardized scoring, and structured city folders.
Use this skill for comprehensive research tasks requiring deep investigation, multiple source validation, and citation-backed reports. Triggers on keywords like "research", "investigate", "deep dive", "comprehensive analysis", "literature review", or when…
Use when interpreting scientific graphs and charts, explaining data visualizations for research presentations, writing figure captions for publications, or analyzing trends in clinical research data. Converts complex visual data into clear, accurate…
PROACTIVELY query the code graph database to understand relationships and impact of changes. Use this skill WHEN READING any file to understand context, when searching for files, when exploring the codebase, or when you need to understand what depends on a…
Establish ground truth axioms as foundational constraints.
Surface and validate assumptions before committing to action. Pop up, look around, report what's real and what's assumed, then persist the validated ground for future sessions.
Use when preparing Growth KR reports that require orchestrating mapped analytics scripts, parallel subagent analysis, strict source traceability, and a final report that answers mandatory KR questions.
Analyze codebase with parallel mapper agents to produce .planning/codebase/ documents
Analyze codebase with parallel mapper agents to produce structured documentation
Display project statistics — phases, plans, requirements, git metrics, and timeline
Traces decisions and requirements through GSD artifacts. Use when user asks "why did we...", "what happened to...", or mentions decision history.
Gene Set Enrichment Analysis using clusterProfiler gseGO and gseKEGG. Uses a ranked gene list to find coordinated changes in gene sets without requiring arbitrary significance cutoffs. Detects subtle but coordinated expression changes.
Builds and maintains cumulative guidance inventory for a company. Use when collecting historical guidance, updating guidance after earnings, preparing context for prediction/attribution workflows, or when user asks about company outlook, earnings guidance,…
Verify dependency structure and architecture health for SDL3 HammerEngine. Detects circular dependencies, excessive coupling, layer violations, header bloat, and provides dependency graph visualization. Ensures adherence to layered architecture…
View and analyze Hawk evaluation results. Use when the user wants to see eval-set results, check evaluation status, list samples, view transcripts, or analyze agent behavior from a completed evaluation run.