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SkillsMP has collected 5,485 skills from majiayu000/claude-skill-registry. Open a skill to review its source and details.
majiayu000/claude-skill-registryShowing 40 of 5,485 collected skills.
Generate comprehensive ecosystem progress reports showing skills built, efficiency gains, quality metrics, learnings captured, and system evolution. Task-based reporting operations for status reports, efficiency analysis, quality summaries, and evolution…
Executes semantic web search via Exa AI Python CLI. Use when searching for current information, code examples, API documentation, finding similar pages, or generating AI answers with citations. Supports fast/deep/neural search.
Analyze mock data and examples for cultural assumptions, understanding what they communicate about who the product is for. Use when reviewing test data, documentation, or seed data.
Analyze unknown or inherited Excel files to understand what they do, document their purpose, audit formulas for errors, and assess maintainability risk. Use when: (1) User uploads an Excel file asking 'what does this do?', (2) User needs to understand an…
Run thesis experiments from ideation through publication. Use when brainstorming research questions, writing specs, executing experiments, or polishing for thesis.
Use when theoretical calculations need experimental validation, protocols must be designed with clear hypotheses and success criteria, or resource requirements (equipment, materials, expertise) must be estimated for proposed experiments
Use when explaining code, concepts, patterns, or architecture: engineer-grade technical explanations with 3-tier depth control, ASCII diagrams, and execution traces.
Senior-level code explanations with deep technical insights and context
Use when explaining code, technical concepts, or implementation decisions. Provides structured approach to creating clear, understandable explanations tailored to the audience.
Codebase exploration techniques for rapid discovery, architecture analysis, pattern detection, and dependency mapping.
Code exploration strategies for understanding unfamiliar codebases. Use when exploring unknown code, debugging, or analyzing architecture.
Source text: Chinese
Meta-skill for internal codebase exploration at varying depths (quick/deep/architecture)
Find all files relevant to a query with orthogonal exploration for comprehensive coverage. Returns topic-specific overview + file list with line ranges. Uses parallel agents for thorough+ levels to ensure nothing is missed.
Read-only codebase exploration: discovery, structural reading, and emission of architecture/pattern/tooling/dependency summaries. Use to understand existing code, map files, trace function flow, locate symbols, or build pre-implementation context. Defers to…
Meta-skill for internal codebase exploration at varying depths (quick/deep/architecture)
Exploratory data analysis using ydata-profiling. Use when users upload .csv/.xlsx/.json/.parquet files or request "explore data", "analyze dataset", "EDA", "profile data". Generates interactive HTML or JSON reports with statistics, visualizations,…
Analyze the knowledge graph for insights. Use when asked to "analyze connections", "graph report", "show hubs", "find orphans", or "knowledge map".
Parse and document algorithm pseudocode from research papers. Use when preparing for implementation.
Build a codebase knowledge base of business logic, architecture, data flow, and patterns.
Analyze imports and identify all module dependencies. Use when mapping project structure.
Extracts and analyzes HEC-HMS simulation results from DSS files using HmsDss and HmsResults classes. Handles peak flows, hydrographs, volume summaries, and time series data. Leverages ras-commander's RasDss for DSS V6/V7 support. Use when processing HMS…
Extract HEC-RAS hydraulic results from HDF files including water surface elevations (WSE), depths, velocities, and flows for both steady and unsteady simulations. Handles cross section time series, 2D mesh results, maximum envelopes, and dam breach results.…
Fusion/Comparison Thread for architecture decisions. Use when: - User says "compare approaches", "which is better" - User asks to "evaluate options", "architecture decision" - User needs "technology selection", "trade-off analysis" - Multiple valid approaches…
Use when reviewing code changes, auditing documentation accuracy, validating technical claims before merge, or user says "verify claims", "factcheck", "audit documentation", "validate comments", "are these claims accurate".
Comprehensive guide to identifying, analyzing, and documenting failure modes in distributed systems
Product research: market, competitors, personas, validation, pricing. Triggers: market research, competitor analysis.
Researcher role: idea generation (SCAMPER, mind maps), market research, competitor analysis, persona building, pricing research, problem validation, niche evaluation, project naming, trend analysis. 9 research modes.
User research: personas, user interviews, jobs-to-be-done, pain point research.
UX research: user interviews, usability testing, personas, journey maps.
Execute deep research protocols using the Falcon specialized research framework.
Audit all Farmwork systems and update FARMHOUSE.md metrics. Use when user says "open the farm", "audit systems", "check farm status", "update farmhouse", "project health", or asks about the current state of the project.
Analyze exported game files to assess gameplay, model decisions, and likely bugs without raw logs. Use for quick game triage.
Fatigue analysis for offshore structures including S-N curves, rainflow counting, Miner's rule, and DNV standards
Perform fatigue analysis using S-N curves and damage accumulation methods. Supports 221 S-N curves from 17 international standards (DNV, API, BS, ABS, etc.) for marine and offshore structural components.
技術的な実現可能性を検証し、PoCの計画を立てる。ユースケース記述後、DDDモデリングや本格実装の前に技術リスクを洗い出す場合に使用。「技術的に実現できるか確認したい」「PoCを計画したい」「技術リスクを洗い出したい」「不確実性を検証したい」などのリクエストで起動。
Source text: Japanese
You are the architecture analyst for Leavn's complex feature interconnections.
Use when the user asks to investigate, explore, understand, explain, or analyze how an existing feature or logic works. Triggers on keywords like "how does", "explain", "what is the logic", "investigate", "understand", "where is", "trace", "walk through",…
"[Investigation] Use when the user asks to investigate, explore, understand, explain, or analyze how an existing feature or logic works. Triggers on keywords like "how does", "explain", "what is the logic", "investigate", "understand", "where is", "trace",…
"[Investigation] Use when the user asks to investigate, explore, understand, explain, or analyze how an existing feature or logic works. Triggers on keywords like "how does", "explain", "what is the logic", "investigate", "understand", "where is", "trace",…
Analyze skill effectiveness through usage feedback, metrics analysis, and outcome assessment. Task-based operations for feedback collection, effectiveness measurement, trend analysis, and insight extraction. Use when analyzing skill effectiveness, measuring…