GitHub
systematic-debugger
Systematic debugging skill for complex issues. Use when encountering bugs, test failures, or unexpected behavior. Enforces explore-plan-debug-fix workflow to prevent premature fixes.
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Business AI Skills
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GitHub
changelog-generator
Automatically generate user-friendly changelogs from git commit history. Use when preparing release notes, documenting changes for stakeholders, or creating app store descriptions.
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GitHub
coord-frontend
Invoke COORD_FRONTEND for UI/UX development and frontend implementation
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GitHub
startupo-lite
RAG-first ORCHESTRATOR startup. Minimal context (~500 tokens), queries RAG on-demand. Token-efficient alternative to startupO.
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GitHub
tamc-excel-scheduling
TAMC Family Medicine Residency Excel-based scheduling. Use when working with AY 25-26 block schedule spreadsheets to assign faculty half-days (C, GME, DFM) and resident half-days, validate constraints, process...
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GitHub
coord-engine
Invoke COORD_ENGINE for scheduling engine work
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GitHub
devcom
Invoke DEVCOM_RESEARCH for deep research, cross-disciplinary analysis, and novel problem solving. Use when exploring cutting-edge concepts or investigating patterns that require theoretical foundation.
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GitHub
claudecode-headless-automating
Claude Code をヘッドレスモード（非対話モード）でスクリプトから呼び出すための実装ガイド。Use PROACTIVELY when creating automation scripts, shell scripts calling claude, headless mode, non-interactive mode, batch...
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GitHub
qa-party
Parallel validation deployment. Spawn 8+ QA agents to run tests, builds, lints, and health checks simultaneously. Zero marginal wall-clock cost.
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GitHub
docker-containerization
Docker development and container orchestration expertise. Use when creating Dockerfiles, docker-compose configurations, debugging container issues, optimizing images, or setting up isolated development environm...
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GitHub
scheduling
Generate resident schedules respecting ACGME rules, institutional policies, and individual preferences. Orchestrates constraint propagation, optimization, and conflict resolution for medical residency program s...
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GitHub
code-quality-monitor
Proactive code health monitoring and quality gate enforcement. Use when validating code changes, reviewing PRs, or ensuring code meets quality standards before merging.
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GitHub
refining-requirements
Clarify ambiguous requirements through structured questioning and produce detailed, implementation-ready specifications. Acts as PdM to identify unclear points and resolve them via AskUserQuestion. Use PROACTIV...
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GitHub
claudecode-rules-organizing
Extract file-type specific rules from CLAUDE.md into .claude/rules/ with dynamic loading via paths. Use PROACTIVELY when CLAUDE.md has file-specific rules (API, frontend, testing) that can benefit from on-deman...
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GitHub
hierarchy
Display PAI agent hierarchy and command structure
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GitHub
test-scenario-framework
Define and run end-to-end test scenarios for medical residency scheduling. Use when validating complex scheduling logic, testing edge cases, verifying ACGME compliance under stress, or running regression scenar...
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GitHub
fixing-transcriptions
とまだの文字起こし・音声入力（Whisper等）の誤変換・誤字脱字を自動修正するスキル。AI駆動開発、Claude Code、MCP、プログラミング用語の誤変換を専門的に修正。「文字起こしを修正」「誤変換を直して」「誤字脱字を修正」...
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GitHub
context-party
Parallel historical context gathering using G-4 CONTEXT. Deploy 6 probes to gather all relevant context before complex work.
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GitHub
changelog-generator
Generate and maintain CHANGELOG.md files following Keep a Changelog format. Use when creating changelogs, documenting releases, or tracking project changes.
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GitHub
orchestration-debugging
Troubleshoot agent & tool failures in scheduling orchestration. Use when MCP tools fail, agent communication breaks, constraint engines error, or database operations timeout. Provides systematic incident respon...
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GitHub
code-review
Review generated code for bugs, security issues, performance, and best practices. Use when reviewing Claude-generated code, checking for vulnerabilities, auditing implementation quality, or validating code chan...
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GitHub
swap-analyzer
Analyze swap compatibility and safety. Use when evaluating proposed schedule swaps to ensure they maintain ACGME compliance and operational coverage.
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GitHub
production-incident-responder
Crisis response skill for production system failures. Integrates with MCP resilience tools to detect, diagnose, and respond to critical system failures. Use when production system shows signs of failure or duri...
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GitHub
test-writer
Test generation expertise for Python (pytest) and TypeScript (Jest). Use when writing new tests, improving coverage, or creating test fixtures. Ensures comprehensive coverage including edge cases, error scenari...
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The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.