GitHub
refactoring-03-config-reproducibility
Use when improving run configuration, seeding, and reproducibility for Python research code.
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GitHub
refactoring-07-documentation-usage
Use when documenting Python research code usage, setup, and experiment reproduction.
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GitHub
refactoring-08-experiment-tracking
Use when organizing experiment logs, results, and metadata for Python research code.
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GitHub
refactoring-01-project-structure
Use when refactoring Python research code to improve project structure, modularity, and entrypoints.
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GitHub
refactoring-05-testing-regression
Use when adding tests and regression checks for Python research code.
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GitHub
basic-git-standard-ops
Use for routine git operations in this repo (status, diff, checks, staging, commit, push) and GitHub actions via gh.
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GitHub
refactoring-11-ci-automation
Use when adding minimal CI automation for lint, tests, and type checks in Python research code.
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GitHub
prd-writing
Creates developer-friendly PRDs with dual-format output (human-readable + machine-readable YAML). Use when users want to write a PRD, document feature requirements, create product specs, or turn ideas into stru...
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GitHub
frontend-ui-ux
Designer-turned-developer who crafts stunning UI/UX even without design mockups
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GitHub
debugging-strategies
Master systematic debugging techniques to problem, profiling tools, and root cause analysis to efficiently track down bugs across any codebase or technology stack. Use when investigating bugs, performance issue...
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GitHub
mcp-development
MCPサーバー開発を支援します。プロトコル準拠、Pydanticスキーマ設計、Playwright統合のベストプラクティスを提供します。
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GitHub
code-quality-gate
コード品質基準の完全遵守を保証します。コミット前の品質チェックを自動実行し、エラーがある状態でのコミットを防止します。
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GitHub
doc-updater
コード変更、API変更、新機能追加時にドキュメントを自動更新します。公開APIやインターフェースの変更、新クラス・関数・モジュールの追加、アーキテクチャの重要な変更、ユーザーからの明示的なドキュメント更新依頼時に起動...
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GitHub
issue-reporter
作業進捗をGitHub issueに自動報告します。計画立案時、知見獲得時、問題発覚時にブランチ名からissue番号を抽出し、構造化されたコメントを投稿します。
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GitHub
tdd-workflow
TDDワークフローを強制し、テストファースト開発を支援します。新機能実装時に自動起動し、Red-Green-Refactorサイクルを確実に実行します。
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GitHub
constitution-checker
プロジェクト憲法への準拠を検証します。実装完了時やPR作成時に全Articleをチェックし、違反がないことを確認します。
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GitHub
api-investigator
note.com APIの調査を支援します。mitmproxyとPlaywrightを使用してHTTPトラフィックをキャプチャ・分析し、API動作を解明します。
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GitHub
arbtr-architectural-governance
Check Arbtr for architectural decisions before scaffolding features, adding npm dependencies, refactoring code, or making architectural changes. Use this skill when the user asks to add new features, install li...
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GitHub
commit
Create commit messages following Sentry conventions. Use when committing code changes, writing commit messages, or formatting git history. Follows conventional commits with Sentry-specific issue references.
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GitHub
deslop
Remove AI-generated code slop from a branch. Use when cleaning up AI-generated code, removing unnecessary comments, defensive checks, or type casts. Checks diff against base branch (main/master) and fixes style...
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GitHub
monitor-experiment
Monitor Beaker experiments until completion. Use when the user asks to monitor, check, or track a Beaker experiment.
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GitHub
task-management
Create and manage .task files using AI Framework conventions
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GitHub
phpunit-testing
PHPUnit 12.4+ test writing with behavior-focused patterns and mock objects for IBL5. Use when writing tests, creating test files, or reviewing test quality.
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GitHub
security-audit
Security vulnerability detection and remediation for XSS and SQL injection in IBL5 PHP code. Use when auditing security, fixing vulnerabilities, or reviewing code for security issues.
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