GitHub
pr-prepare
Prepare pull request descriptions following project template. Activates on: prepare PR, create PR, pull request, ready for PR, draft PR, write PR
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Documentation AI Skills
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GitHub
writing-tests
Guides writing Vitest tests for Chrome extension code. Use when creating tests, improving coverage, or testing Vue components, content scripts, or Chrome APIs.
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GitHub
creating-vue-components
Guides creating Vue 3 components with glass-morphism UI for the anime extension. Use when building UI components, styling with Tailwind, or implementing the design system.
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GitHub
creating-pull-requests
Guides creating GitHub pull requests with proper branch naming, commit messages, and PR descriptions. Use when asked to create a PR, submit changes for review, or push a feature branch.
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GitHub
using-anime-service
Guides using AnimeService for anime tracking operations. Use when implementing anime status checks, episode tracking, plan-to-watch, or hidden anime features.
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GitHub
handling-review-comments
Handles GitHub pull request review comments. Use when asked to fix review comments, address PR feedback, or resolve review threads. Fetches comments via GitHub CLI, fixes issues in code, replies to reviewers, a...
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GitHub
project-context-sync
Maintains synchronized project context for long-running work across sessions. Use when: starting a session (read context), completing significant work (update context), making architectural decisions (document...
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GitHub
dependency-analyzer
ライブラリのEOL状況と互換性要件を確認する。endoflife.dateやnpmからバージョン互換性情報を取得する
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GitHub
package-updater
npm/yarn/pnpm/bunに対応したパッケージ更新を実行する。Node.jsバージョン管理ツール（mise/nvm/asdf）にも対応
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GitHub
library-release-checker
GitHubや公式ドキュメントからライブラリのリリース情報を取得し、破壊的変更・非推奨化・ビルトイン化を特定する
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GitHub
test-runner
lint、test、buildコマンドを実行し、結果を解析する。エラー時は原因分析と修正提案を行う
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GitHub
code-impact-checker
破壊的変更に基づいてプロジェクト内のコードを検索し、影響を受けるファイルと行を特定する。テストカバレッジも確認する
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GitHub
code-migrator
破壊的変更に対応したコード修正を行う。import文の変更、API呼び出しの修正、設定ファイルの更新を実行
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GitHub
reward-shaping-engineering
Master reward function design - potential-based shaping, hacking patterns, validation
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GitHub
prioritizing-improvements
Use when stakeholders pressure you to change technical priorities and you're tempted to compromise on security-first or call it synthesis - enforces risk-based prioritization over stakeholder preferences
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GitHub
exploration-strategies
Master ε-greedy, UCB, curiosity-driven, RND, intrinsic motivation exploration
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GitHub
identifying-technical-debt
Use when cataloging technical debt under time pressure and tempted to explain choices instead of delivering document - enforces execution discipline with scoped delivery patterns for partial catalogs
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GitHub
rl-debugging
Systematic RL debugging - diagnose learning failures, common bugs, diagnosis trees
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GitHub
offline-rl
Master CQL, IQL, BCQ - offline RL from fixed datasets without environment interaction
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GitHub
value-based-methods
Master DQN, Double DQN, Dueling DQN, Rainbow - value-based methods for discrete actions
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GitHub
policy-gradient-methods
Master REINFORCE, PPO, TRPO - direct policy optimization with trust regions
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GitHub
model-based-rl
Master Dyna-Q, MBPO, Dreamer - model-based RL with world models and planning
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GitHub
validating-architecture-analysis
Validate architecture artifacts against contracts and consistency requirements - codifies systematic validation practices with professional reporting
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GitHub
generating-architecture-diagrams
Generate C4 architecture diagrams from subsystem catalogs - codifies abstraction strategies, notation conventions, and selection criteria
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