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
☆ 0查看技能
编程开发 AI 技能
发现 编程开发 相关 Skills，比较来源仓库和用途，查看适合你工作流的技能说明。
分类目录: 编程开发
编程开发 清除筛选
全部技能
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
☆ 0查看技能
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
☆ 0查看技能
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
☆ 0查看技能
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
☆ 0查看技能
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
☆ 0查看技能
GitHub
reward-shaping-engineering
Master reward function design - potential-based shaping, hacking patterns, validation
☆ 0查看技能
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
☆ 0查看技能
GitHub
exploration-strategies
Master ε-greedy, UCB, curiosity-driven, RND, intrinsic motivation exploration
☆ 0查看技能
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
☆ 0查看技能
GitHub
rl-debugging
Systematic RL debugging - diagnose learning failures, common bugs, diagnosis trees
☆ 0查看技能
GitHub
offline-rl
Master CQL, IQL, BCQ - offline RL from fixed datasets without environment interaction
☆ 0查看技能
GitHub
value-based-methods
Master DQN, Double DQN, Dueling DQN, Rainbow - value-based methods for discrete actions
☆ 0查看技能
GitHub
policy-gradient-methods
Master REINFORCE, PPO, TRPO - direct policy optimization with trust regions
☆ 0查看技能
GitHub
model-based-rl
Master Dyna-Q, MBPO, Dreamer - model-based RL with world models and planning
☆ 0查看技能
GitHub
validating-architecture-analysis
Validate architecture artifacts against contracts and consistency requirements - codifies systematic validation practices with professional reporting
☆ 0查看技能
GitHub
generating-architecture-diagrams
Generate C4 architecture diagrams from subsystem catalogs - codifies abstraction strategies, notation conventions, and selection criteria
☆ 0查看技能
GitHub
using-system-archaeologist
Use when analyzing existing codebases to generate architecture documentation - coordinates subagent-driven exploration with mandatory workspace structure, validation gates, and pressure-resistant workflows
☆ 0查看技能
GitHub
rl-environments
Gym/gymnasium API - custom environments, spaces, wrappers, vectorization, debugging
☆ 0查看技能
GitHub
actor-critic-methods
Master A2C, A3C, SAC, TD3 - actor-critic methods for continuous control
☆ 0查看技能
GitHub
using-deep-rl
Routes to appropriate deep-RL skills based on problem type and algorithm family
☆ 0查看技能
GitHub
assessing-architecture-quality
Use when assessing codebase architecture and you feel pressure to soften critique, lead with strengths, or frame problems diplomatically - provides evidence-based critical assessment resisting relationship and...
☆ 0查看技能
GitHub
multi-agent-rl
Master QMIX, MADDPG, CTDE - multi-agent learning with coordination and credit assignment
☆ 0查看技能
GitHub
analyzing-unknown-codebases
Analyze unfamiliar codebases systematically to produce subsystem catalog entries - emphasizes strict contract compliance and confidence marking
☆ 0查看技能
默认按已收录数据中的 GitHub 仓库 Stars 排序。Stars 属于来源仓库，同一仓库的多个技能可能共享相同数值；它反映仓库关注度，不代表单个技能的安装量或质量评分。