浏览 nandkapadia 维护的已发布 AI 技能，比较用途与说明，并通过来源仓库了解安装方式。
已收录技能
10收录技能的仓库 Stars 合计
0仓库 Forks
0平均每个技能的仓库 Stars
0同一仓库中的多个技能可能共享 Stars，合计包含重复仓库数据。
Steenberg-style architecture review for maintainability and replaceability. Use when (1) planning major refactors, (2) designing new modules or systems, (3) reviewing existing architecture, (4) before significa...
Respond to code review feedback with technical rigor. Use when (1) receiving review comments from any model (Codex, Gemini, Claude), (2) synthesizer outputs issues to fix, (3) refactor agent needs to address fi...
Review and update Python documentation to match project standards. Use when (1) writing new code that needs documentation, (2) reviewing existing code for documentation gaps, (3) updating docstrings after code...
Four-phase structured debugging methodology. Use when (1) tests fail unexpectedly, (2) functions produce wrong values, (3) systems show anomalous results, (4) unexpected errors appear, (5) performance regresses...
Enforce evidence-based completion claims with actual command output. Use before (1) claiming tests pass, (2) claiming a bug is fixed, (3) claiming a task completed successfully, (4) claiming performance improve...
Use when reviewing implementation plans for quantitative trading systems before execution - catches data leakage, look-ahead bias, scalability risks, and production pitfalls
Dispatch multiple agents in parallel for independent problems. Use when (1) 3+ test files failing with different root causes, (2) multiple modules broken independently, (3) multiple components need separate fix...
Enforce test-first development with Red-Green-Refactor cycle. Use when (1) implementing new features in production code, (2) fixing bugs (write test that reproduces bug first), (3) refactoring code (ensure test...
Orchestrate implementation through fresh subagents per task with two-stage review (spec compliance then code quality). Use when (1) executing a plan with multiple independent tasks, (2) staying in current sessi...
Use when preparing codebase for production commit, removing dead code, cleaning debug artifacts, auditing security, or performing pre-merge cleanup passes
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。