pr-prep
PR preparation workflow with git archaeology, test validation, and structured PR body generation. INCLUDES MANDATORY USER REVIEW GATE before submission. Triggers: "prepare PR", "PR prep", "submit PR", "create P...
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PR preparation workflow with git archaeology, test validation, and structured PR body generation. INCLUDES MANDATORY USER REVIEW GATE before submission. Triggers: "prepare PR", "PR prep", "submit PR", "create P...
Investigate suspected bugs with git archaeology and root cause analysis. Triggers: "bug", "broken", "doesn't work", "failing", "investigate bug".
Pre-mortem simulation for specs and designs. Simulates N iterations of implementation to identify failure modes before they happen. Triggers: "pre-mortem", "simulate spec", "stress test spec", "find spec gaps",...
Use when: "monitoring", "observability", "metrics", "tracing", "OpenTelemetry", "alerts", "runbooks", "SLO", "SLI", "dashboards", "Prometheus", "Grafana", "performance", "latency", "throughput", "Core Web Vital...
Strategic contribution planning for open source PRs. Takes pr-research output and produces plan artifact with scope, acceptance criteria, and risk assessment. Triggers: "pr plan", "contribution plan", "plan PR"...
Repository maintenance utilities. Use for "audit docs", "cleanup repo", "check documentation structure", "remove deprecated", "audit workflow", "clean old plans", "check onboarding docs".
Learn from PR outcomes. Analyzes accept/reject patterns and updates pr-prep lessons. Triggers: "pr retro", "learn from PR", "PR outcome", "why was PR rejected", "analyze PR feedback", "update pr lessons".
Scaffold and audit OSS documentation for open source projects. Triggers: "add OSS docs", "create README", "setup contributing", "add changelog", "missing SECURITY.md", "oss documentation", "prepare for open sou...
Execute safe, reproducible Git workflows with MANDATORY semantic commits (feat/fix/docs), auto-injected templates, and git hooks integration
Use when: "API", "backend", "frontend", "fullstack", "mobile", "iOS", "React Native", "Flutter", "deploy", "CI/CD", "Docker", "Kubernetes", "GitHub Actions", "LLM", "RAG", "prompt engineering", "microservices",...
Validate documentation claims against deployment reality. Use when checking if docs accurately describe what's deployed, finding false claims, or auditing doc accuracy. Triggers: "verify docs", "doc audit", "ch...
Parallel execution of multiple issues. Triggers: "run a wave", "parallel implementation", "batch execute", "implement in parallel".
Interactive guidance for setting up Tekton CI on Go operators (kubebuilder). Warns about common friction points: .dockerignore artifacts, private deps, envtest.
Polecat worker lifecycle management. Covers spawning polecats (gt sling), resetting them for reuse, nuking completed workers, and garbage collecting stale branches. For Witness and Mayor roles primarily.
Validate documentation claims against deployment reality. Use when checking if docs accurately describe what's deployed, finding false claims, or auditing doc accuracy. Triggers: "verify docs", "doc audit", "ch...
Tekton pipeline builds for ai-platform services. Triggers on "tekton", "pipeline build", "build image", "tkn pipeline", "pipelinerun".
Comprehensive post-implementation validation. Combines retro (learnings), vibe (code validation), security scanning (Talos), and knowledge extraction into a single unified workflow. Triggers: "post-mortem", "va...
Test feature branches on Vercel preview deployments using Chrome automation and Gmail OTP
Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evidence before as...
Strict test-driven development state machine with red-green-refactor cycles. Enforces test-first development, meaningful failures, minimum implementations, and full verification. Activates when user requests: '...
Run this repo’s Units+Checkpoints research pipelines end-to-end (survey/综述/review/调研/教程/系统综述/审稿), with workspaces + checkpoints. **Trigger**: run pipeline, kickoff, 继续执行, 自动跑, 写一篇, survey/...
Execute exactly one runnable unit from `UNITS.csv` (first TODO whose dependencies are DONE), then update unit status and artifacts. **Trigger**: unit executor, run one unit, next unit, step-by-step pipeline, 逐...
Capture wrong assumptions you made about the codebase. TRIGGER when reality differs from expectation (e.g., "assumed Jest but it's Vitest", "assumed AbstractUseCase exists but found AbstractMemberUseCase", "ass...
Enforce git commit best practices using gitmoji + Conventional Commits format. TRIGGER when creating commits. Ensures quality-gate passes, prevents issue auto-closing (no Close/Fix keywords), includes Co-Author...
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。