Use when: 风险管控完成后准备上线发布、需要制定上线检查清单与回滚方案、正式发版流程 Do NOT use when: 上线流程已标准化且由运维自动化执行、仅需简单发布无需检查清单
Use when: 需要在多个产品间分配研发资源、进行ROI评估、解决资源冲突、团队规划 Do NOT use when: 资源充足无需分配优先级、单产品无需多项目协调
Use when: 需要进行市场调研数据收集、竞品信息采集、行业舆情监控、合规政策检查 Do NOT use when: 已有完整数据无需补充、仅需内部数据分析无需外部信息
Use when: 需要检查super-pm skills健康状态、定期维护审计、验证元数据完整性 Do NOT use when: 正在使用某个功能skill、仅需执行产品管理任务
Use when: 需要与技术团队对接技术方案、评估技术可行性、制定技术架构、评估第三方服务 Do NOT use when: 技术方案已由技术团队确定、仅需功能描述无需技术评估
Convert GitHub issues into structured WorkItems with clear acceptance criteria and scope boundaries.
Specialized skill for 3D point cloud processing and analysis using PCL and Open3D
Report policy-gateway activity — secret/injection blocks and sensitive-op audits — pulled from the lineage ledger. Also scans the working tree for secrets that pre-date the plugin.
Use when entering a monitoring loop for agent completion, when POLL-001 hook denies a sleep+echo command, or when translating waitForCompletion pseudocode into actual polling…
Analyze Polymarket predictions, calculate EV, and monitor markets for trading opportunities
AI-powered genetic variant pathogenicity prediction using PopEVE deep learning model for population-aware disease variant identification and rare disease diagnosis.
Optimize project portfolio selection under constraints using mathematical optimization
Automatická extrakce learnings a knowledge po dokončení úkolů. Reflexe, filtrování, zápis. Buduje knowledge base organicky bez manuální práce.
PR measurement and reporting automation following Barcelona Principles with comprehensive analytics and visualization capabilities
Mise à jour automatique de la description et des labels de PR. Se déclenche avec « mettre à jour la description du PR ».
Monitorar GitHub Actions CI e rastrear até conclusão. Ativa com "status dos checks do PR?", "testes passaram?", "build passou?".
GitHub PR で発生した merge conflict を自動修正するための手順とベストプラクティス。 PR コメントで `@claude` 経由で呼ばれた conflict 解決タスクや、ローカルでの rebase / merge conflict を解決するときに必ず参照する。チェックアウト → merge / rebase → conflict…
Crear PR automáticamente. Se activa con "crear PR", "abrir pull request", "enviar a revisión".
Faz review de Pull Requests analisando segurança, qualidade e aderência a padrões. Use quando precisar revisar PRs, verificar qualidade de código, ou garantir conformidade com…
Follow-up PR review to verify fixes after changes are pushed. Use when re-reviewing a PR after initial review feedback has been addressed.
Scan the current PR for all feedback (review comments, CI failures, linked issues), categorize as "worth fixing" or "not worth fixing", and write a tracking file to pr.md.
PR triage: audit open PRs, deep review selected ones, draft and post review comments. Args: "all" to review all, PR numbers to focus (e.g.
Pull request lifecycle: commit, codex review, sync, review, fix, status, cleanup, and PR mining. Use when user wants to commit changes, get a second-opinion code review from…
M&A precedent transaction analysis skill with deal sourcing and premium analysis
Fuse genomic variants, pathology findings, and clinical context to draft evidence-linked therapy options for tumor board review.
Predictive maintenance scheduling skill using telematics data and historical patterns to maximize fleet uptime
Bring a published CLI from the public library into the internal library so it's identical to a freshly-generated copy — module path reverted, manuscripts placed alongside, ready…
Polish a generated CLI to pass verification and become publish-ready. Runs diagnostics (dogfood, verify, scorecard, go vet), automatically fixes all issues (verify failures, dead…
Run a retrospective after generating a CLI. Identifies systemic improvements to the Printing Press — templates, Go binary, skill instructions, catalog — so the next CLI comes out…
GLAW Privacy & Data-Protection Counsel — papers the data layer and keeps it compliant. Drafts privacy policies, Terms of Service, Data Processing Agreements (DPAs), and…
Analyze randomized algorithms with probability theory tools and concentration inequalities
Process capability analysis skill with Cp, Cpk, Pp, Ppk calculations and specification compliance assessment
Process economics estimation skill for capital costs, operating costs, and profitability analysis
Process accumulated inbox notes through the full pipeline (ingest, enrich, route, connect, link). User-facing orchestrator.
Skill for manufacturing process planning including operation sequencing and work instructions
Production scheduling optimization skill with constraint handling, changeover minimization, and due date management
Generate developer behavioral profile and create Claude-discoverable artifacts — from general/general-misc
Design and implement formative, summative, and developmental evaluations using logic models and mixed methods
Use when a session starts, when the user asks to "continúa", "kickoff", "arranca la siguiente rama", or when you need a fast snapshot of repo state before doing branch work.
Use when the user asks about a specific project or all projects — e.g. 'show me project X', 'project overview', 'what projects do I have', 'project summary
PROMETHEE (Preference Ranking Organization Method for Enrichment Evaluation) skill for outranking-based multi-criteria analysis
App is slow, takes too long to load, freezing, laggy, battery drain, memory leak. iOS performance profiling and optimization — launch time, memory analysis, retain cycles, CPU…
Generates 15-second vertical promo videos for social media from mastered audio. Use after mastering is complete and before release, when the user wants social media content.
Compare up to 3 UK properties side by side — comparable sales, EPC ratings, rental yields, stamp duty, and a relative ranking.
Extract atomic propositions from a math manuscript .tex file into a JSONL structural representation, then run R1-R8 mechanical validation.
Prosthetics and orthotics design optimization skill integrating biomechanical requirements with manufacturing constraints
AI-powered PROTAC (Proteolysis Targeting Chimera) design for targeted protein degradation, integrating ternary complex prediction, linker optimization, and ADMET modeling.
Predicts 3D protein structures from amino acid sequences using ESMFold or AlphaFold3 (mock).
Expert skill for proxy server implementation, configuration, and traffic interception
Geometric deep learning-based polygenic risk score prediction using PRS-Net for modeling gene interactions, enhanced disease prediction, and cross-ancestry portability.
Guided setup for the user-level project registry at `~/.pstack/config.json`. Walks any user (tech or non-tech) through registering a repo + GitHub Project + per-Project defaults,…
Append a failed-approach entry to docs/anti-patterns.md. Invoked manually or prompted by /pstack-pr. Use when asked to "log anti-pattern", "/pstack-anti-pattern", "this approach…
Reviewer-side AI brief on a PR. Summarizes the change, flags risk areas, matches against anti-patterns. Reduces reviewer context-load cost.
Programmatic alignment audit for pstack-managed repos. Greps the repo for known-stale vocabulary, dropped invocations (gstack, codex), and posture references that drifted from the…
Create or update a domain doc. Domains are the long-lived layer above features. Use when asked to "create a domain", "update a domain", "/pstack-domain", or "new product surface".
Scaffold pstack content into a project: docs/ folder structure, CLAUDE.md rendered from template, anti-patterns.md, and a .pstack-version marker. Detects monorepo vs single-app.
File a single GitHub issue with shape selector mapped to existing issue templates. Uses GitHub MCP — runs from Claude Desktop or Claude Code without `gh` CLI or a local repo…
Wrap gstack `/office-hours` and post the result to the project's pinned Vision GitHub Issue via GitHub MCP.
End-of-implementation review and PR creation. Enforces conventional commits, orchestrates the full review gauntlet (gstack /review, /codex review + challenge, optional /qa and…
Detects the user's installed pstack version vs the latest marketplace version, prints CHANGELOG/release notes for the gap, runs versioned on-disk migrations, and tells the user…