Cria planos estruturados para features, refatorações e investigações. Use quando precisar planejar uma implementação, definir tasks e subtasks, ou organizar o trabalho antes de…
Capture forward-looking idea as a seed for future feature design.
Render PlantUML diagrams to various image formats with theme and styling support
Plasma etching skill for anisotropic nanostructure patterning with selectivity and profile control
Use when managing test state and infrastructure with reusable Playwright fixtures and lifecycle hooks for efficient test setup and teardown.
Knowledge for exporting marketplace items as Cowork-compatible plugin ZIPs for distribution via Claude Desktop private marketplaces
Orchestrates JUCE plugin implementation through stages 1-3 (Foundation, DSP, GUI) using subagent delegation with automatic validation after each stage.
Use when: 产品上线后需要分析用户增长、制定增长策略、诊断产品健康度、优化AARRR各环节 Do NOT use when: 产品未上线、仅需单一指标分析无需全链路
Use when: 需要验证产品优化效果、进行数据驱动的A/B实验决策、评估功能改动的因果影响 Do NOT use when: 改动无法量化测量、样本量不足、不需要严格统计验证
Use when: 项目启动时需要建立敏捷开发流程、设计团队协作机制、规划迭代节奏 Do NOT use when: 团队已有成熟敏捷流程、仅需单一项目管理工具而非流程设计
Use when: 需要设计商业模式画布、规划盈利模式、制定定价策略、设计收入模型 Do NOT use when: 商业模式已确定且已验证、仅需简单定价调整而非全面设计
Use when: 项目进行中出现需求变更、需要评估变更影响范围和风险、记录变更历史 Do NOT use when: 变更极小无需正式评估、变更已有明确决策无需分析
Use when: 有初步需求清单需要细化细节、需明确需求场景和边界条件、需求描述模糊需要结构化 Do NOT use when: 需求已足够详细可直达开发、仅需快速立项无需深入
Use when: 技术方案确定后涉及多部门协作、需要明确协作流程与职责分工、跨团队沟通困难 Do NOT use when: 单一团队独立完成、协作关系已明确无需梳理
Use when: 需要设计产品数据指标、规划数据埋点、建立数据监控体系、进行数据分析和趋势预测 Do NOT use when: 数据指标已明确、仅需简单统计无需指标体系
Use when: 需要做重大战略决策（自研vs外包vs收购）、投资评估、多方案比较选择 Do NOT use when: 决策已由高层确定、决策影响极小无需系统分析
Use when: 开始新产品规划、需要系统化收集需求、验证产品想法真伪、用户提到"我想做一个产品" Do NOT use when: 需求已明确且已验证、仅需执行而非调研
Use when: 需要细化功能实现细节、拆解复杂功能、为开发准备详细任务、功能点需多维度描述 Do NOT use when: 功能已足够简单可直接进入开发、仅需功能列表无需深度拆解
Use when: 需要分析用户反馈和评论、评估用户满意度、收集产品改进建议、进行情感分析 Do NOT use when: 用户反馈数据极少、仅需收集无需分析
Use when: 需要分析用户转化漏斗、诊断流失原因、生成优化建议、提升用户转化率 Do NOT use when: 用户转化路径已非常清晰、仅需单一指标监控无需全链路分析
Use when: 需要制定增长策略、优化增长指标、突破增长瓶颈、设计系统化增长方案 Do NOT use when: 产品仍在验证期未上线、仅需单一渠道优化而非系统方案
Use when: 需要理解用户体验全链路、发现用户痛点与机会点、优化用户转化流程 Do NOT use when: 用户流程已非常清晰、仅需单一功能分析而非全局体验
Use when: 需要了解市场格局与竞争态势、收集行业数据、分析竞品优劣势、评估市场机会 Do NOT use when: 市场已有充分内部调研数据、仅需简单规模估算无需深度分析
Use when: 需要确定第一版产品功能范围、已有需求清单需筛选 MVP 功能、需要确定最小可行产品边界 Do NOT use when: 产品已上线需要完整功能集、仅需梳理需求无需裁剪范围
Use when: 有新需求需要录入跟踪、需求状态需要变更、需要统一管理需求池、需求数量增多需要结构化 Do NOT use when: 需求极少可直接管理、仅需一次性分析无需持续跟踪
Use when: 管理多个产品线需要组合决策、BCG矩阵分析、产品生命周期评估、资源分配 Do NOT use when: 单一产品无需组合管理、产品线已固定无需调整
Use when: 需要明确产品定位、设计商业模式、规划盈利方式、制定定价策略、进行盈利预测 Do NOT use when: 产品定位已明确、仅需执行无需重新定位
Use when: 有多个需求需要排定先后顺序、资源有限需决定先做什么、需求冲突需要客观评分 Do NOT use when: 只有一个需求无需排序、优先级已由上级/业务方明确指定
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?".
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…
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