PMSkill

Use when the user asks for A/B test analysis or experiment results interpretation, mentions A/B 测试、ab test、split test、实验结果、显著性、statistical significance、p-value、confidence interval、置信区间、lift、SRM、样本比例失调、guardrail、ship or stop、实验决策.

Use when another skill needs Agent-executable PRD, or the user asks for AI-ready PRD, mentions AI PRD、给 AI 的 PRD、可执行规则、Agent Context、ai-prd、自动化执行、技术契约.

Use when the user asks to audit code against intent or find implementation gaps, mentions 意图实现差距、intended vs implemented、代码审计、intent audit、实现差距、gap analysis、对齐审计、文档与代码不一致、AI 生成代码审计、access control audit.

Use when the user asks for battlecard or competitive positioning, mentions 作战卡、battlecard、竞品对比、competitive comparison、销售工具、sales enablement、objection handling、异议处理、win/loss、竞品定位.

Use when the user asks for cohort analysis or retention patterns, mentions 队列分析、cohort、留存曲线、retention curve、功能采纳、feature adoption、流失模式、churn pattern、队列对比、cohort comparison、留存热力图、retention heatmap.

Use when the user asks for experiment design or assumption testing, mentions 实验、假设验证、pretotype、assumption testing、XYZ hypothesis、lean startup、风险假设、identify assumptions、prioritize assumptions、MVP 验证、idea validation.

Use when the user asks for go-to-market or launch strategy, mentions GTM、走向市场、beachhead、go-to-market.

Use when the user asks to handoff or continue in another session, mentions 交接、handoff、切换会话、continue later、session handoff、换 agent、接续工作、上下文压缩、compact session、知识转移、knowledge transfer、条件触发、condition-based trigger.

Use when the user asks for a human-readable PRD or review document, mentions Human PRD、给人的 PRD、评审、review、决策理由、human-prd、产品评审会、 stakeholder review、业务方反馈.

Use when the user asks for meeting notes or meeting summary, mentions 会议纪要、meeting notes、meeting summary、会议记录、meeting minutes、会议总结、action items、行动项、会议转录、transcript.

Use when the user asks for OKR or quarterly goals, mentions OKR、目标与关键结果、Objective、Key Results、季度目标、quarterly goals、KR、战略对齐、stretch goals、ambitious goals.

Use when generating PRD from PMContext, or the user mentions 生成PRD、prd、需求文档、产品规格、ai-prd、human-prd、双形态PRD.

Use when preparing for launch, stress-testing a plan, or the user mentions Pre-Mortem、风险分析、risk analysis、上线前、压力测试、Tiger、行动计划、launch readiness.

Use when the user asks for pricing or monetization strategy, mentions 定价、pricing、变现、支付意愿、WTP、价格弹性.

Use when the user asks to prioritize features or backlog, mentions 优先级、prioritize、RICE、ICE、Kano、MoSCoW、WSJF、Opportunity Score、需求排序、backlog 排序、功能优先级、四象限、priority matrix.

Use when the user asks for release notes or test scenarios or backlog, mentions 发布说明、release notes、测试场景、WWA、backlog、发布就绪.

Use when the user asks for retrospective or sprint review, mentions 回顾、retro、retrospective、迭代复盘、sprint review、反思、action items、4Ls、Sailboat、Start Stop Continue、回顾会、复盘.

Use when the user asks for roadmap or outcome transformation, mentions roadmap、路线图、outcome roadmap、成果导向、outcome-focused、output to outcome、战略路线图、strategic roadmap、initiative transformation.

Use when the user asks for sprint planning or iteration planning, mentions 迭代规划、sprint、sprint plan、迭代计划、容量估算、capacity、story selection、依赖、dependencies、sprint goal、velocity、DoR.

Use when the user asks for SQL query or data report, mentions SQL、查询、query、数据库、database、BigQuery、PostgreSQL、MySQL、Snowflake、数据报表、data report、业务问题转查询、natural language to SQL.

Use when preparing for launch, aligning cross-functional teams, or the user mentions 干系人、stakeholder、沟通计划、stakeholder map.

Use when the user asks for user stories or backlog items, mentions 用户故事、user story、backlog、3C、INVEST、验收标准、acceptance criteria、story point、sprint backlog.

Use when the user asks to triage issues or break plan into issues, mentions 分流、triage、issue 分流、问题分流、状态机、needs-triage、ready-for-agent、tracer bullet、垂直切片、vertical slice、拆 issue、break into issues、agent brief、 wontfix.

Use when the user asks for assumption identification or risk mapping, mentions 假设识别、assumption、风险假设、risk assumption、identify assumptions、prioritize assumptions、8 类风险、assumption mapping、risk category.

Use when the user asks for business model or revenue model, mentions 商业模式、business model、BMC、商业模式画布、business model canvas、收入模型、revenue model、如何赚钱、monetization model、key partners、价值主张、客户细分.

Use when materials are needed before refining, or the user mentions 收集材料、collect feedback、扫描项目、调研、meeting notes、raw context、竞品分析、用户反馈、抓取 URL.

Use when the user asks to stress-test or pressure-test PMContext, mentions 质询、压力测试、红队、red team、grill、盘问、挑刺、stress test、challenge assumptions、攻击假设、承重假设、kill criteria、最便宜测试、steelman.

Use when the user asks for brainstorm or ideation, mentions 头脑风暴、brainstorm、ideation、创意、实验方案、experiment ideas、新旧场景、optimize vs explore、方案发散.

Use when the user asks for interview script or user research, mentions 访谈脚本、interview、用户访谈、user research、Mom Test、JTBD 探查、discovery research、客户访谈、qualitative research.

Use when the user asks for market analysis or competitive landscape, mentions 市场分析、TAM、SAM、SOM、竞品分析、market analysis.

Use when the user needs initial north star and metrics framework setup, mentions 北极星指标、north star、NSM、input metric、指标体系、metrics framework、OMTM、核心指标、价值度量、指标星座.

Use when starting a new product requirement, or the user mentions 需求分析、pm-need、产品需求、一键全链路、从想法到PRD、需求梳理、auto discovery.

Use when the user has initial metrics and needs deeper north star refinement, mentions 北极星指标深化、north star、NSM、input metric、指标星座、metrics constellation、健康指标、guardrail metric、OMTM、北极星框架、north star framework.

Use when the user asks for opportunity solution tree or discovery structuring, mentions 机会方案树、OST、opportunity solution tree、Teresa Torres、continuous discovery、机会优先级、方案对比、assumption testing.

Use when the user asks for parallel agent dispatch or concurrent tasks, mentions 并行、parallel、并发、concurrent、多 agent、dispatch agents、subagent、任务分片、task partition、独立性校验.

Use when the user asks for persona or user profile, mentions 用户画像、persona、user profile、用户角色、JTBD persona、人物画像、目标用户、典型用户、user persona、customer persona.

Use when the user asks for macro environment or PESTLE analysis, mentions PESTLE、宏观环境、外部环境分析、macro environment.

Use when the user asks for value proposition or positioning, mentions 价值主张、value proposition、value prop、定位、positioning、定位陈述、positioning statement、差异化、differentiation、JTBD value、为什么选我们.

Use when materials exist and need clarification, or the user wants to sharpen requirements, mentions 推断、refine、澄清、需求梳理、8 维推断、结构化、PMContext、置信度、信息缺口.

Use when the user asks to write or create a new skill, mentions 写 skill、create skill、author skill、新 skill、skill 编写、TDD for skills、RED GREEN REFACTOR、skill development.