By killvxk
Generate optimized SQL queries from natural language for BigQuery, PostgreSQL, MySQL, and Snowflake; perform cohort analysis on CSV/Excel user data to compute retention rates, visualize trends, and detect anomalies; evaluate A/B tests with statistical significance, confidence intervals, and launch recommendations.
分析 A/B 测试结果,涵盖统计显著性检验、样本量验证、置信区间计算及上线/延长/停止的决策建议。适用于评估实验结果、判断测试是否达到显著性、解读分流测试数据,或决定是否上线某个实验组。
对用户参与度数据执行同期群分析——留存曲线、功能采用趋势及分层洞察。适用于按同期群分析用户留存、研究功能随时间的采用情况、调查流失规律,或识别参与度趋势。
将自然语言描述转化为 SQL 查询语句。支持 BigQuery、PostgreSQL、MySQL 及其他方言。可从上传的结构图或文档中读取数据库结构。适用于编写 SQL、构建数据报表、探查数据库,或将业务问题转化为查询语句。
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面向产品经理的产品探索技能包:创意构思、实验设计、假设验证、功能优先级排序及用户访谈整理。
面向产品经理的产品策略技能包:产品愿景、策略画布、价值主张、精益画布、商业模式画布(BMC)、SWOT 分析、PESTLE 分析、安索夫矩阵、波特五力模型和变现策略。
产品营销与增长技能包:营销创意、价值主张陈述、北极星指标、产品命名与市场定位。
面向产品经理的市场进入技能包:GTM(市场进入策略)策略、增长循环、GTM 打法、桥头堡细分市场和理想客户画像。
执行与产品管理技能:PRD(产品需求文档)、OKR(目标与关键成果)、路线图、Sprint(冲刺)、事前剖析(Pre-mortem)、干系人地图、用户故事、优先级框架等。
npx claudepluginhub killvxk/pm-skills-zh --plugin pm-data-analyticsPM을 위한 데이터 분석 스킬: SQL 쿼리 생성 및 코호트 분석. 사용자 데이터 분석, 쿼리 생성, 리텐션 패턴 식별.
Data & metrics skills: Data Analysis Standard, Retention Analysis, Product Health Analysis. Structure metric deep-dives, funnel analysis, cohort studies and churn investigations.
Amplitude-powered analytics skills — analyze dashboards, charts, experiments, feedback, and account health with AI.
AI-powered product analytics: ask a business question, get validated findings, publication-quality charts, and a slide deck.
18 production-ready Claude Code skills for Product Managers. Discovery, build, measure, communicate.
Metrics, experimentation, and data-informed product decisions.