vibe-skill

In the author's own words, from each skill's SKILL.md — showing the first 28 of 250 files.

• {domain}-{sub-module}-orchestrator

  Use when executing a complete {sub-module} workflow. {Sub-module} orchestrator dispatching sub-Skills by stage, including {sub-Skill list}. Keywords: {keyword1}, {keyword2}, {keyword3}.

  codex-templates/orchestrator-skill-template/SKILL.md on GitHub (opens in a new tab)

• {domain}-{methodology-name}

  Use when {trigger scenario}. {One-line functional description}. Keywords: {keyword1}, {keyword2}, {keyword3}, {user-language keyword1}, {user-language keyword2}.

  codex-templates/pipeline-skill-template/SKILL.md on GitHub (opens in a new tab)

• pm-00-guide

  当需要产品方法论全流程导航、产品规划或新项目启动路径推荐时使用。根据用户当前阶段和业务意图推荐对应的模块和Skill。关键词：产品方法论、产品流程、产品规划、从0到1、产品全流程、做系统、做平台、做App、做商城、做SaaS、做电商、做社交、做社区、做管理系统、新项目启动、做小程序、做网站、加功能、改需求、优化产品、增长、数据分析。

  pm-skill/pm-00-guide/SKILL.md on GitHub (opens in a new tab)

• acquisition-analysis

  Use when evaluating acquisition channels or optimizing the acquisition funnel. An integrated acquisition analysis pipeline that first analyzes 19 acquisition channel data to calculate channel scale, conversion rate, and ROI, outputting a channel tiering report, then analyzes acquisition funnel data to identify the largest drop-off nodes and automatically generates optimization plans and A/B test…

  .codex/skills/acquisition-analysis/SKILL.md on GitHub (opens in a new tab)

• acquisition-orchestrator

  Use when evaluating acquisition channels or optimizing the acquisition funnel. User acquisition orchestrator dispatching acquisition-analysis, achieving closed loop from channel evaluation to funnel optimization. Keywords: user acquisition, acquisition channels, funnel optimization, channel evaluation, acquisition strategy, acquisition-analysis, user acquisition, acquisition.

  .codex/skills/acquisition-orchestrator/SKILL.md on GitHub (opens in a new tab)

• activation-aha

  Use when identifying and engineering the Aha Moment. An automated Aha Moment engineering pipeline that analyzes retention data and behavioral data, automatically identifies Aha Moment candidates, measures reach rates, identifies shortest paths, and outputs Onboarding optimization recommendations. Keywords: Aha Moment, activation moment, user activation, reach rate, Onboarding optimization, when u…

  .codex/skills/activation-aha/SKILL.md on GitHub (opens in a new tab)

• activation-onboarding

  Use when optimizing the user Onboarding flow. An automated Onboarding optimization pipeline that analyzes Onboarding data and user segments, automatically generates personalized guidance strategies, and designs A/B test plans. Keywords: Onboarding, new user guidance, guidance optimization, personalized guidance, user activation, beginner guidance, quick onboarding, guidance too long.

  .codex/skills/activation-onboarding/SKILL.md on GitHub (opens in a new tab)

• activation-orchestrator

  Use when identifying Aha Moments or designing Onboarding flows. User activation orchestrator dispatching activation-aha/onboarding. Keywords: user activation, Aha Moment, Onboarding, new user onboarding, beginner guidance, activation rate.

  .codex/skills/activation-orchestrator/SKILL.md on GitHub (opens in a new tab)

• agile-daily-sync

  Use when automating the daily standup process. Daily Sync automation, including pre-meeting AI preparation (progress summary, blocker identification, daily work item suggestions), in-meeting human sync, and post-meeting AI processing (records, action items, risk flags), outputting a daily sync report. Keywords: daily standup, Daily Sync, progress sync, blocker tracking, agile daily report, standu…

  .codex/skills/agile-daily-sync/SKILL.md on GitHub (opens in a new tab)

• agile-orchestrator

  Use when managing Sprint cycles or tracking agile execution. Agile execution commander orchestrating agile-sprint-planning, agile-daily-sync, and agile-review sub-skills. agile-review has merged retrospective-auto auto-retrospective capabilities. Keywords: agile execution, Sprint planning, daily standup, Sprint review, agile management, Sprint retrospective, iteration retrospective, agile develop…

  .codex/skills/agile-orchestrator/SKILL.md on GitHub (opens in a new tab)

• agile-review

  Use when automating Sprint reviews and retrospective reports. Integrated Sprint review and retrospective reporting, Step 1 completes Sprint review (deliverable inventory, Demo preparation checklist, feedback collection & classification, data collection, problem identification, improvement suggestion generation), Step 2 generates complete retrospective report (Sprint goal achievement analysis, del…

  .codex/skills/agile-review/SKILL.md on GitHub (opens in a new tab)

• agile-sprint-planning

  Use when planning a Sprint. Sprint Planning automation, transforming Product Backlog into Sprint Backlog, including Sprint Goal suggestions, Story auto-selection, workload estimation, and capacity matching validation, outputting a complete Sprint plan. Keywords: Sprint planning, Sprint plan, iteration planning, Story selection, capacity matching, scheduling, what to do this iteration.

  .codex/skills/agile-sprint-planning/SKILL.md on GitHub (opens in a new tab)

• analysis-anomaly

  Use when automatic detection and attribution of metric anomalies are needed. Automated data analysis engine, AI automatically runs 24/7, responsible for metric health checks, anomaly detection, automatic attribution, and insight push. Outputs a complete anomaly report when metric anomalies are detected. Keywords: anomaly detection, data analysis, automatic attribution, metric monitoring, anomaly…

  .codex/skills/analysis-anomaly/SKILL.md on GitHub (opens in a new tab)

• analysis-funnel

  Use when analyzing user conversion paths is needed. Automated funnel analysis, AI automatically executes full funnel calculation, multi-dimensional drill-down, drop-off node identification, and trend analysis. Keywords: funnel analysis, conversion analysis, drop-off node, conversion rate, user path, where are users dropping off, conversion is too low, users can't complete the flow.

  .codex/skills/analysis-funnel/SKILL.md on GitHub (opens in a new tab)

• analysis-orchestrator

  Use when detecting data anomalies, running funnel analysis, or retention analysis. Data analysis orchestrator dispatching analysis-anomaly/funnel/retention/data-analysis-report. Keywords: data analysis, anomaly detection, funnel analysis, retention analysis, Aha Moment, look at data, poor data, data insights.

  .codex/skills/analysis-orchestrator/SKILL.md on GitHub (opens in a new tab)

• analysis-retention

  Use when analyzing user stickiness and churn risk is needed. Automated retention analysis, AI automatically executes full retention curves, Cohort analysis, Aha Moment search, and churn early warning. Keywords: retention analysis, Cohort analysis, Aha Moment, churn early warning, user stickiness, users aren't coming back, retention is too poor, when do users leave.

  .codex/skills/analysis-retention/SKILL.md on GitHub (opens in a new tab)

• api-design-impl

  Use when API code generation is needed. Generates runnable routes, controllers, services, middleware, and type code from api-design-spec OpenAPI specs and security policies. Built-in PRD alignment, frontend alignment, and code self-review. Keywords: generate API code, write endpoint code, generate routes, generate controller, generate service, API code generation.

  .codex/skills/api-design-impl/SKILL.md on GitHub (opens in a new tab)

• api-design-orchestrator

  Use when designing API interfaces, formulating interface specifications, or designing authentication and authorization schemes. API design commander, orchestrating the complete flow of api-design-spec (design) and api-design-impl (implementation), ensuring API design is secure and compliant, with design outputs reviewed by humans before code generation. Keywords: API design, interface contract, A…

  .codex/skills/api-design-orchestrator/SKILL.md on GitHub (opens in a new tab)

• api-design-spec

  Use when designing API specifications. Produces API design specifications from confirmed data models and service boundaries, designing RESTful/GraphQL interface contracts, security policies, and authentication schemes, generating OpenAPI 3.0 specs. Data-driven contracts, API fields precisely projected from ER model. Built-in compliance check ensures API security and compliance. Keywords: API desi…

  .codex/skills/api-design-spec/SKILL.md on GitHub (opens in a new tab)

• api-integration

  Use when integrating frontend with backend APIs. Auto-generates frontend request layer code from API contracts, including type-safe API clients, request/response interceptors, error handling, and mock data. Keywords: API integration, interface debugging, request layer, API client, frontend-backend integration, connect API, call API.

  .codex/skills/api-integration/SKILL.md on GitHub (opens in a new tab)

• backend-architecture-impl

  Use when generating backend project architecture code. Implements backend architecture code from backend-architecture-spec architecture plans and service designs, generating runnable project architecture code to the project directory. This Skill owns the application entry (app.ts), integrating api-design-impl and data-architecture-impl code outputs. Built-in architecture alignment check and code…

  .codex/skills/backend-architecture-impl/SKILL.md on GitHub (opens in a new tab)

• backend-architecture-orchestrator

  Use when designing backend architecture, selecting architecture patterns, or conducting architecture reviews. Backend architecture commander, orchestrating the complete flow of backend-architecture-spec (design) and backend-architecture-impl (implementation), ensuring backend architecture is reasonable, scalable, and high-quality, with design outputs reviewed by humans before code generation. Key…

  .codex/skills/backend-architecture-orchestrator/SKILL.md on GitHub (opens in a new tab)

• backend-architecture-spec

  Use when designing backend architecture. Produces backend architecture design specifications, automatically evaluating architecture patterns based on business scale, designing service division plans, executing architecture reviews, with built-in ADR and tech debt registration for decision traceability. Architecture constraints first, producing service data ownership and tech stack decisions for d…

  .codex/skills/backend-architecture-spec/SKILL.md on GitHub (opens in a new tab)

• backend-orchestrator

  Use when completing the full backend flow from design to code implementation. Backend full-flow commander, orchestrating the two-phase flow of 'design all first, then implement uniformly': design phase produces specifications in architecture->data->API order, after unified design review, implementation phase generates runnable code in data->API->architecture order. Keywords: backend full flow, ba…

  .codex/skills/backend-orchestrator/SKILL.md on GitHub (opens in a new tab)

• business-model-canvas

  Use when designing or evaluating a product business model. Auto-generates a Business Model Canvas converting exploration insights into a 9-block canvas. Keywords: business model canvas, BMC, value proposition, revenue model, cost structure, monetization, business model梳理.

  .codex/skills/business-model-canvas/SKILL.md on GitHub (opens in a new tab)

• business-orchestrator

  Use when designing or evaluating a product business model. Orchestrates business-model-canvas/value-fit/pricing/strategy-report. Keywords: business model, business canvas, pricing strategy, business strategy report, monetization, revenue model, charging model, business assessment.

  .codex/skills/business-orchestrator/SKILL.md on GitHub (opens in a new tab)

• business-pricing

  Use when creating or optimizing a product pricing strategy. Auto-analyzes pricing with AI-suggested human-approved approach, analyzing competitor pricing, inferring willingness to pay, generating 3 differentiated pricing options. Keywords: pricing strategy, competitor analysis, willingness to pay, package design, unit economics, pricing model.

  .codex/skills/business-pricing/SKILL.md on GitHub (opens in a new tab)

• business-strategy-report

  Use when producing a complete business strategy planning document. Auto-generates business strategy report integrating BMC, SWOT, OKR, roadmap, positioning and stakeholder data with strategic reasoning and execution paths. Keywords: business strategy report, strategic planning, business plan, strategy document, business analysis, strategic planning document.

  .codex/skills/business-strategy-report/SKILL.md on GitHub (opens in a new tab)

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