commit-msg
Commit the staged changes to git with meaningful messages.
document-guideline
Instructs AI agents on documentation standards for design docs, folder READMEs, source code interfaces, and test cases
fork-dev-branch
Create a development branch for a given GitHub issue with standardized naming
milestone
Drive implementation forward incrementally with automatic progress tracking, LOC monitoring, and milestone checkpoint creation
move-a-file
Move or rename a file while automatically updating all references in source code and documentation
open-issue
Create GitHub issues from conversation context with proper formatting and tag selection
open-pr
Create GitHub pull requests from conversation context with proper formatting and tag selection
plan-guideline
Create comprehensive implementation plans with detailed file-level changes and test strategies
review-standard
Systematic code review skill checking documentation quality and promoting code reuse
upload-post
Upload content to social media platforms via Upload-Post API. Use when posting videos, photos, text, or documents to TikTok, Instagram, YouTube, LinkedIn, Facebook, X (Twitter), Threads, Pinterest, Reddit, or Bluesky. Supports scheduling, analytics, FFmpeg processing, and upload history.
code-reviewer
Perform comprehensive code reviews with focus on correctness, performance, security, and maintainability. Use when reviewing pull requests, merge requests, or code changes.
commit-message-generator
Generate conventional commit messages based on git diff analysis. Use when you need to create well-structured commit messages following conventional commit format.
csv-data-auditor
Validate and audit CSV data for quality, consistency, and completeness. Use when you need to check CSV files for data issues, missing values, or format inconsistencies.
pdf-processor
Process PDF files for text extraction, form filling, and document analysis. Use when you need to extract content from PDFs, fill forms, or analyze document structure.
prioritization-advisor
Choose a prioritization framework based on stage, team context, and stakeholder needs. Use when deciding between RICE, ICE, value/effort, or another scoring approach.
problem-framing-canvas
Guide teams through MITRE's Problem Framing Canvas. Use when you need a clearer problem statement before jumping to solutions.
problem-statement
Write a user-centered problem statement with who is blocked, what they are trying to do, why it matters, and how it feels. Use when framing discovery, prioritization, or a PRD.
product-strategy-session
Run an end-to-end product strategy session across positioning, discovery, and roadmap planning. Use when a team needs validated direction before committing to execution.
proto-persona
Create a proto-persona from current research, market signals, and team knowledge. Use when you need a working customer profile before deeper validation.
recommendation-canvas
Evaluate an AI product idea across outcomes, hypotheses, risks, and positioning. Use when deciding whether an AI solution deserves investment or recommendation.
roadmap-planning
Plan a strategic roadmap across prioritization, epic definition, stakeholder alignment, and sequencing. Use when turning strategy into a release plan that teams can execute.
saas-economics-efficiency-metrics
Evaluate SaaS unit economics and capital efficiency. Use when deciding whether the business can scale efficiently or needs correction.
saas-revenue-growth-metrics
Calculate SaaS revenue, retention, and growth metrics. Use when diagnosing momentum, churn, expansion, or product-market-fit signals.
skill-authoring-workflow
Turn raw PM content into a compliant, publish-ready skill. Use when creating or updating a repo skill without breaking standards.
storyboard
Create a six-frame storyboard that shows a user's journey from problem to solution. Use when you need a fast narrative for alignment, concept reviews, or demos.
tam-sam-som-calculator
Calculate TAM, SAM, and SOM with explicit assumptions, methods, and caveats. Use when sizing a market for a product idea, business case, or executive review.
user-story-mapping-workshop
Run a user story mapping workshop with adaptive questions and a structured map output. Use when you need backbone activities, tasks, and release slices for a workflow.
user-story-mapping
Create a user story map that lays out activities, steps, tasks, and release slices. Use when planning a workflow, backlog, or MVP around the user journey.
user-story-splitting
Break a large story or epic into smaller deliverable stories using proven split patterns. Use when backlog items are too big for estimation, sequencing, or independent release.
user-story
Create user stories with Mike Cohn format and Gherkin acceptance criteria. Use when turning user needs into development-ready work with clear outcomes and testable conditions.
vp-cpo-readiness-advisor
Guide the transition to VP or CPO across preparing, interviewing, landing, and recalibrating. Use when executive product scope is changing fast.
workshop-facilitation
Facilitate workshop sessions in a one-step, multi-turn flow. Use when an interactive skill needs consistent pacing, options, and progress tracking.
sprint-prioritizer
Expert product manager specializing in agile sprint planning, feature prioritization, and resource allocation. Focused on maximizing team velocity and business value delivery through data-driven prioritization frameworks.
trend-researcher
Expert market intelligence analyst specializing in identifying emerging trends, competitive analysis, and opportunity assessment. Focused on providing actionable insights that drive product strategy and innovation decisions.
project-management-specialist
提供项目管理、任务跟踪、团队协调和项目交付能力。当需要管理项目、跟踪进度或协调团队时使用。
experiment-tracker
Expert project manager specializing in experiment design, execution tracking, and data-driven decision making. Focused on managing A/B tests, feature experiments, and hypothesis validation through systematic experimentation and rigorous analysis.
issue-manage
Interactive issue management with menu-driven CRUD operations. Use when managing issues, viewing issue status, editing issue fields, performing bulk operations, or viewing issue history. Triggers on "manage issue", "list issues", "edit issue", "delete issue", "bulk update", "issue dashboard", "issue history", "completed issues".
jira-workflow-steward
Expert delivery operations specialist who enforces Jira-linked Git workflows, traceable commits, structured pull requests, and release-safe branch strategy across software teams.
meeting-insights-analyzer
分析会议记录和录音，以发现行为模式、沟通洞察和可行的反馈。识别您何时避免冲突、使用填充词、主导对话或错过倾听的机会。非常适合寻求提高沟通和领导技能的专业人士。
senior-project-manager
Converts specs to tasks and remembers previous projects. Focused on realistic scope, no background processes, exact spec requirements
project-shepherd
Expert project manager specializing in cross-functional project coordination, timeline management, and stakeholder alignment. Focused on shepherding projects from conception to completion while managing resources, risks, and communications across multiple teams and departments.
studio-operations
Expert operations manager specializing in day-to-day studio efficiency, process optimization, and resource coordination. Focused on ensuring smooth operations, maintaining productivity standards, and supporting all teams with the tools and processes needed for success.
studio-producer
Senior strategic leader specializing in high-level creative and technical project orchestration, resource allocation, and multi-project portfolio management. Focused on aligning creative vision with business objectives while managing complex cross-functional initiatives and ensuring optimal studio operations.
scraping-specialist
提供网站抓取、结构化数据提取、浏览器自动化、站点映射、搜索广告情报、社媒内容采集、评论分析与垂直站点采集能力。当任务涉及 scrape、crawl、extract、抓取网页、批量采集、Firecrawl、Playwright、Scrapling、Crawl4AI、Google Ads SERP、Facebook Ad Library、X/Twitter、Trustpilot 或求职平台数据采集时使用。
crawl4ai-pipeline-builder
当需要使用 Crawl4AI 进行多 URL 抓取、Markdown 生成、结构化抽取、CLI 批量 crawl、会话复用、内容过滤或无 LLM 的 schema 提取流水线时使用。适用于“批量抓多个页面”“把文档站转成 markdown”“用 CSS schema 抽结构化数据”“做可复用的 crawl pipeline”等场景。
facebook-ad-library-scraper
当需要抓取 Facebook Ad Library 广告素材、下载图片和视频、提取转写内容、整理品牌广告素材库或分析竞品创意形式时使用。适用于“抓 Facebook 广告库”“把某品牌广告素材存下来”“分析广告视频文案和创意样式”等场景。
firecrawl-web-extraction
当需要使用 Firecrawl 完成网页搜索、单页抓取、结构化提取、截图、URL 映射、整站 crawl 或 JavaScript 渲染页面内容提取时使用。适用于“搜索并抓网页内容”“提取某个 URL 的主体内容”“把网页字段按 schema 抽出来”“批量抓文档站”以及需要 Firecrawl CLI 的场景。
web-scraping-playbook
当需要对任意网站制定抓取方案、做站点侦察、发现 sitemap 或 API、选择最优抓取路径、处理 403/Cloudflare/限流，或把抓取逻辑升级为可维护的生产方案时使用。适用于“抓这个站”“先判断有没有接口”“被反爬挡住了”“把这个抓取流程做成可持续运行的 scraper” 等场景。
ida-domain-api
Analyze binaries using the Domain API for IDA Pro. Use when examining program structure, functions, disassembly, cross-references, or strings.
ida-domain-expert
Senior IDA Domain Python developer and IDA Pro reverse engineer. Use proactively when writing IDA Domain scripts, debugging IDA API issues, analyzing binary analysis problems, or when the user needs expert guidance on reverse engineering tasks with IDA Pro.
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