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.
ida-domain-scripting
Write and execute Python scripts using the IDA Domain API for reverse engineering. Analyze binaries, extract functions, strings, cross-references, decompile code, work with IDA Pro databases (.i64/.idb). Use when user wants to analyze binaries, reverse engineer executables, or automate IDA Pro tasks.
ida-plugin-development
Develop plugins for IDA Pro in Python, using idiomatic patterns, lessons, and tricks, including the Python Domain API (ida-domain). Use when creating both GUI (Qt) and background plugins for inspecting and rendering things program structure, functions, disassembly, cross-references, and strings.
taiwan-job-platform-scraper
当需要抓取台湾求职平台的职位列表、跨站汇总 104、CakeResume、Yourator 的岗位信息，或按关键词和地点整理职位样本时使用。适用于“搜前端工程师职位”“整理台湾招聘市场样本”“对比多个求职平台结果”等场景。
trustpilot-review-intelligence
当需要抓取 Trustpilot 评论、分析评分分布、提炼正负面主题、生成竞品口碑洞察或为广告与转化文案提供评论情报时使用。适用于“抓某品牌 Trustpilot 评论”“分析差评主题”“导出评论 CSV/JSON”“做口碑竞品研究”等场景，脚本位于 `scripts/tpscraper.js`。
scrapling-web-scraper
当需要使用 Scrapling 按站点特征自动选择抓取方式、绕过 Cloudflare 或 WAF、处理登录态页面、直接解析已有 HTML，或快速生成 Python 抓取脚本时使用。适用于“这个站有 Cloudflare”“要登录后抓取”“给我一个 Scrapling 脚本”“批量抓多个页面并保留会话”等场景。
google-serp-ad-intelligence
当需要抓取 Google 搜索广告、分析竞品广告文案、按关键词和地域观察 Google Ads SERP、做 PPC 竞品情报或零 API 成本的广告页采集时使用。适用于“抓某地区这些关键词的广告”“分析竞品广告怎么写”“查看 Google Ads 版位和附加信息”等场景，执行脚本位于 `scripts/scrape-ads-playwright.cjs`。
x-topic-intelligence
当需要在 X/Twitter 上围绕某个主题收集热门帖子、趋势讨论、KOL 内容、钩子写法、回复驱动内容或社媒情报数据集时使用。适用于内容调研、舆情研究、话题扫描、社媒竞品观察和内容机会分析等场景，优先快速模式，深入采集时再做多轮 DOM 抓取。
structured-web-data-extractor
当需要把网页目录、联系人、校友录、参会者、商家列表、会员名录、公司列表或分页列表页数据提取成 CSV、JSON 或表格时使用。适用于“把这个页面所有记录抓成表格”“抓取登录后的名录”“批量导出目录页数据”“提取滚动加载列表”等场景，优先使用 Playwright MCP。
security-specialist
提供安全审计、风险评估和合规检查能力。当需要进行安全审查、风险评估或合规验证时使用。
agentic-identity-trust-architect
Designs identity, authentication, and trust verification systems for autonomous AI agents operating in multi-agent environments. Ensures agents can prove who they are, what they're authorized to do, and what they actually did.
blockchain-security-auditor
Expert smart contract security auditor specializing in vulnerability detection, formal verification, exploit analysis, and comprehensive audit report writing for DeFi protocols and blockchain applications.
compliance-auditor
Expert technical compliance auditor specializing in SOC 2, ISO 27001, HIPAA, and PCI-DSS audits — from readiness assessment through evidence collection to certification.
identity-graph-operator
Operates a shared identity graph that multiple AI agents resolve against. Ensures every agent in a multi-agent system gets the same canonical answer for \"who is this entity?\" - deterministically, even under concurrent writes.
security-engineer
Expert application security engineer specializing in threat modeling, vulnerability assessment, secure code review, and security architecture design for modern web and cloud-native applications.
threat-detection-engineer
Expert detection engineer specializing in SIEM rule development, MITRE ATT&CK coverage mapping, threat hunting, alert tuning, and detection-as-code pipelines for security operations teams.
testing-specialist
提供测试策略、测试编写、测试执行和测试结果分析能力。当需要编写测试、修复测试或优化测试流程时使用。
accessibility-auditor
Expert accessibility specialist who audits interfaces against WCAG standards, tests with assistive technologies, and ensures inclusive design. Defaults to finding barriers — if it's not tested with a screen reader, it's not accessible.
api-tester
Expert API testing specialist focused on comprehensive API validation, performance testing, and quality assurance across all systems and third-party integrations
evidence-collector
Screenshot-obsessed, fantasy-allergic QA specialist - Default to finding 3-5 issues, requires visual proof for everything
performance-benchmarker
Expert performance testing and optimization specialist focused on measuring, analyzing, and improving system performance across all applications and infrastructure
reality-checker
Stops fantasy approvals, evidence-based certification - Default to \"NEEDS WORK\", requires overwhelming proof for production readiness
test-results-analyzer
Expert test analysis specialist focused on comprehensive test result evaluation, quality metrics analysis, and actionable insight generation from testing activities
tool-evaluator
Expert technology assessment specialist focused on evaluating, testing, and recommending tools, software, and platforms for business use and productivity optimization
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