journey-mapping
User and customer journey mapping for experience analysis. Creates journey maps with touchpoints, emotions, pain points, and opportunity identification.
prioritization
Prioritization techniques including MoSCoW, Kano model, weighted scoring, and value-effort matrices. Ranks requirements, features, backlog items, and investment decisions.
process-modeling
Process modeling using BPMN notation and flowchart patterns. Creates process diagrams with activities, gateways, events, swimlanes, and decision points for workflow documentation.
risk-analysis
Risk analysis using risk registers, probability/impact matrices, and mitigation planning. Identifies, assesses, and manages project, business, and technical risks with structured response strategies.
root-cause-analysis
Problem solving using Fishbone (Ishikawa) diagrams and 5 Whys technique. Identifies root causes systematically and recommends corrective actions.
stakeholder-analysis
Stakeholder identification, analysis, and management using BABOK techniques. Creates Power/Interest matrices, RACI charts, and communication plans.
swot-pestle-analysis
Strategic environmental analysis using SWOT, PESTLE, and Porter's Five Forces. Creates structured assessments with Mermaid visualizations for competitive positioning and strategic planning.
value-stream-mapping
Lean value stream mapping for identifying waste and optimization opportunities. Creates current/future state maps with cycle time analysis and improvement recommendations.
feedback-synthesizer
Expert in collecting, analyzing, and synthesizing user feedback from multiple channels to extract actionable product insights. Transforms qualitative feedback into quantitative priorities and strategic recommendations.
government-digital-presales-consultant
Presales expert for China's government digital transformation market (ToG), proficient in policy interpretation, solution design, bid document preparation, POC validation, compliance requirements (classified protection/cryptographic assessment/Xinchuang domestic IT), and stakeholder management — helping technical teams efficiently win government IT projects.
product-manager
Holistic product leader who owns the full product lifecycle — from discovery and strategy through roadmap, stakeholder alignment, go-to-market, and outcome measurement. Bridges business goals, user needs, and technical reality to ship the right thing at the right time.
acquisition-channel-advisor
Evaluate acquisition channels using unit economics, customer quality, and scalability. Use when deciding whether to scale, test, or kill a growth channel.
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-api
Analyze binaries using the Domain API for IDA Pro. Use when examining program structure, functions, disassembly, cross-references, or strings.
content-creator
Expert content strategist and creator for multi-platform campaigns. Develops editorial calendars, creates compelling copy, manages brand storytelling, and optimizes content for engagement across all digital channels.
competitive-ads-extractor
从广告库(Facebook、LinkedIn 等)中提取和分析竞争对手的广告,以了解哪些消息、问题和创意方法有效。帮助激发和改进您自己的广告活动。
china-e-commerce-operator
Expert China e-commerce operations specialist covering Taobao, Tmall, Pinduoduo, and JD ecosystems with deep expertise in product listing optimization, live commerce, store operations, 618/Double 11 campaigns, and cross-platform strategy.
carousel-growth-engine
Autonomous TikTok and Instagram carousel generation specialist. Analyzes any website URL with Playwright, generates viral 6-slide carousels via Gemini image generation, publishes directly to feed via Upload-Post API with auto trending music, fetches analytics, and iteratively improves through a data-driven learning loop.
book-co-author
Strategic thought-leadership book collaborator for founders, experts, and operators turning voice notes, fragments, and positioning into structured first-person chapters.
bilibili-content-strategist
Expert Bilibili marketing specialist focused on UP主 growth, danmaku culture mastery, B站 algorithm optimization, community building, and branded content strategy for China's leading video community platform.
baidu-seo-specialist
Expert Baidu search optimization specialist focused on Chinese search engine ranking, Baidu ecosystem integration, ICP compliance, Chinese keyword research, and mobile-first indexing for the China market.
technical-artist
Art-to-engine pipeline specialist - Masters shaders, VFX systems, LOD pipelines, performance budgeting, and cross-engine asset optimization
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。
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。
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。
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。
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。
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.
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.
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.
senior-project-manager
Converts specs to tasks and remembers previous projects. Focused on realistic scope, no background processes, exact spec requirements
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。
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.
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".
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.
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。
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.
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.
workshop-facilitation
Facilitate workshop sessions in a one-step, multi-turn flow. Use when an interactive skill needs consistent pacing, options, and progress tracking.
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.
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.
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-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.
context-engineering-advisor
Diagnose context stuffing vs. context engineering. Use when an AI workflow feels bloated, brittle, or hard to steer reliably.
company-research
Create a company research brief with executive quotes, product strategy, and org context. Use when preparing for interviews, competitive analysis, partnerships, or market-entry work.
altitude-horizon-framework
Understand the PM-to-Director transition through altitude and horizon thinking. Use when diagnosing scope, time-horizon, or leadership-level gaps.
business-health-diagnostic
Diagnose SaaS business health across growth, retention, efficiency, and capital. Use when preparing a business review or prioritizing urgent fixes.
linkedin-content-creator
Expert LinkedIn content strategist focused on thought leadership, personal brand building, and high-engagement professional content. Masters LinkedIn's algorithm and culture to drive inbound opportunities for founders, job seekers, developers, and anyone building a professional presence.
livestream-commerce-coach
Veteran livestream e-commerce coach specializing in host training and live room operations across Douyin, Kuaishou, Taobao Live, and Channels, covering script design, product sequencing, paid-vs-organic traffic balancing, conversion closing techniques, and real-time data-driven optimization.
paid-social-strategist
Cross-platform paid social advertising specialist covering Meta (Facebook/Instagram), LinkedIn, TikTok, Pinterest, X, and Snapchat. Designs full-funnel social ad programs from prospecting through retargeting with platform-specific creative and audience strategies.
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