stakeholders-org-design
Use when designing organizational structure (team topologies, Conway's Law alignment), mapping stakeholders by power-interest for change initiatives, defining team interface contracts (APIs, SLAs, decision rights, handoffs), assessing capability maturity (DORA, CMMC, agile maturity models), planning org restructures (functional to product teams, platform teams, shared services), or when user mentions "org design", "team structure", "stakeholder map", "team interfaces", "capability maturity", "Conway's Law", or "RACI".
product-strategy
Master product strategy, market analysis, competitive positioning, and long-term product vision. Define business models and craft go-to-market strategies that drive success.
user-persona-creation
Create detailed user personas based on research and data. Develop realistic representations of target users to guide product decisions and ensure user-centered design.
user-research
User research methods, customer insight gathering, and problem validation for product discovery.
work-intake
Entry point for ALL work requests - triages scope from trivial to massive, asks clarifying questions, and routes to appropriate planning skills. Use this when receiving any new work request.
writing-product-specs
Use when asked to design a new feature or project
writing-user-stories
Use when an agent needs to write user stories for a project
a-share-analysis
Comprehensive China A-share stock analysis covering fundamental analysis, technical analysis, policy impact assessment, and market-specific features (T+1 trading, price limits, northbound capital flow). Use when user asks about A股分析, Chinese mainland stocks, Shanghai/Shenzhen listed stocks, or needs analysis considering China market characteristics.
a-share-screener
Screen and filter A-share stocks based on fundamental metrics, technical indicators, capital flow, and custom criteria. Support multiple screening strategies including value investing, growth investing, momentum trading, and dividend hunting. Use when user wants to find stocks meeting specific criteria like "低PE高ROE股票", "北向资金加仓股", "突破年线的股票".
presentation-builder
Structure compelling presentations with clear narratives and visual suggestions
Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmatically process, generate, or analyze PDF documents at scale.
python-expert
Expert-level Python programming with PEP 8 standards and modern best practices. Use when writing Python code, debugging Python issues, explaining Python concepts, or reviewing Python code.
ai-engineer-expert
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data-science-expert
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ml-expert
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api-design-expert
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fastapi-expert
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graphql-expert
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grpc-expert
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microservices-expert
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cloudflare-expert
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gcp-expert
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airflow-expert
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data-mesh-expert
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databricks-expert
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dbt-expert
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looker-expert
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mongodb-expert
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postgresql-expert
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powerbi-expert
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redis-expert
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snowflake-expert
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sql-expert
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tableau-expert
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design-expert
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ansible-expert
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grafana-expert
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helm-expert
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istio-expert
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kubernetes-expert
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linkerd-expert
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monitoring-expert
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nginx-expert
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performance-expert
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prometheus-expert
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sre-expert
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terraform-expert
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aerospace-expert
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automotive-expert
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farming-expert
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