Openclaw Foundry
The curated AI Agent skill marketplace — 37K+ vetted skills, S/A/B/C ratings, deploy anywhere
North Star Metric
Define a North Star Metric and 3-5 supporting input metrics that form a metrics constellation. Classify the business game (Attention, Transaction, Productivity) and validate against 7 criteria for an effective North Star. Use when choosing a North Star Metric, setting up a metrics framework, learning about the North Star Framework, or deciding what to measure.
Redesign Existing Projects
Use when an existing website or app has generic/tired design and needs
Systematic Debugging
Use when encountering a bug, test failure, crash, or unexpected behavior.
Design Taste Frontend
Use for opinionated UI engineering standards: variance/motion/density
Internal Control Specialist Delivery Review
Delivery Review Workflow
Product Strategy
Create a comprehensive product strategy using the 9-section Product Strategy Canvas — vision, segments, costs, value propositions, trade-offs, metrics, growth, capabilities, and defensibility. Use when building a product strategy, creating a strategic plan, or defining product direction.
Gsap Performance
Official GSAP skill for performance — prefer transforms, avoid layout thrashing, will-change, batching. Use when optimizing GSAP animations, reducing jank, or when the user asks about animation performance, FPS, or smooth 60fps.
Pm Cmd Setup Metrics
Design a product metrics dashboard with North Star metric, input metrics, health metrics, and alert thresholds
Test Driven Development
Use when implementing any feature or bugfix, before writing implementation
Bigdata Processing
Core big data processing toolkit for data teams. Includes Polars, Dask, Vaex for large-scale data processing, ETL pipelines, and distributed computing. Use when working with datasets larger than memory, building data pipelines, or optimizing data processing performance.
Metrics Dashboard
Define and design a product metrics dashboard with key metrics, data sources, visualization types, and alert thresholds. Use when creating a metrics dashboard, defining KPIs, setting up product analytics, or building a data monitoring plan.
Infra Engineer Scope Contract
Scope Contract Workflow
Industry Forces
Perform Five Forces analysis — competitive rivalry, supplier power, buyer power, threat of substitutes, and threat of new entrants. Use when analyzing industry dynamics, assessing competitive forces, or evaluating market attractiveness.
Business Model
Generate a Business Model Canvas with all 9 building blocks. Use when creating a business model, documenting how a business creates value, or analyzing an existing business model.
Ansoff Matrix
Generate an Ansoff Matrix analysis mapping growth strategies across market penetration, market development, product development, and diversification. Use when considering growth options, planning market expansion, or evaluating strategic growth paths.
Swot Analysis
Perform a detailed SWOT analysis — strengths, weaknesses, opportunities, and threats with actionable recommendations. Use when doing strategic assessment, competitive analysis, or evaluating a product or business position.
Ft Internal Audit
Use when: user needs internal control evaluation, process audit, fraud
Ft Compliance Auditor
Use when: risk identification, compliance checking, Golden Tax IV alerts,
Ft Compliance Checklist
Use when: generating compliance checklists, monthly/quarterly/annual
Ft Risk Assessment
Use when: evaluating tax compliance risk, benchmarking financial indicators
Pestle Analysis
Perform a PESTLE analysis covering Political, Economic, Social, Technological, Legal, and Environmental factors. Use when assessing the macro environment, doing strategic planning, or evaluating external factors affecting your business.
Internal Control Specialist Quality Gate
Quality Gate Workflow
Ft Business Analyst
Use when: understanding business scenarios, identifying tax-related
Sql Queries
Generate SQL queries from natural language descriptions. Supports BigQuery, PostgreSQL, MySQL, and other dialects. Reads database schemas from uploaded diagrams or documentation. Use when writing SQL, building data reports, exploring databases, or translating business questions into queries.
Database Designer
Database schema design, migration planning, and RLS policies. Use when: schema design, 'design database', table relationships, row-level security. NOT for: query optimization (use postgresql-best-practices).
Ft Tax Advisor
Use when: tax type determination, tax rate application, tax filing,
Lean Canvas
Use when exploring startup hypotheses, testing business model viability, or comparing venture ideas on a single page. Trigger: user says 'lean canvas', 'business model', 'startup hypothesis', 'one-page business plan', or when validating whether an idea is worth pursuing before building anything.
Bigdata Visualization
Data visualization toolkit for big data teams. Includes Matplotlib, Seaborn, Plotly for static and interactive charts. Use when creating dashboards, reports, or exploring data visually.
Ft Tax Planner
Use when: client needs tax optimization strategy, comparing tax burden
Deep Learning Pipeline
Use when publishing a 深度学习系列 episode (deep-learning topic deep-dive — interview / paper / framework / debate) end-to-end with editorial polish. Pipeline: signature visual style (one per episode, never reuse) → HTML body → dedicated CF Pages subdomain → triple-format screenshot (4K + mobile + WeChat JPEG) → GDrive structured archive. Trigger: 深度学习管线 / learning pipeline / 专题报告 / 系列报告 / 出一期 / 新一期 /…
Bigdata Machine Learning
Machine learning toolkit for big data teams. Includes scikit-learn, PyTorch Lightning, Transformers, SHAP for model training, deployment, and interpretation. Use when building ML pipelines, training models, or explaining predictions.
Value Proposition
Design a detailed value proposition using a 6-part JTBD template — Who, Why, What before, How, What after, Alternatives. Use when creating a value proposition, analyzing customer value delivery, or articulating why customers should choose your product.