openclaw-foundry

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Delivery Review Workflow

Quality Gate Workflow

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Delivery Review Workflow

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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.

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.

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.

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).

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.

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.

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Design a product metrics dashboard with North Star metric, input metrics, health metrics, and alert thresholds

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.

Delivery Review Workflow

Quality Gate Workflow

Scope Contract Workflow

Delivery Review Workflow

Quality Gate Workflow

Scope Contract Workflow

Delivery Review Workflow

Quality Gate Workflow

Scope Contract Workflow

Delivery Review Workflow

Quality Gate Workflow

Scope Contract Workflow

Delivery Review Workflow

Quality Gate Workflow

Scope Contract Workflow

Delivery Review Workflow

Quality Gate Workflow

Scope Contract Workflow

Delivery Review Workflow

Quality Gate Workflow