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Data & AI

Convert heterogeneous single-cell transcriptomics datasets into canonical, analysis-ready h5ad files with full provenance tracking.

DevOps

Make infrastructure changes safely: create a branch, apply changes in logical commits, and push. Use when modifying docker-compose, CI/CD, Traefik, or Dockerfiles.

Development

Quiz the PR author on their own branch to verify they understand the changes before requesting review. Interactive multiple-choice or free-text, graded against the real code.

Development

Start all local services (backend, frontend, docs) with pre-flight dependency checks, port conflict resolution, and automatic error recovery.

Development

A generic skill with instructions for Claude to follow.

Development

Comprehensive guide to using CCXT in Python: installation, exchange connectivity, market data, order placement, real-time WebSocket streams, and error handling. Ideal for trading bots and crypto data analysis.

Documentation

Helps create and maintain API reference documentation. Automatically activates when you mention API reference creation or building integrations. Provides step-by-step guidance and generates configurations and code for API docs.

Development

Plans and breaks down work before implementation. Analyzes tasks, creates a plan with subtasks and dependencies, and optionally creates GitHub or Jira issues.

Security

Perform a security audit based on OWASP Top 10. Use to verify security, look for vulnerabilities, or before a production deployment.

Development

Use a quick Python script for calculations, data transformations, and validations.

Development

Draft user-facing release notes by analyzing PR diffs. Focuses on changes relevant to end-users.

Testing

Deep audit of ByroRedux readiness for Fallout 4 content. Covers NIF, BA2, BGSM materials, and M49 precombined geometry.