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Data & AI

Build demo web apps for machine learning models using Gradio, supporting images, text, audio, and video.

Development

Analyze changes, run verification agents, and create optimized commits.

Development

Implement backlogs through a structured feature-driven approach. Read requirements, reference existing features, design, code, and document.

Productivity

Rapid sorting and classification stage for fragments, with filtering and theme extraction. Uses selectivity to control kill rate.

DevOps

Detects your deployment platform (Fly.io, Render, Vercel, etc.) and writes configuration to CLAUDE.md for automatic deploys.

DevOps

Creates GitHub pull requests with comprehensive validation. Uses parallel agents to verify code quality, security, and tests before submission.

Development

Create a single Conventional Commit for the current changes, following the repo's commit-msg rules.

Productivity

Investigate a question using primary sources and capture findings as Markdown with citations.

DevOps

Production readiness checklist for Claude-powered applications covering error handling, monitoring, fallbacks, cost controls, and security.

Productivity

Investigate questions against high-trust primary sources and save findings as Markdown, using a background agent.

Security

Deploys DNS, HTTP, and AWS API key canary tokens across network infrastructure to detect unauthorized access and lateral movement. Integrates with webhook alerting (Slack, Teams, email, generic HTTP) for real-time intrusion notifications.

Productivity

Rebuilds a working session as a tree of completed tasks and open items left at the depth they were abandoned, sized by the measured thread shape.