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Run linting and formatting checks via Docker/OrbStack. Use this before commits to ensure code quality, fix style issues, and enforce project standards.
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Based on SOC occupation classification
Deep-dive analysis of an open-source repository. Clones the repo, explores architecture/patterns/internals, and produces up to 30 structured Markdown files in analysis/<repo-name>/. Use when analyzing a GitHub repo for learnings, comparison, or adoption roadmap.
Review code changes for quality, security, and correctness. Use this before merging PRs, after significant refactors, or when reviewing agent output.
Review and optimize LLM API costs in the orchestrator. Analyze model routing, budget tracking, prompt caching, and retry logic for cost efficiency.
Deploy services using Docker/OrbStack. Use this to build and deploy containers, run health checks, and manage deployments.
Review production code and update all documentation under docs/ to match the current codebase state.
Build and manage Docker containers via OrbStack. Use this to build images, run containers, check service health, and manage docker-compose services.
| name | lint-check |
| description | Run linting and formatting checks via Docker/OrbStack. Use this before commits to ensure code quality, fix style issues, and enforce project standards. |
| allowed-tools | Bash, Read, Edit |
Run ruff linting and formatting checks inside Docker via OrbStack.
docker compose run --rm lint
docker compose run --rm format
docker compose run --rm app ruff check --fix src/ tests/
docker compose run --rm app ruff format src/ tests/
cd /Users/pierrejonnycau/Documents/WORKS/agent-orchestrator
ruff check src/ tests/
ruff format --check src/ tests/
pyproject.toml [tool.ruff] section