Archived 2026-10-23 · Source updated 2026-10-11. Check the original repository for the latest version.
SKILL.md instructions
To mark a PR ready for QA, run: `gh pr edit <PR_NUMBER> --add-label "ready-for-qa"`
An automated QA process on the QA server will pick it up within ~60s and run browser tests against the PR branch. New pushes retrigger automatically while the label is present.
Multi-agent orchestration using dmux (tmux pane manager for AI agents). Patterns for parallel agent workflows across Claude Code, Codex, OpenCode, and other harnesses. Use when running multiple agent…
Use up-to-date library and framework docs via Context7 MCP instead of training data. Activates for setup questions, API references, code examples, or when the user names a framework (e.g. React,…
Production machine-learning engineering workflow for data contracts, reproducible training, model evaluation, deployment, monitoring, and rollback. Use when building, reviewing, or hardening ML…
Diagnosis loop for hard bugs and performance regressions. Use when the user says "diagnose"/"debug this", or reports something broken/throwing/failing/slow.