Conducts extensive web research on technical topics with validated references and citations. Use when you need external documentation, library comparisons, or best practices…
Commits changes grouped by done-plans, rebases main, builds API and webapp, then creates or updates a PR. Replaces the commit command.
Have an interactive discussion about a topic, approach, or feature. Researches the codebase as needed, talks through options, and updates ./tmp/context.md with decisions.
After shipping a non-trivial fix, find related GitHub issues across the ecosystem, draft helpful human-sounding comments linking the fix and root cause, and optionally file…
Quick gut-check before implementing when the user directly asks you to do something (e.g. "add X", "fix Y", "change Z").
Review completed code changes against a plan, run quality checks, and call out gaps, regressions, or missing integrations. Use when implementation work needs a plan-based review.
Review an implementation plan for repo accuracy, fact purity, intent fidelity, reconciliation quality, and completeness. Use when a plan needs a correctness and completeness pass.
Write production-quality code following project patterns. Use when implementing features, fixing bugs, or creating new files. Includes Context7 library documentation lookup.