Turn a GitHub issue, open pull request, or plan file into a merge-ready pull request. Reproduce bugs with a failing test, implement the specified fix or feature, run the required project checks, and report results and deviations.
Survey a codebase without changing source files, identify evidence-backed opportunities across areas such as bugs, security, performance, and testing, then prepare prioritized, self-contained implementation plans for another agent or developer to execute.
Auditing a codebase for improvement opportunities
Prioritizing bug, security, or performance findings
