Verify Instructor behavior through the repository's ./examples/ suite in pass, live record, or hermetic replay mode. Use when running selected examples or the corpus, capturing and reusing recorded LLM HTTP responses, diagnosing hub results, or distinguishing…
Prepare and execute a new InstructorPHP version release. Use when asked to cut a release, prepare release notes, run release QA, create a release epic and tasks in bd, verify changed packages since the last tag, run curated live examples, publish via…
Run multi-dimensional quality assurance for InstructorPHP. Use when asked to validate a change, assess production readiness, reproduce CI failures, harden a PR, choose the right verification commands, or investigate regressions across tests, static analysis,…
Review code for quality, bugs, and best practices. Use when asked to review or audit code.
Fix a GitHub issue by number
Inject live project context via shell preprocessing