amergrgic

Classify requests, assess unfamiliar codebases, delegate work safely, and recover from failed attempts. Use for multi-step, ambiguous, or parallelizable work.

Enforce non-negotiable safety, scope, security, and quality constraints for implementation and review work.

Define measurable success criteria and collect targeted test, build, lint, type-check, or smoke-test evidence before claiming work is complete.

Validate this example project's release readiness. Use before publishing a release candidate.