Desenvolvimento

Replaces custom modules with OSS packages using atomic keep/discard testing. Use when migrating custom code to established libraries.

Audits manual test evidence quality: reproducibility, fail-fast behavior, expected evidence/golden files, idempotency, and documentation. Use when auditing manual tests.

Sets up test infrastructure with Vitest, xUnit, and pytest. Use when adding testing frameworks and sample tests to a project.

Identifies missing tests for unique critical local logic: money, auth, permissions, data integrity, algorithms, and domain rules. Use when auditing critical logic coverage gaps.

Creates implementation, refactoring, and test tasks from templates. Use when an approved task plan needs tasks created via the configured tracker provider and reflected in kanban.

Builds and queries code knowledge graph for dependency analysis, references, implementations, and architecture overview. Use when starting work on unfamiliar codebase or before refactoring.

Configures Husky, lint-staged, commitlint, and Python pre-commit hooks. Use when adding Git hook automation to a project.

Sets up linters, pre-commit hooks, and test infrastructure. Use when adding code quality tooling to a project.

Checks build, lint, type, test, and CI delivery gate failures. Use when auditing whether the project can reliably ship.

Verifies bootstrapped projects via build, test, and container health checks. Use when validating project setup completeness.

Responds to unanswered GitHub discussions and issues with codebase-informed replies. Use when clearing community question backlog.

Produces prioritized triage report from open GitHub issues, PRs, and discussions. Use when reviewing community backlog.