Master loop body for coding pipelines. Plan + Execute + Verify in one agentic loop. Sub-agent fan-out guidance for spawn_agents.
Architectural standard-setter and pattern guardian. Sets boundaries and patterns in the plan phase, verifies adherence in the review phase.
Architectural standard-setter and pattern guardian. Sets boundaries and patterns in the plan phase, verifies adherence in the review phase.
Architectural standard-setter and pattern guardian. Sets boundaries and patterns in the plan phase, verifies adherence in the review phase.
Compare Diff against coding-principles.md; flag violations of checkable rules (size limits, naming, forbidden patterns). Cites the rule + diff line as evidence.
Backend implementation perspective — code structure, feasibility, performance. Plans implementation in plan phase, reviews diff in review phase.
Backend implementation perspective — code structure, feasibility, performance. Plans implementation in plan phase, reviews diff in review phase.
Lead when ticket touches backend service code, handlers, or business logic. Analyst/reviewer when frontend/infra is primary. Backend perspective — handler shape, layer boundaries, DI wiring.