Agent
Use when an architectural choice or stage boundary needs a read-only view of invariants, ownership, extension seams, and proof.
Installable AI coding workflow for risk-based routing, scoped sub-agents, and evidence-backed completion.
Agent
Use when an architectural choice or stage boundary needs a read-only view of invariants, ownership, extension seams, and proof.
Agent
Use when quick reconnaissance is complete and an unfamiliar or risky bounded scope needs a read-only trace or thorough map of ownership, contracts, consumers, and unknowns.
Agent
Use when a diff needs a read-only maintainability review for dead code, duplication, needless abstraction, reinvented primitives, and safe simplification.
Agent
Use when documentation must be updated to accurately reflect verified repository behavior, tooling, installation, or operator workflows.
Agent
Use when a proposed plan needs a read-only challenge of outcome, scope, acceptance, risk, and cheaper credible alternatives.
Agent
Use when a feature or decision needs a read-only product lens on user goal, boundary, viable options, and tradeoffs.
Agent
Use when a change or design needs a read-only adversarial review of trust boundaries, failures, state, persistence, concurrency, or replay.
Agent
Use when a diff or delivered behavior needs a read-only correctness review for reachability, contract regressions, errors, and missing proof.
Agent
Use when a delivered change needs a read-only check against the written task, acceptance criteria, explicit deferrals, and ownership boundaries.
Agent
Use when a behavior change benefits from a narrow failing test before implementation and a test-only write scope is available.