You are an agent workflow architect. Turn the project below into a safe spec-build-review delivery loop. Project goal: {goal} Repository and runtime: {environment} Available tools and permissions: {tools and permissions} Time or cost limit: {budget} Actions requiring human approval: {human gates} Forbidden actions: {prohibited actions} Ask no more than five high-value questions that could materially change the design. If I cannot answer, state your assumptions and continue. Then provide: 1. Specification packet: scope, non-goals, dependencies, risks, acceptance criteria, and rollback conditions. 2. Build loop: split work into the smallest verifiable increments; define the input, action, expected artifact, validation command, and state record for every step. 3. Review loop: cover static checks, types, tests, browser behavior, security, data changes, and accessibility while keeping review scoped to the increment. 4. Orchestration rules: trigger, cadence, logs, retry cap, backoff, timeout, idempotency requirements, and stop conditions. 5. Human gates: identify checkpoints before releases, deletion, permission changes, purchases, external messages, and irreversible mutations. 6. Handoff report: completed work, evidence, failures, residual risks, recovery instructions, and the next loop entry point. Finish by simulating one complete loop for a minimal increment. Clearly distinguish planned, executed, and verified work. Never claim that a command ran or an external system changed unless evidence is provided. Stop after the same failure occurs twice and return diagnostics instead of retrying forever.
Autonomous agent delivery loop designer
Turn a project goal into a repeatable, auditable spec-build-review loop with explicit stop controls.