ralplan

To structure vague orchestration requests, gate them through a pre-execution consensus planning workflow. This Planner-Architect-Critic loop produces a bounded, auditable plan that defines explicit scope, tests, and acceptance criteria before any work begins.

A consensus planning workflow for feature prototyping is an iterative process that generates a verifiable plan. It uses a Planner-Architect-Critic loop to evaluate drivers, select options, and establish acceptance criteria before execution starts.

You add a pre-execution gate by directing the incident response prompt into the planning workflow. This forces explicit scope definition, risk assessment, and test specifications before execution, ensuring safe and aligned orchestration.

Yes, the workflow supports both automated and interactive modes. You can enable interactive prompts to allow human-in-the-loop planning, ensuring manual review and consensus before the pre-execution gate releases the bounded plan.

The best way to define test specifications for vague prompts is routing them through a pre-execution gate. The Planner-Architect-Critic loop evaluates the request and yields a bounded plan with explicit test specifications and acceptance criteria.

Automated consensus planning requires sufficiently detailed prompts to generate a verifiable plan. While the pre-execution gate enforces scope and test specifications, highly ambiguous requests may still require interactive human-in-the-loop prompts to reach a bounded consensus.