evolution-constraint-planner

To prevent semantic drift on complex engineering requests, enforce a strict plan-code-achieve loop that freezes meaning before coding begins. This stage-gated workflow requires aggressive clarification and dependency-aware planning to lock down requirements.

Turn raw product requests into code-ready delivery by processing them through a structured workflow that outputs a frozen handoff bundle. This bundle includes explicit constraints, verification steps, and companion docs for traceability.

A frozen handoff in software delivery planning is a locked specification document that code execution strictly follows. It prevents scope changes mid-implementation by requiring independent critique and adversarial review stages before coding starts.

Yes, the Evolution Constraint Planner supports OpenSpec exports. It generates a full bundle of companion docs for verification, testing, and traceability to ensure comprehensive staged delivery and archival closure.

Yes, dependency-aware planning includes explicit constraints, verification steps, and browser checks. This ensures complex product and engineering requests undergo staged delivery with evidence before reaching archival closure.

Use a stage-gated workflow for code execution when handling complex product and engineering requests that benefit from aggressive clarification. It enforces a strict plan-code-achieve loop with independent critique and adversarial review to prevent semantic drift.