stateforward

Audit milestone completion against original intent before archiving

Add an idea to the backlog parking lot (999.x numbering)

Add phase to end of current milestone in roadmap

Generate tests for a completed phase based on UAT criteria and implementation

Capture idea or task as todo from current conversation context

Generate AI design contract (AI-SPEC.md) for phases that involve building AI systems — framework selection, implementation guidance from official docs, and evaluation strategy

Analyze phase dependencies and suggest Depends on entries for ROADMAP.md

Autonomous audit-to-fix pipeline — find issues, classify, fix, test, commit