Stages

Each stage is driven by a skill you run from your AI tool. Together they form the loop.

Intake

Signals come in - transcripts, chats, files, GitHub issues - and the parts that matter get routed into the workstream. Run with intake-review.

Thoughts

Raw signal becomes structured understanding that compounds: research, synthesis, chapters. Run with thought.

Workstreams

Understanding becomes an executable spec - tracks, phases, deliverables. Run with create and iterate.

Creation

You build from the spec, steward the work, and ship - and what emerges re-enters the loop. Run with execute and finalize.