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Playbooks
Turn a successful run into a process you can rerun.
When a session works, you should not lose the method. Playbooks capture the approved steps, sources, and review points so the next operator — or a lighter agent — can run the same path.
Collect evidence → compare constraints → propose changes → review. Saved from an approved session, ready to run again.
What this makes possible
Three concrete capabilities
Promote from a session
Keep the outcome and the steps that earned approval — not a vague chat summary.
Still governed on rerun
A playbook can require review on write-backs even when steps are fixed.
Less capable agents can follow
Reuse the path with a smaller model when the hard work was structuring the process once.
How it connects
Playbooks live on the pod with the work they came from. Sessions produce them; capabilities and automations can invoke them.
Process without silent mutation — steps stay inspectable.