ACTIVE PIPELINE STAGES STORAGE & ARTIFACTS INPUT WRITE READ CRITIQUE APPLY SAVE REVISE LOOP TOPIC INPUT DRAFT GENERATION DRAFT ARTIFACT REVIEW STAGE FEEDBACK ARTIFACT REVISION STAGE SAVED OUTPUTS runs/run_001/ ├─ draft.md ├─ feedback.md └─ final.md