coulomb-loop/loops/regulator/session-template.md

Regulator session template (optimization agent)

LOOP-WP-0004 T04 — run after health collector or manual bootstrap-log review.

Prepare bundle

# From coulomb-loop (contracts only — optimization agent runs in target repo)
kaizen-agentic schedule prepare optimization --target /home/worsch/kaizen-agentic

Include in session context (attach or paste):

• loops/regulator/dashboard.md
• Tail of each loops/*/health.jsonl (last 10 lines)
• Each loops/*/cadence.yml
• loops/kaizen-stack/bootstrap-log.md (manual_rescues)
• loops/kaizen-stack/supplier-notes.md

Session outputs

1. Per loop: promote / hold / demote recommendation with evidence
2. Noise: definitions or crons to disable or throttle
3. Supplier friction: items for supplier-notes.md
4. Proposals: updated cadence.yml drafts (human commits — no autonomous cron changes)

Session close

kaizen-agentic metrics record optimization --success --time <s> --quality <0-1> \
  --target /home/worsch/kaizen-agentic

Record decision in state-hub when promotion/demotion approved.

Cadence promotion (atomic)

After regulator approval, promote all three scheduling layers in one step:

kaizen-agentic schedule promote \
  --engagement-repo /home/worsch/coulomb-loop \
  --engagement coulomb-loop \
  --to-phase operate \
  --activity-core /home/worsch/activity-core

Dry-run first: add --dry-run. Repair fleet drift only (definitions already promoted):

kaizen-agentic schedule promote \
  --engagement-repo /home/worsch/coulomb-loop \
  --fleet-only \
  --activity-core /home/worsch/activity-core

Layers: (1) loops/*/cadence.yml, (2) activity-definitions/ + activity-core sync, (3) pilot .kaizen/schedule.yml via roster.

Promotion checklist (all must hold)

• Bootstrap exit from source workplan met
• false_positive_rate < 0.2 over last 7 cycles
• manual_rescues == 0 over last 3 cycles
• Regulator recommends promote

See loops/regulator/state-machine.md.