# Regulator session template (optimization agent)

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

## Prepare bundle

```bash
# 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

```bash
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:

```bash
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):

```bash
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`.