feat(activity): repo-scoped automation review CLI (WP-0028)

Ship the activity console script for consumer-repo morning review: list,
status, runs, deliverables, inbox, checkpoint, and ack. Offline-first with
git + local defs; enriches from ops API and State Hub. Multi-source trust
matrix never reports did-not-run when git has the artefact. Adds
target_repo filter on GET /ops/automations.

docs/runbook.md

@@ -287,6 +287,32 @@ Compact human output looks like:
 - Daily State Hub WSJF Triage [enabled cron] schedule=activity-schedule-... trigger=20 7 * * * tz=Europe/Berlin source=files temporal=not_checked
 ```
 
+## Repo-scoped review CLI (`activity`)
+
+From a **consumer repo** (e.g. Freedom Intelligence), use the `activity` CLI for
+morning review without AI tooling. Canon: `docs/repo-automation-review-cli.md`
+(ACTIVITY-WP-0028).
+
+```bash
+# Install once (from activity-core checkout)
+uv tool install -e .
+# or: uv run activity …
+
+cd ~/freedom-intelligence
+activity status
+activity inbox
+activity runs --since today          # needs ACTIVITY_CORE_URL for live ops API
+activity ack briefs/2026/08/2026-08-06.md
+```
+
+| Env | Purpose |
+| --- | ------- |
+| `ACTIVITY_CORE_URL` | Ops API (e.g. `https://activity.coulomb.social` or ClusterIP) |
+| `STATE_HUB_URL` | Hub progress for completion events |
+| `ACTIVITY_REVIEW_STATE_DIR` | Override local checkpoint dir |
+
+Org-wide tools (`make automation-status`, prod SSH helper) remain for fleet view.
+
 ## Automation status
 
 Use the repo-native status command to answer operator questions such as "how did