# Leonard Execution Card — GBP Snapshot Ingest

**Goal:** Map a filled GBP Snapshot Intake into client docs with minimal reasoning.

**Governing docs:**
- `docs/agents/agent-charter-v1.md`
- `docs/agents/audit-playbook-v1.md`
- `docs/templates/gbp-snapshot-intake.md`

---

## Input required
A completed `gbp-snapshot-intake.md` for the client.

If any required metadata is missing (client name, snapshot date, source), stop and report `BLOCKED: incomplete intake`.

---

## Step 1 — Update Data Inventory GBP row only

Open:
`docs/clients/<client>/data-inventory-v1.md`

Update **only** the Google Business Profile (GBP) section using these mappings:

| Intake field | Inventory field |
|--------------|-----------------|
| Source | Access Status / Notes |
| Snapshot date | Snapshot Date |
| Business name shown | Notes |
| Address shown | Notes |
| Phone shown | Notes |
| Website shown | Notes |
| Star rating | Notes |
| Review count | Notes |
| Claimed / Own this business | Notes |
| Hours listed + hours text | Notes |
| Booking button present | Notes |
| Photos / posts / Q&A | Notes |
| Second related listing | Notes / Gaps |

Rules:
- Write factual values only
- Blank intake field → `Not observed`
- Verification Tier:
  - Owner dashboard / owner-confirmed → Tier 1
  - Human Maps eye or Places API → Tier 2
- Do not rewrite other sources unless the intake explicitly names them

---

## Step 2 — Threat Trigger Rules (boolean only)

Apply **only** these rules. No new creative threats.

| Rule ID | Condition | Action |
|---------|-----------|--------|
| R1 | Booking button present = No | Ensure a threat exists for missing public booking on GBP/website surfaces. If missing, add a Tier 2 Major threat with evidence from intake. If exists, update Data Recency + Evidence Snippet only. |
| R2 | Claimed / Own this business = No or Unknown AND rating/reviews thin or Not observed | Ensure a threat exists for weak/unclear GBP completeness. Update evidence/recency only if exists. |
| R3 | Second related listing nearby = Yes | Ensure a Minor Tier 2 threat exists for related/duplicate listing risk. Update evidence only. |
| R4 | Star rating and review count both observed | Do **not** create a new threat from rating alone. Only update inventory. |
| R5 | Any field Not observed | Do not invent a threat from absence of observation alone unless R1–R3 fire. |

If no rule fires, leave Threat Register unchanged except optional recency note on existing GBP-related threats.

---

## Step 3 — Output format

Return:
1. Updated GBP inventory section (or full inventory if required by tooling)
2. Threat Register changes only if a rule fired
3. `Changes Made` list (bullet facts only)
4. `Rules Fired:` list (R1/R2/R3/none)

Forbidden:
- Severity upgrades beyond template defaults without human request
- Solution language
- Competitor claims
- New threats outside R1–R3

---

## Pass criteria
- Every written value traces to the intake
- No extra narrative analysis
- Tier labels correct
- Only trigger rules created/updated threats

**If uncertain:** leave field as `Not observed` and do not fire a rule.