Add Leonard GBP execution card — form-fill only, minimal reasoning

2026-08-02 22:26:28 +00:00
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+# 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 GMB row only
+
+Open:
+`docs/clients/<client>/data-inventory-v1.md`
+
+Update **only** the Google Business Profile 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 GMB/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 GMB 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 GMB-related threats.
+
+---
+
+## Step 3 — Output format
+
+Return:
+1. Updated GMB 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.