meta-ads-auditlisted

# Full Meta Ads Account Audit ## Process 1. **Verify auth**: `python scripts/meta_auth.py --check` 2. **Fetch account structure**: `python scripts/meta_campaigns.py --account <id> --fetch-all --json` 3. **Detect conversion optimization**: Check if any campaigns use OUTCOME_SALES, OUTCOME_LEADS, or OUTCOME_APP_PROMOTION objectives 4. **Delegate to agents in parallel**: ALWAYS (6 core agents): - `meta-performance` — campaign/ad set/ad metrics, trends, anomalies - `meta-creative` — creative performance, fatigue detection, format analysis - `meta-audience` — targeting effectiveness, overlap, demographics, placements - `meta-events` — pixel health, CAPI coverage, conversion funnel - `meta-budget` — budget utilization, allocation, bid strategies, scaling - `meta-account` — account structure, naming, hygiene, consolidation CONDITIONAL: - `meta-attribution` — attribution windows, click vs view, cross-campaign overlap (spawn when conversion-optimized campaigns detected in step 3) 5. **Collect results** from all agents 6. **Generate unified recommendations** prioritized: Critical > High > Medium > Low 7. **Offer report**: "Generate a PDF/HTML report? Use `/meta-ads report <account-id>`" ## Agent Dispatch Spawn all core agents in parallel using the Agent tool. Each agent independently fetches the data it needs via Python scripts and returns its analysis. ``` # Parallel dispatch (all at once): Agent: meta-performance — "Analyze campaign performance for