README_v3 (5).md

Monumental AI — v3 Production Bundle (Max Optimization)

Included:

• likeness_detector.py : perceptual-hash based likeness detection template (run locally)
• thumbnails_prompts_30.json : 30 optimized thumbnail prompts for high CTR
• thumbnails_placeholder_pngs/ : 30 placeholder thumbnails for immediate upload/testing
• logos_svg/ : 3 SVG logo variants (mono, shield, wordmark)
• zapier_workflow_detailed.json : detailed webhook payload and step list for uploader automation
• dashboard_template.csv : KPI logging template to import into Google Sheets or dashboarding tools
• QA recommendations: integrate Vision API for robust likeness detection; add Grafana dashboards; legal review for markets

Next steps (recommended immediate):

1. Hook likeness_detector.py into Quality & Compliance Agent; populate gallery with public-figure images to check against.
2. Replace placeholder thumbnails with model-generated thumbnails using Runway/Midjourney and iterate A/B tests.
3. Deploy Zapier webhook and test with one sample payload.
4. Connect Google Sheets with service account credentials for automated logging.