Analysis engine for the Ad Swipe File. Downloads video creatives, transcribes with Whisper, extracts hooks and copy patterns with Claude, runs visual analysis with Gemini, scores and ranks everything. Run after /ad-poller.
Daily auto-research that compares yesterday's changes against your swipe file, spots new competitor moves, identifies gaps, and suggests specific improvements to your active ads. Run after /ad-poller.
Generate a production-ready creative brief from a scripted Pipeline ad. Includes shot list, filming card, B-roll suggestions, text overlay specs, and equipment notes. Ready to print and film.
Take 1 winning ad from the Swipe File and generate 5 ad variations using different hook, format, angle, and framework combinations. Creates new records in the Ad Pipeline.
Prepare and launch Meta ad campaigns. Default mode generates Ads Manager-ready specs you copy-paste in. Advanced mode creates campaigns via the API (requires compliance checklist). Updates Pipeline records.
Pull performance data from Meta for all active ads. Compare against KPI benchmarks. Assign Kill/Watch/Scale verdicts. Feed winners back into the Swipe File. This is THE LOOP.
Strip AI patterns from ad copy and scripts. Makes text sound like a real person wrote it, not a language model. Run on any Pipeline record before launch.
Scrape all competitor ads from Meta Ad Library via Apify. Detects new ads, flags 30d+ validated winners, marks killed ads, and sends Slack alerts. Run daily or manually.
Generate a competitor intelligence report from your Swipe File data. Summarizes new ads, Long-Runners, killed ads, trending angles, and top hooks. Outputs as markdown ready to share with clients or your team.
Write video scripts and ad copy for Pipeline ideas. Generates timed scripts with visual directions, primary text, headline, description, and CTA. Updates Pipeline records to Scripted status.
One-time installation wizard for The Ads Machine. Interviews you about your business, creates Airtable tables, configures MCP servers, and gets everything wired up.
AI image generation powered by Nano Banana models (Gemini CLI). Generates ad creatives, social images, thumbnails, logos, and any visual asset. Supports Nano Banana 2 and Nano Banana Pro models.