Instagram Learning Profile

Turn your own account performance into hook formulas and creator voice.

Vertical: Analytics · Status: ✅ Live Back to Analytics · workflows index

---

Trigger

OAuth connect once, then cron metric sync.

Flow

OAuth connect
        |
cron metric sync           /api/internal/instagram-sync
        |
reel analysis              media pipeline: ffmpeg + Whisper
        |
feature extraction -> scoring -> profile build (v2)
        |
hook formulas + voice -> script generation

Where it feeds

The profile is the source of the hook formulas that hook production enforces, and of the creator voice used in script generation.

Migration to v2 is manual per tenant: tsx scripts/migrate-learning-profile-v2.ts <tenantId>.

Agents involved

Consumed by the Creative Agent. A natural knowledge kind for the intelligence layer.

Gaps

Learns from your own published performance only - never from which topics your team chose to queue or discard. That gap is what the Learning Agent (proposed) addresses.

Roadmap source

Page 6 - Learn from what we have done -> ES — see roadmap_ref_extracted.md.