# M022: Creator Tools & Personality

## Vision
Creator-facing tools take shape: shorts queue, follow system, chat widget (UI only). Backend gains multi-turn memory, audio-enhanced highlight detection, and personality profile extraction. All pieces ready for MVP integration in M023.

## Slice Overview
| ID | Slice | Risk | Depends | Done | After this |
|----|-------|------|---------|------|------------|
| S01 | [A] Highlight Reel + Shorts Queue UI | medium | — | ⬜ | Creator reviews auto-detected highlights and short candidates in a review queue — approve, trim, discard |
| S02 | [A] Follow System + Tier UI (Demo Placeholders) | medium | — | ⬜ | Users can follow creators. Tier config page has styled Coming Soon payment placeholders. |
| S03 | [A] Chat Widget Shell (UI Only) | low | — | ⬜ | Chat bubble on creator profile pages with conversation UI, typing indicator, suggested questions |
| S04 | [B] Multi-Turn Conversation Memory | medium | — | ⬜ | Multi-turn conversations maintain context across messages using Redis-backed history |
| S05 | [B] Highlight Detection v2 (Audio Signals) | medium | — | ⬜ | Highlight detection uses audio energy analysis (librosa) alongside transcript signals for improved scoring |
| S06 | [B] Personality Profile Extraction | high | — | ⬜ | Personality profiles extracted for 3+ creators showing distinct vocabulary, tone, and style markers |
| S07 | Forgejo KB Update — Follow, Personality, Highlights | low | S01, S02, S03, S04, S05, S06 | ⬜ | Forgejo wiki updated with follow system, personality system, highlight engine v2 |
