SKILL: Character Consistency

Domain: Face Embeddings, LoRA Training, IP Adapters, Wardrobe Locking, Anchor Frames

Version: 1.0

For: Hermes Agent — Technical Execution & Pipeline Control

1. EXECUTIVE SUMMARY

This skill encodes the complete technical workflow for maintaining character identity across AI-generated images and video sequences. It covers the four-layer anti-drift architecture (Character DNA → Character Pack → Shot Keyframes → Animation), IP Adapter/LoRA/DreamBooth training workflows, face embedding extraction, wardrobe locking, and the specific project graph graph enforcement that prevents character drift automatically.

When this skill is active, the agent should:

• Build Character DNA specs with precise visual feature definitions
• Generate anchor packs (front, 3/4, profile, expressions)
• Select the appropriate consistency method (IP-Adapter for speed, LoRA for strength)
• Apply frame-to-frame chaining with temporal coherence
• Use project graph to track character embeddings, outfit states, and prop relationships