Cut always-on system tokens (slim core, inventory, identity shelves, hops) and fix has_vision_image vs images_in_request so look_at gates correctly; enrich rich LoRAs and expose system_chars in debug.
Co-authored-by: Cursor <cursoragent@cursor.com>
Stop duplicating Exact into live context, tighten preview URL matching, force write_prompt on "поправь", and gate critique behind vision + a real JSON fence.
Co-authored-by: Cursor <cursoragent@cursor.com>
Move prompts into Config/_base and persona folders; seed model facts into SQLite via Ollama embed and retrieve as memory_hits each turn.
Co-authored-by: Cursor <cursoragent@cursor.com>
Leonid PershinandCursor