dream-auto

Research-backed background thinking system for Hermes agents. Uses structured exploration trees, generate-verify loops, metacognitive monitoring, and adaptive termination to produce high-quality reasoning in the background.

Dream System v3 — MCTS background thinking engine. Scripts: session_indexer.py, session_grader.py, dream_loop_v3.py, fast_path.py, resource_monitor.py, dream_scheduler.py. See state/dream/ for DBs.