Human-Agent-Society/reef

this is the part that makes reef a new category. model weights aren't the only thing that updates. the whole harness evolves too prompts, skills, tools, rules, config. both surfaces, same loop, from…

One loop connects it all: serving → feedback → learning → evaluation → versioned delivery It can update model weights (GPU) or the agent harness: prompts, skills, tools, rules (no GPU needed). Every…

and weights aren't the only thing that evolves. /reefine grows the harness itself prompts, skills, tools, rules, config. describe the capability, reef writes it, evaluates it, ships it. the demo adds…

Every accepted update becomes a new version with full history. → See what changed → See why it changed → Roll back anytime Even rejected candidates stay visible. Self-improvement you can actually…

And you don't have to switch tools. Reef plugs into the harnesses you already use through adapters: Claude Code, Codex, OpenCode, Hermes, Pi and Terminus 2. Each scenario keeps its own data and…