{"owner":"shepherd-agents","github":"https://github.com/shepherd-agents","claimed":false,"inventory":[],"indexed":[{"repo":"shepherd-agents/shepherd","github":"https://github.com/shepherd-agents/shepherd","description":"A runtime substrate that turns an agent's execution into a reversible, Git-like trace, so meta-agents can observe, fork, replay, and revert any run. Couples agent and environments in a copy-on-write fork ~5x faster than docker commit, with ~95% KV-cache reuse on replay. Framework built for meta-agents to supervise, optimize, and train other agents","language":"Python","stars":2317,"topics":["meta-agents","meta-optimization","runtime-supervision","workflow-automation","mcts-rl","tree-rl"],"license":"MIT","category":"workflow-automation"}],"how_to_buy":"GET /r/shepherd-agents/<repo> (Accept: application/json) for any listed repo here: tree, README, price and the checkout to pay (x402; rehearse first at its test twin, simulated money). Repos under 'indexed' are free: clone them from GitHub."}