Simple Agent Lab：功能、適用情境與來源

RSIHub is an open-source framework for self-evolving agents by Simple Agent Lab: evaluator-driven learning, reproducible candidate lineage, and controllable modification. Build agents that improve and keep the evidence. 主要功能：Reference Reference Environment Variables Operator overview Operators Operators Select Rollout Analyze Mutate Validate Novelty Gate Record Reflect Terminology、Operators Operators Select Rollout Analyze Mutate Validate Novelty Gate Record Reflect、example # compose_command: [docker, compose] Resolution precedence is explicit docker_host, DOCKER_HOST, DOCKER_CONTEXT, then platform discovery、Linux supports the system socket and rootless $XDG_RUNTIME_DIR/docker、macOS supports Colima and Docker Desktop sockets、retry creates a new certified evaluation attempt even after a terminal infrastructure or candidate failure。