by 运行时依赖
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安装命令
点击复制官方npx clawhub@latest install openclaw-sga-mcts-atoms
镜像加速npx clawhub@latest install openclaw-sga-mcts-atoms --registry https://cn.longxiaskill.com镜像同步中
技能文档
SGA-MCTS Atoms 将审查员批准的会话提取为可重用的原子经验。 安装 npm install -g @msbel/openclaw-sga-mcts-atoms 添加到 OpenClaw 配置 { "plugins": { "entries": { "@msbel/openclaw-sga-mcts-atoms": { "enabled": true, "config": { "extractorPython": "python3", "extractorScript": "~/.openclaw/sga_mcts/atom_extractor.py", "retrieverScript": "~/.openclaw/sga_mcts/atom_retriever.py", "dbPath": "~/.openclaw/sga_mcts/atoms.db" } } } } } 钩子 + 工具 钩子：agent_end — 审查员批准后自动提取原子 工具：retrieve_atoms(query, k) — Captain 在计划分解期间调用 工具：extract_atoms(session_id) — 手动提取 许可 MIT。基于 arXiv 2604.14712 SGA-MCTS 论文。