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Synapse Brain
作者
ankechenlab-node
· GitHub ↗
· v2.0.1
· MIT-0
114
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在 OpenClaw 中安装
/install synapse-brain
功能描述
Synapse Brain — OpenClaw 持久调度 Agent。 基于 Managed Agents 架构，提供跨 Session 的任务管理、子代理调度、 状态持久化和知识互操作能力。是 synapse-code 和 synapse-wiki 的调度核心。 当用户提到任务调度、跨会话管理、多 Agent...
安全使用建议
This skill appears to implement the described local orchestrator, but review before running: 1) Inspect and run install.sh with --dry-run first (./install.sh --dry-run) — the installer will remove any existing ~/.openclaw/skills/synapse-brain directory (rm -rf) and overwrite files. 2) Don't run the installer as a privileged user; run as your normal account. 3) Avoid passing untrusted strings as project names — state files are created using the raw project name and could allow path traversal or writing outside ~/.openclaw/brain-state. 4) Expect some logic bugs (archive behavior); consider reviewing state_manager.archive and other functions before relying on them. 5) The code does not call external endpoints or require secrets, but orchestration with synapse-code/synapse-wiki depends on your OpenClaw environment — verify how those skill invocations are implemented in your agent before integrating. If you plan to use it, prefer manual installation (copy files yourself) or back up ~/.openclaw/skills and ~/.openclaw/brain-state first.
功能分析
Type: OpenClaw Skill
Name: synapse-brain
Version: 2.0.1
The synapse-brain skill bundle is a legitimate task orchestration and session management tool for the OpenClaw ecosystem. The code implements session persistence via local JSON files in `~/.openclaw/brain-state`, intent routing using keyword matching and TF-IDF, and subagent dispatching logic. No evidence of data exfiltration, malicious execution, or prompt injection was found; the installation script and Python modules (state_manager.py, task_router.py) operate strictly within the expected scope of a persistent agent manager.
能力标签
能力评估
Purpose & Capability
Name/description (persistent orchestrator for synapse-code/synapse-wiki) align with the provided Python scripts and README. Required binary (python3) is appropriate and there are no unrelated credential or external-service requirements in the manifest.
Instruction Scope
Runtime instructions and scripts operate on local session state (state.json) in ~/.openclaw/brain-state, which matches the declared purpose. However: (1) state files are created/overwritten based directly on the provided 'project' string (no sanitization) — a crafted project name could cause path traversal or write files outside the intended directory; (2) archive() logic compares updated_at < now() in a way that will effectively archive completed tasks immediately (logic bug); (3) SKILL.md describes dispatching to other skills, but the scripts do not perform network calls — orchestrator behavior depends on platform-level invocation which the code does not enforce, so the actual runtime interactions depend on the OpenClaw environment.
Install Mechanism
No remote downloads or external installers; install.sh copies local files into ~/.openclaw/skills and creates ~/.openclaw/brain-state. That is low network risk. But the installer unconditionally removes any pre-existing skill directory (rm -rf $SKILL_DEST) even when FORCE is not provided — this is destructive and may silently overwrite or remove local changes. install.sh otherwise uses standard tools (rsync, mkdir).
Credentials
The skill declares no required environment variables or secrets. The code references an optional model env name in a comment (SYNPASE_ROUTER_MODEL) but does not require it. No keys/tokens are requested or embedded.
Persistence & Privilege
Skill persists state under ~/.openclaw/brain-state and installs files under ~/.openclaw/skills; it does not declare always:true and does not modify other skills' configs. Persistence is expected for this purpose, but the write behavior combined with unsanitized project names increases local file-write risk. Autonomous invocation is allowed by default (platform behavior) but not a unique red flag here.
如何使用
- 确保已安装 OpenClaw（本地或 Docker 部署）
- 在对话框中输入安装命令：
/install synapse-brain - 安装完成后，直接呼叫该 Skill 的名称或使用
/synapse-brain触发 - 根据 Skill 的参数说明提供必要输入，即可获得结构化输出
版本历史
v2.0.1
- Update version to 2.0.1 (2026-04-11) with documentation and script tweaks.
- SKILL.md and metadata: Bump version/date for maintenance release.
- DEVELOPMENT_JOURNAL.md: Add/update development notes.
- Minor updates to scripts/subagent_dispatch.py and scripts/task_router.py for internal improvements; no new user-facing features.
v2.0.0
Brain/Hands architecture upgrade: persistent orchestrator agent with session state persistence, intent routing, and subagent dispatch
元数据
常见问题
Synapse Brain 是什么？
Synapse Brain — OpenClaw 持久调度 Agent。 基于 Managed Agents 架构，提供跨 Session 的任务管理、子代理调度、 状态持久化和知识互操作能力。是 synapse-code 和 synapse-wiki 的调度核心。 当用户提到任务调度、跨会话管理、多 Agent... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 114 次。
如何安装 Synapse Brain？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install synapse-brain」即可一键安装，无需额外配置。
Synapse Brain 是免费的吗？
是的，Synapse Brain 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
Synapse Brain 支持哪些平台？
Synapse Brain 跨平台运行，可在任意部署了 OpenClaw / Claude Code 的环境中使用（cross-platform）。
谁开发了 Synapse Brain？
由 ankechenlab-node（@ankechenlab-node）开发并维护，当前版本 v2.0.1。
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