← Back to Skills Marketplace
Synapse Brain
by
ankechenlab-node
· GitHub ↗
· v2.0.1
· MIT-0
114
Downloads
0
Stars
1
Active Installs
2
Versions
Install in OpenClaw
/install synapse-brain
Description
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...
Usage Guidance
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.
Capability Analysis
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.
Capability Tags
Capability Assessment
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.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install synapse-brain - After installation, invoke the skill by name or use
/synapse-brain - Provide required inputs per the skill's parameter spec and get structured output
Version History
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
Metadata
Frequently Asked Questions
What is Synapse Brain?
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... It is an AI Agent Skill for Claude Code / OpenClaw, with 114 downloads so far.
How do I install Synapse Brain?
Run "/install synapse-brain" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Synapse Brain free?
Yes, Synapse Brain is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Synapse Brain support?
Synapse Brain is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Synapse Brain?
It is built and maintained by ankechenlab-node (@ankechenlab-node); the current version is v2.0.1.
More Skills