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OpenClaw Expert Brain
by
Carlos De La Torre
· GitHub ↗
· v1.0.0
· MIT-0
187
Downloads
1
Stars
0
Active Installs
1
Versions
Install in OpenClaw
/install openclaw-expert-brain
Description
Manual interactivo de OpenClaw con 185 fuentes curadas en NotebookLM. Pregunta sobre instalación, configuración, skills, troubleshooting, multi-agent, cron,...
Usage Guidance
This skill appears to do what it says: it runs a small Python wrapper that calls your locally installed nlm CLI to query a curated NotebookLM notebook. Before installing/using it: (1) confirm you install notebooklm-mcp-cli from a trusted source and understand nlm will perform Google OAuth and store tokens locally; (2) avoid sending sensitive secrets or private data in queries to NotebookLM; (3) review the notebook ID (default is provided) if you need to ensure the data sources are trustworthy; (4) note requirements.txt lists python-dotenv but the script doesn't use it — benign but odd. If you want extra assurance, inspect the nlm package source or run the script in an isolated environment first.
Capability Analysis
Type: OpenClaw Skill
Name: openclaw-expert-brain
Version: 1.0.0
The skill provides a legitimate interface for querying OpenClaw documentation via the 'nlm' (notebooklm-mcp-cli) tool. The implementation in 'scripts/ask.py' uses safe subprocess execution (list-based) to prevent shell injection, and the bundle lacks any indicators of data exfiltration, unauthorized persistence, or malicious prompt injection. It functions as a standard RAG (Retrieval-Augmented Generation) tool for technical support.
Capability Assessment
Purpose & Capability
Name/description (interactive OpenClaw manual) match the implementation: the script invokes the nlm CLI to query a NotebookLM notebook. Declared required binaries (python3, nlm) are appropriate. The tiny requirements.txt entry (python-dotenv) is unused by the script but is not harmful.
Instruction Scope
SKILL.md instructs the agent to run the bundled script which calls nlm notebook query with an optional OPENCLAW_NOTEBOOK_ID. The instructions do not ask for arbitrary file reads, unrelated env vars, or sending data to unknown endpoints. The claim of "Cero alucinaciones" is a content guarantee that cannot be technically enforced by the skill itself (note).
Install Mechanism
No automated install spec is present (instruction-only), which minimizes risk. The README tells users to install notebooklm-mcp-cli via pip — a normal public package install. There are no downloads from unknown URLs or extract steps in the manifest.
Credentials
The skill does not require secrets or config paths. It expects the user to authenticate nlm with Google (nlm login), which is appropriate for accessing NotebookLM. Optional OPENCLAW_NOTEBOOK_ID is reasonable. Note: nlm will manage OAuth tokens locally — expected but worth awareness.
Persistence & Privilege
Skill does not request always:true, does not modify other skills or system-wide settings, and has no special persistence privileges. It simply invokes a CLI at runtime.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install openclaw-expert-brain - After installation, invoke the skill by name or use
/openclaw-expert-brain - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Manual interactivo de OpenClaw con 185 fuentes en NotebookLM. Sin Chromium, via nlm CLI.
Metadata
Frequently Asked Questions
What is OpenClaw Expert Brain?
Manual interactivo de OpenClaw con 185 fuentes curadas en NotebookLM. Pregunta sobre instalación, configuración, skills, troubleshooting, multi-agent, cron,... It is an AI Agent Skill for Claude Code / OpenClaw, with 187 downloads so far.
How do I install OpenClaw Expert Brain?
Run "/install openclaw-expert-brain" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is OpenClaw Expert Brain free?
Yes, OpenClaw Expert Brain is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does OpenClaw Expert Brain support?
OpenClaw Expert Brain is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created OpenClaw Expert Brain?
It is built and maintained by Carlos De La Torre (@radelqui); the current version is v1.0.0.
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