LightRAG Search Skill
What this skill does
Search and manage knowledge bases using LightRAG API. Supports multiple servers, context-aware writing, and direct information retrieval. Use when the user wants to query a LightRAG-powered knowledge base or use it as context for tasks.
LightRAG Search Skill is part of the Research & Knowledge category — research and knowledge skills that gather, search, and summarize information. You can install it on its own or alongside other research & knowledge skills from the OpenClaw catalog.
How to install LightRAG Search Skill
The easiest path is via the OpenClaw Easy desktop app — one click, no terminal required:
- Download OpenClaw Easy for macOS or Windows (free, one-click installer, ~30 seconds).
- Open the in-app Skills panel.
- Search for
lightragand click Install. - The skill activates automatically when an incoming message matches its description.
Install from the command line
If you already run the OpenClaw CLI, add LightRAG Search Skill with a single command:
openclaw skills add lightrag
This pulls lightrag from ClawHub and installs it into ~/.openclaw/skills/lightrag/. Restart the OpenClaw gateway afterwards so the new skill is discovered.
How to use LightRAG Search Skill
Once installed, LightRAG Search Skill activates on its own: when an incoming message on WhatsApp, Telegram, Slack, Discord, Feishu or Line matches the skill's description, your OpenClaw agent loads it and runs the workflow. You can also trigger it explicitly by describing the task in chat. No extra configuration is required after install.
Manual install (advanced)
If you prefer manual installation:
- Click the Download .zip button above to grab
lightrag-1.0.1.zipdirectly from our S3 mirror. - Unzip into
~/.openclaw/skills/lightrag/(create the directory if it does not exist). - Restart OpenClaw Easy (or the OpenClaw CLI gateway) so the new skill is discovered.
Frequently asked questions
How do I install LightRAG Search Skill?
Install LightRAG Search Skill in the OpenClaw Easy desktop app by opening the Skills panel, searching for lightrag, and clicking Install. From a terminal you can run: openclaw skills add lightrag. Either way the skill is placed in ~/.openclaw/skills/lightrag/.
Is LightRAG Search Skill free?
Yes. LightRAG Search Skill is free and open-source, distributed under the Apache-2.0 license through ClawHub. No account or payment is required to download or run it.
What does LightRAG Search Skill do?
Search and manage knowledge bases using LightRAG API. Supports multiple servers, context-aware writing, and direct information retrieval. Use when the user wants to query a LightRAG-powered knowledge base or use it as context for tasks.
Related: more research & knowledge skills
If LightRAG Search Skill looks useful, you may also want to check out other research & knowledge skills in the OpenClaw catalog:
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Free, open-source · Apache-2.0 · Works with Claude, ChatGPT, Gemini, or local Ollama models