Lightweight Knowledge Base

What this skill does

轻量级知识库与任务管理体系。结构化 JSON + MD 混合存储，支持用户画像、任务节奏、知识索引、每日自动进化。适用于中小规模记忆管理。

Lightweight Knowledge Base 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 Lightweight Knowledge Base

The easiest path is via the OpenClaw Easy desktop app — one click, no terminal required:

1. Download OpenClaw Easy for macOS or Windows (free, one-click installer, ~30 seconds).
2. Open the in-app Skills panel.
3. Search for lightweight-kb and click Install.
4. The skill activates automatically when an incoming message matches its description.

Install from the command line

If you already run the OpenClaw CLI, add Lightweight Knowledge Base with a single command:

openclaw skills add lightweight-kb

This pulls lightweight-kb from ClawHub and installs it into ~/.openclaw/skills/lightweight-kb/. Restart the OpenClaw gateway afterwards so the new skill is discovered.

How to use Lightweight Knowledge Base

Once installed, Lightweight Knowledge Base 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:

1. Click the Download .zip button above to grab lightweight-kb-1.0.0.zip directly from our S3 mirror.
2. Unzip into ~/.openclaw/skills/lightweight-kb/ (create the directory if it does not exist).
3. Restart OpenClaw Easy (or the OpenClaw CLI gateway) so the new skill is discovered.

Frequently asked questions

How do I install Lightweight Knowledge Base?

Install Lightweight Knowledge Base in the OpenClaw Easy desktop app by opening the Skills panel, searching for lightweight-kb, and clicking Install. From a terminal you can run: openclaw skills add lightweight-kb. Either way the skill is placed in ~/.openclaw/skills/lightweight-kb/.

Is Lightweight Knowledge Base free?

Yes. Lightweight Knowledge Base 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 Lightweight Knowledge Base do?

轻量级知识库与任务管理体系。结构化 JSON + MD 混合存储，支持用户画像、任务节奏、知识索引、每日自动进化。适用于中小规模记忆管理。

Related: more research & knowledge skills

If Lightweight Knowledge Base looks useful, you may also want to check out other research & knowledge skills in the OpenClaw catalog:

• Ultimate Flashcards / Podcasts Tutor ⬇ 2.2K
• Multi Search ⬇ 2.2K
• RAGFlow ⬇ 2.2K
• ERZ Entsorgung + Recycling Zürich ⬇ 2.2K
• SearchBar ⬇ 2.2K

Browse the full OpenClaw skill catalog

This page covers just one skill. The OpenClaw skill hub has 10,000+ more — search, sort by downloads or stars, and install any of them in one click. There is also a curated awesome-openclaw-skills list grouped by use case.