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Research & Knowledge

Engram

⬇ 2.8K downloads ★ 1 stars Version 0.2.0 Rank #3681 of 10,000+
↓ Download .zip (0.2.0) Open in browser → View on ClawHub →

What this skill does

Persistent semantic memory for AI agents — local, fast, free. Use when agent needs to recall past decisions, store new facts/preferences, search conversation history, or maintain context across sessions.

Engram 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.

Engram is ranked #3681 by downloads in the OpenClaw skill catalog (2.8K total downloads, 1 stars). It belongs to the Research & Knowledge category alongside 1934 other top-10000 skills.

How to install Engram

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 engram-memory 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 Engram with a single command:

openclaw skills add engram-memory

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

How to use Engram

Once installed, Engram 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 engram-memory-0.2.0.zip directly from our S3 mirror.
  2. Unzip into ~/.openclaw/skills/engram-memory/ (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 Engram?

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

Is Engram free?

Yes. Engram 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 Engram do?

Persistent semantic memory for AI agents — local, fast, free. Use when agent needs to recall past decisions, store new facts/preferences, search conversation history, or maintain context across sessions.

Related: more research & knowledge skills

If Engram 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