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How to give an OpenClaw agent automatic recall and capture with AMA

Install the OpenClaw AMA plugin to recall and capture memory automatically each turn.

Short answer: git clone https://github.com/Sherlockwz/AMA.git; then cd AMA; corepack enable pnpm. All steps.

Credentials. The OpenClaw config references your AMA LLM API key and embedding URL through environment variables, so keep those values out of version control.

Credentials. Automatic capture stores conversation content in the local data directory, so review what is recorded and secure that directory.

Who it is forAn OpenClaw user who wants the agent to remember past conversations without manual tool calls.

The problemEach new OpenClaw session starts with no memory of earlier conversations or user preferences.

The outcomeOpenClaw runs the AMA plugin with automatic recall and capture, backed by a managed local SQLite and FAISS sidecar.

What you need first

  • Python 3.10 or newer
  • Node.js 22.22.3 or newer (24.15 or newer also supported)
  • pnpm 11 or newer
  • An OpenAI-compatible chat-completions endpoint and embedding endpoint, with an API key
  • Git, to clone the repository

Steps

  1. git clone https://github.com/Sherlockwz/AMA.git
  2. cd AMA
  3. corepack enable pnpm
  4. ./scripts/setup.sh
  5. openclaw plugins install --link .
  6. openclaw plugins enable openclaw-ama
  7. openclaw ama doctor
  8. Add the openclaw-ama entry from the README's minimal configuration to your OpenClaw config, with autoRecall and autoCapture set to true.

Prompt for your agent

In the AMA repo at <path-to-AMA>, run `openclaw ama doctor` and report each check it prints as pass or fail. Expected output: the list of checks with their results. Verify that `sidecarAutoStart` is enabled in the plugin config before you report the sidecar as healthy.

Caveat. The README does not say which OpenClaw version is required, so confirm your OpenClaw install supports plugins before starting.

Use this in your AI agent

Ask your agent

Using the Deduped MCP, get the setup steps for Sherlockwz/AMA and "Give an OpenClaw agent automatic recall and capture"

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