{
 "schema_version": 1,
 "generated": "2026-10-26",
 "id": "sherlockwz-ama--openclaw-memory-plugin",
 "repo": "Sherlockwz/AMA",
 "repo_url": "https://github.com/Sherlockwz/AMA",
 "repo_slug": "sherlockwz-ama",
 "title": "Give an OpenClaw agent automatic recall and capture",
 "page_title": "How to give an OpenClaw agent automatic recall and capture with AMA",
 "summary": "Install the OpenClaw AMA plugin to recall and capture memory automatically each turn.",
 "who": "An OpenClaw user who wants the agent to remember past conversations without manual tool calls.",
 "problem": "Each new OpenClaw session starts with no memory of earlier conversations or user preferences.",
 "outcome": "OpenClaw runs the AMA plugin with automatic recall and capture, backed by a managed local SQLite and FAISS sidecar.",
 "steps": [
  "`git clone https://github.com/Sherlockwz/AMA.git`",
  "`cd AMA`",
  "`corepack enable pnpm`",
  "`./scripts/setup.sh`",
  "`openclaw plugins install --link .`",
  "`openclaw plugins enable openclaw-ama`",
  "`openclaw ama doctor`",
  "Add the `openclaw-ama` entry from the README's minimal configuration to your OpenClaw config, with `autoRecall` and `autoCapture` set to true."
 ],
 "agent_prompt": "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.",
 "agents": [
  "any"
 ],
 "difficulty": "Intermediate",
 "time": "45 minutes",
 "basis": "readme",
 "caveat": "The README does not say which OpenClaw version is required, so confirm your OpenClaw install supports plugins before starting.",
 "category": "Software and DevOps",
 "tags": [
  "Software and DevOps"
 ],
 "lang": "python",
 "requirements": [
  "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"
 ],
 "risk": "sensitive",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [
  {
   "tag": "credentials",
   "notice": "The OpenClaw config references your AMA LLM API key and embedding URL through environment variables, so keep those values out of version control."
  },
  {
   "tag": "credentials",
   "notice": "Automatic capture stores conversation content in the local data directory, so review what is recorded and secure that directory."
  }
 ],
 "best": false,
 "score": 0.9,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/sherlockwz-ama/openclaw-memory-plugin/",
 "md": "https://dedupedai.com/use-cases/sherlockwz-ama/openclaw-memory-plugin/index.md",
 "disclaimer": "Deduped lists open-source repositories that belong to other people. We do not own, maintain, audit, or vouch for any of them, and a repo appearing here is not an endorsement or a safety check. The use cases, steps, and prompts are written by AI and may be incomplete, outdated, or just wrong. Where a use case is marked \"Seen in the wild\", we link to public posts where someone described something similar, but we have not verified those posts and the use case itself is still our AI's own write-up. Use all of this at your own risk. Only run code, commands, or agents on systems and accounts you are authorized to use, and read the code and every command before you run it, especially anything that touches credentials, files, or the network. Nothing here is professional, security, legal, or financial advice. All trademarks and project names belong to their respective owners, and their use here does not imply affiliation. Content is provided as is, without warranties of any kind. Found a mistake, a safety problem, or something you want removed? Email hello@dedupedai.com and we will look at it promptly.",
 "api": "https://dedupedai.com/api/v1/usecases/sherlockwz-ama--openclaw-memory-plugin.json",
 "api_version": "v1"
}