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atxp-memory

Agent memory management — cloud backup, restore, and local vector search of .md memory files

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About

Imported from atxp-dev/cli (skills/atxp-memory/SKILL.md) via skills.sh. Install upstream with npx skills add atxp-dev/cli --skill atxp-memory. Copyright stays with the author.

ATXP Memory — Agent Memory Management

Manage your agent's .md memory files: back up and restore to/from ATXP cloud servers, and search your local memories using zvec vector similarity search.

Capabilities

Capability Description
Cloud Backup Push/pull .md files to ATXP servers for disaster recovery
Local Search Index .md files into a local zvec vector database, then search by natural language query
Status View cloud backup info and local index statistics

Security Model

  • Only .md files are collected and transmitted (push/pull). No credentials, JSON configs, binaries, or other file types are ever sent.
  • Files are sent to ATXP servers over HTTPS, associated with the authenticated agent's identity.
  • push replaces the server snapshot entirely (latest snapshot only, no history).
  • pull is non-destructive — it writes server files to the local directory but does not delete local files absent from the server.
  • Local search index is stored in a .atxp-memory-index/ subdirectory inside --path. It never leaves the local machine.
  • index and search do not require authentication or network access.
  • Filesystem access: reads from --path directory (push/index), writes to --path directory (pull) and --path/.atxp-memory-index/ (index). No other directories are touched.
  • No modification of OpenClaw config or auth files.

When to Use

Situation Command
After meaningful changes to SOUL.md, MEMORY.md, or at end of session push
Bootstrapping a fresh workspace or recovering from environment loss pull
After updating memory files and before starting a task that requires recall index
Looking for relevant context in past memories search
Verify backup exists before risky operations status

Commands Reference

Command Description
npx atxp@latest memory push --path <dir> Recursively collect all *.md files from <dir> and upload to server
npx atxp@latest memory pull --path <dir> Download backup from server and write files to <dir>
npx atxp@latest memory index --path <dir> Chunk .md files by heading and build a local zvec search index
npx atxp@latest memory search <query> --path <dir> Search indexed memories by similarity
npx atxp@latest memory status [--path <dir>] Show cloud backup info and/or local index stats

Options

Option Required Description
--path <dir> Yes (push/pull/index/search) Directory to operate on
--topk <n> No (search only) Number of results to return (default: 10)

How Local Search Works

  1. Indexing (memory index):

    • Scans all .md files recursively from --path
    • Splits each file into chunks at heading boundaries (h1/h2/h3)
    • Converts each chunk into a 256-dimensional feature vector using locality-sensitive hashing (unigrams + bigrams)
    • Stores vectors and metadata in a local zvec database (HNSW index) at <path>/.atxp-memory-index/
  2. Searching (memory search):

    • Converts the query text into the same vector representation
    • Performs approximate nearest neighbor search via zvec's HNSW index
    • Returns the top-k most similar chunks with file paths, headings, line numbers, and similarity scores

The search is purely local — no network requests, no API keys, no cost. Re-index after modifying memory files.

Path Conventions

Typical OpenClaw workspace paths:

~/.openclaw/workspace-<id>/
~/.openclaw/workspace-<id>/SOUL.md
~/.openclaw/workspace-<id>/MEMORY.md
~/.openclaw/workspace-<id>/memory/
~/.openclaw/workspace-<id>/AGENTS.md
~/.openclaw/workspace-<id>/USER.md

Backward Compatibility

The backup command is still accepted as an alias for memory:

npx atxp@latest backup push --path <dir>   # works, same as memory push
npx atxp@latest backup pull --path <dir>   # works, same as memory pull
npx atxp@latest backup status              # works, same as memory status

Limitations

  • .md files only — all other file types are ignored during push/index and not present in pull.
  • Latest snapshot only — each push overwrites the previous backup. There is no version history.
  • Requires ATXP auth for cloud operations — run npx atxp@latest login or npx atxp@latest agent register first.
  • --path is required — there is no auto-detection of workspace location.
  • Local search requires @zvec/zvec — install with npm install @zvec/zvec before using index/search.
  • Feature-hash embeddings — local search uses statistical text hashing, not neural embeddings. It works well for keyword and phrase matching but is not a full semantic search. For best results, use specific terms from your memory files.

Use it

Copy one of these into your project. Installing also returns the manifest and these snippets.

yaml
targets:
  - https://api.opensmartroute.ai/api/v1/registry/atxp-dev-cli-atxp-memory/manifest   # or paste the manifest below

Manifest

An Open Capability Manifest: the router reads it to know what this does, what it costs and when to pick it.

atxp-dev-cli-atxp-memory.ocm.jsonjson
{
  "ocm": "1",
  "id": "atxp-dev-cli-atxp-memory",
  "kind": "skill",
  "name": "atxp-memory",
  "description": "Agent memory management — cloud backup, restore, and local vector search of .md memory files",
  "publisher": "atxp-dev",
  "version": "1.0.0",
  "capabilities": {
    "domains": [
      "general"
    ],
    "tags": [
      "skill-md",
      "memory",
      "search",
      "backup",
      "identity",
      "agent-files",
      "sync",
      "vector-search",
      "zvec",
      "skills-sh"
    ],
    "languages": [
      "en"
    ]
  },
  "quality_prior": 0.6,
  "examples": [
    "Agent memory management — cloud backup, restore, and local vector search of .md memory files"
  ],
  "primary": false,
  "metadata": {
    "source": {
      "provider": "skills.sh",
      "repository": "https://github.com/atxp-dev/cli",
      "path": "skills/atxp-memory/SKILL.md",
      "ref": "HEAD",
      "url": "https://www.skills.sh/atxp-dev/cli/atxp-memory",
      "key": "atxp-dev/cli/skills/atxp-memory/SKILL.md"
    },
    "compatibility": "Requires Node.js >=18 and npx"
  },
  "instructions": "# ATXP Memory — Agent Memory Management\n\nManage your agent's `.md` memory files: back up and restore to/from ATXP cloud servers, and **search your local memories** using zvec vector similarity search.\n\n## Capabilities\n\n| Capability | Description |\n|------------|-------------|\n| **Cloud Backup** | Push/pull `.md` files to ATXP servers for disaster recovery |\n| **Local Search** | Index `.md` files into a local zvec vector database, then search by natural language query |\n| **Status** | View cloud backup info and local index statistics |\n\n## Security Model\n\n- **Only `.md` files** are collected an",
  "cost": {
    "context_tokens": 1228
  }
}

Fetch it by URL: GET /api/v1/registry/atxp-dev-cli-atxp-memory/manifest?version=1.0.0

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