Agent skill

atxp-memory

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

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Install this agent skill to your Project

npx add-skill https://github.com/atxp-dev/cli/tree/main/skills/atxp-memory

Metadata

Additional technical details for this skill

requires
{
    "env": [
        {
            "name": "ATXP_CONNECTION",
            "required": false,
            "description": "Auth token (created by npx atxp@latest login or agent register). Required for push/pull/status cloud operations. Not required for local index/search."
        }
    ],
    "node": ">=18",
    "binaries": [
        "node",
        "npx"
    ],
    "optionalDependencies": [
        {
            "name": "@zvec/zvec",
            "description": "Embedded vector database for local memory search (required for index/search subcommands)"
        }
    ]
}

SKILL.md

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:

bash
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.

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