atxp-memory

v2026.09.24

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

GitHub
Install command
npx skhub add atxp-dev/atxp-memory
Markdown
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

CapabilityDescription
Cloud BackupPush/pull .md files to ATXP servers for disaster recovery
Local SearchIndex .md files into a local zvec vector database, then search by natural language query
StatusView 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

SituationCommand
After meaningful changes to SOUL.md, MEMORY.md, or at end of sessionpush
Bootstrapping a fresh workspace or recovering from environment losspull
After updating memory files and before starting a task that requires recallindex
Looking for relevant context in past memoriessearch
Verify backup exists before risky operationsstatus

Commands Reference

CommandDescription
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

OptionRequiredDescription
--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.
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Version
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Version

v2026.09.24

Published

Sep 24, 2026

Category

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Source path

skills/atxp-memory

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main

Latest commit

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