Holistic Memory System v5 [BETA]

6-layer autonomous memory system for OpenClaw agents

Security Scan

The package is internally consistent with its stated purpose (a local, multi-layer memory system): it reads/writes files under your home directory, talks to a local Qdrant, and installs cron jobs; there is no evidence of remote exfiltration or unrelated credential requests, but it will persistently modify your user crontab and create files under ~/.openclaw so review before installing.

Purpose & Capability

Name/description (6-layer memory system) align with the included assets: scripts implement logging (L3), nebula (L6), GNN heuristics, Qdrant integration (L4), crystallization to Obsidian (L5), health checks, and a cron manager. Required env/binaries are minimal/none and consistent with a local-only memory system.

Instruction Scope

SKILL.md and README instruct the user to copy the files into ~/.openclaw/skills, make scripts executable, and optionally run the health check. The runtime instructions and scripts operate on local paths (~/.openclaw/*), call the local 'openclaw' CLI and curl to localhost:6333 (Qdrant). They create/read logs, nebula.json, and Obsidian notes. Nothing in SKILL.md instructs reading unrelated system locations or sending data to external hosts.

Install Mechanism

There is no remote install step or download URL — it's an instruction-only skill with bundled scripts. That reduces supply-chain risk. The code writes files into user home directories when run (expected for this kind of skill).

Credentials

The skill requests no environment variables or external credentials. It uses local services only (expects Qdrant at localhost:6333 and optional Syncthing folders). All file writes and subprocess calls relate to its stated memory-management purpose.

Persistence & Privilege

The cron manager will modify the user's crontab and write a marker under ~/.openclaw/cron; install_system_crons uses crontab - to add entries. Cron entries are persistent and will run scripts periodically (decay, crystallize, health checks). Some crontab lines in the code are hardcoded to /home/ezekiel, which could lead to incorrect paths on non-matching systems — a quality/usability issue rather than an explicit malicious action.

Assessment

This skill appears to do what it claims: it stores logs and notes under ~/.openclaw, queries a local Qdrant, runs a light GNN heuristic, and installs periodic maintenance via cron. Before installing: 1) Inspect the bundle yourself (you were given the files) and confirm you are comfortable with scripts writing under ~/.openclaw and creating crontab entries. 2) Back up your current crontab (crontab -l > crontab.bak) so you can restore it. 3) Note the crontab entries include hardcoded '/home/ezekiel' paths in some places — edit the cron-manager or the generated crontab to use your actual home path if needed. 4) If you do not run Qdrant locally, the health check will report it unreachable; the skill will not automatically start remote services. 5) If you want further assurance, run the scripts in a disposable/sandbox environment (container or VM) first to observe behavior. Overall the package is coherent with its purpose and shows no signs of credential exfiltration or external network calls to unknown hosts, but it is persistent (crons + files) so review and test before adding to a production agent.

STATUS: BETA
BUILD: Axioma Cluster (Ezekiel, Morgana, Merlin)
DATE: 2026-04-18

6-Layer Memory Architecture

L1: RESET (OpenClaw memory)
L2: INDEX (PKM filesystem)
L3: LOGS (JSONL raw traces)
L4: QDRANT (vector semantic search)
L5: OBSIDIAN (crystallized notes)
L6: NEBULA + GNN (semantic map + anticipation)

New in v5 Fixed

• GNN module for intuitive anticipation
• L2 INDEX properly documented
• Gravity sink for long-term node decay
• Qdrant 4 collections

Scripts Included

• ezekiel_log.py (L3)
• ezekiel_nebula.py (L6)
• ezekiel_gnn.py (L6 GNN)
• ezekiel_qdrant.py (L4)
• ezekiel_crystallizer.py (L5)
• ezekiel_health_check.py
• ezekiel_cron_manager.py
• ezekiel_memory_startup.sh

Installation

cp -r holistic-memory-system ~/.openclaw/skills/
chmod +x ~/.openclaw/skills/holistic-memory-system/scripts/*
python3 ~/.openclaw/skills/holistic-memory-system/scripts/ezekiel_health_check.py

Credits

Axioma Cluster - 2026