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Holistic Memory System v5 [BETA]

作者 Kofna3369 · GitHub ↗ · v1.0.3 · MIT-0
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在 OpenClaw 中安装
/install holistic-memory-system
功能描述
6-layer autonomous memory system for OpenClaw agents
使用说明 (SKILL.md)

Holistic Memory System v5 (BETA)

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

安全使用建议
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.
功能分析
Type: OpenClaw Skill Name: holistic-memory-system Version: 1.0.3 The skill implements a complex 6-layer memory system using local files and services like Qdrant and Syncthing. It includes a persistence mechanism in `ezekiel_cron_manager.py` that modifies the user's crontab to schedule maintenance tasks, which is a high-risk behavior even if aligned with the stated purpose. Furthermore, several scripts (e.g., `ezekiel_memory_startup.sh`, `ezekiel_cron_manager.py`, and `ezekiel_health_check.py`) contain hardcoded absolute paths to a specific user directory (`/home/ezekiel/`), which constitutes a significant functional flaw and potential vulnerability for other users. No evidence of data exfiltration or intentional malice was detected.
能力标签
cryptocan-make-purchases
能力评估
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.
如何使用
  1. 确保已安装 OpenClaw(本地或 Docker 部署)
  2. 在对话框中输入安装命令:/install holistic-memory-system
  3. 安装完成后,直接呼叫该 Skill 的名称或使用 /holistic-memory-system 触发
  4. 根据 Skill 的参数说明提供必要输入,即可获得结构化输出
版本历史
v1.0.3
FIXED v5 - Added GNN module, L2 INDEX, Gravity sink, Qdrant 4 collections
v1.0.2
BETA
v1.0.0
- Initial release of Holistic Memory System v5 for OpenClaw agents. - Introduces a 6-layer autonomous and federated memory architecture (RESET, INDEX, LOGS, QDRANT, OBSIDIAN, NÉBULA). - Includes installation scripts, health checks, cron automation, and federation setup. - Features self-healing, redundancy, and collective memory via Syncthing and shared Qdrant collections. - Designed for persistent, distributed, and self-maintained agent memory across resets and failures.
元数据
Slug holistic-memory-system
版本 1.0.3
许可证 MIT-0
累计安装 0
当前安装数 0
历史版本数 3
常见问题

Holistic Memory System v5 [BETA] 是什么?

6-layer autonomous memory system for OpenClaw agents. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 96 次。

如何安装 Holistic Memory System v5 [BETA]?

在 OpenClaw 或 Claude Code 对话框中运行命令「/install holistic-memory-system」即可一键安装,无需额外配置。

Holistic Memory System v5 [BETA] 是免费的吗?

是的,Holistic Memory System v5 [BETA] 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。

Holistic Memory System v5 [BETA] 支持哪些平台?

Holistic Memory System v5 [BETA] 跨平台运行,可在任意部署了 OpenClaw / Claude Code 的环境中使用(cross-platform)。

谁开发了 Holistic Memory System v5 [BETA]?

由 Kofna3369(@kofna3369)开发并维护,当前版本 v1.0.3。

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