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OpenClaw Memory Fusion
by
zhongtw1979
· GitHub ↗
· v1.0.1
· MIT-0
79
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1
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Install in OpenClaw
/install openclaw-memory-fusion-core
Description
Build and operate a unified OpenClaw memory system that combines native Markdown memory, project memory, structured event memory, migration from older PROJEC...
Usage Guidance
This skill is largely coherent with its stated purpose, but review the full Python script before running it on your primary workspace because the provided script was truncated and I couldn't fully audit it. Specific actions you should consider: (1) run the commands in a copy of your workspace or a test environment first (use the default dry-run behavior); (2) inspect the complete scripts/openclaw_memory_fusion.py for any network calls, external-provider code paths, or credential use (especially sections that reference models/providers); (3) confirm you are comfortable with the tool reading and writing files under ~/.openclaw/workspace and creating backups under memory_fusion/checkpoints; (4) avoid supplying any unrelated credentials to the script and check whether it prompts for or expects cloud/model keys before enabling non-local providers. If you want, provide the remainder of the script (truncated portion) and I can re-evaluate with higher confidence.
Capability Analysis
Type: OpenClaw Skill
Name: openclaw-memory-fusion-core
Version: 1.0.1
The skill is a comprehensive utility designed to unify and migrate OpenClaw memory systems into a structured layout. It includes features for auto-capturing events from daily logs, detecting 'drift' in project status, and configuring the OpenClaw memorySearch system. While the script (openclaw_memory_fusion.py) performs high-privilege actions such as modifying the openclaw.json configuration and performing extensive file operations across the workspace, these behaviors are explicitly documented, aligned with the skill's purpose, and protected by safety mechanisms like dry-run defaults and a manifest-based rollback system. No indicators of data exfiltration, unauthorized execution, or malicious prompt injection were found.
Capability Assessment
Purpose & Capability
Name, description, SKILL.md commands, templates, and the included Python script are coherent: the tool operates on workspace Markdown, migrates PROJECTS.md/memory files, creates checkpoints/manifests, and maintains semantic/event artifacts. The requested artifacts and paths (workspace, memory_fusion, projects, ops) match the stated purpose.
Instruction Scope
Instructions direct the agent to run the included Python script against the local OpenClaw workspace (default ~/.openclaw/workspace). The script reads/writes many workspace files, creates backups and manifests, and may read the OpenClaw config (~/.openclaw/openclaw.json). That behavior is expected for a migration tool, but the provided file contents are truncated so I could not verify there are no network calls, telemetry, or provider-specific API usage elsewhere in the script. Commands default to dry-run unless --apply is provided, which is a safety plus.
Install Mechanism
No install spec is present (instruction-only with an included script). This minimizes install-time risk; nothing is downloaded or auto-installed by the skill metadata.
Credentials
The skill declares no required env vars or credentials, which is consistent with a purely local migration tool. However the script contains a DEFAULT_LOCAL_MODEL string (a Hugging Face style identifier) and may support providers; the SKILL.md mentions --provider local. If run with other providers (not documented in metadata), the script could attempt network/model access. Verify whether network providers or credential prompts are implemented before giving it access to sensitive credentials.
Persistence & Privilege
always is false and model invocation is not disabled (normal). The skill writes checkpoints and manifests under workspace/memory_fusion and does not claim to modify other skills or system-wide agent settings. Mutating operations appear to be guarded by explicit --apply flags and create backups prior to changes.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install openclaw-memory-fusion-core - After installation, invoke the skill by name or use
/openclaw-memory-fusion-core - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.1
Fresh clean-slate release under a new slug after privacy scrub.
Metadata
Frequently Asked Questions
What is OpenClaw Memory Fusion?
Build and operate a unified OpenClaw memory system that combines native Markdown memory, project memory, structured event memory, migration from older PROJEC... It is an AI Agent Skill for Claude Code / OpenClaw, with 79 downloads so far.
How do I install OpenClaw Memory Fusion?
Run "/install openclaw-memory-fusion-core" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is OpenClaw Memory Fusion free?
Yes, OpenClaw Memory Fusion is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does OpenClaw Memory Fusion support?
OpenClaw Memory Fusion is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created OpenClaw Memory Fusion?
It is built and maintained by zhongtw1979 (@zhongtw1979); the current version is v1.0.1.
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