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Install in OpenClaw
/install memory-graph
Description
Visualize and explore Luhmann-encoded memory clusters as interactive graphs with narrative overlays, cluster highlighting, and export options.
Usage Guidance
This skill references a 'memory-graph' CLI and capabilities (cross-user discovery, real-time updates) but provides no code, install steps, or source. Before installing or enabling it: 1) ask the author for the install instructions or a link to the source/release (GitHub or vendor page); 2) confirm whether your environment already has a trusted 'memory-graph' binary—if not, do not assume it will appear; 3) clarify what data sources the skill uses and whether it accesses other users' data; 4) request explicit required env vars or credentials and justify them; 5) if you must try it, run it in a sandboxed environment and monitor network/file access. The current mismatch (expected CLI vs no provided install/source) is the main reason to treat this as suspicious.
Capability Analysis
Type: OpenClaw Skill
Name: memory-graph
Version: 1.0.0
The skill bundle contains only metadata and documentation for a memory visualization tool. There is no executable code or suspicious instructions present in SKILL.md or _meta.json, and the described functionality (rendering and exporting knowledge graphs) is consistent with its stated purpose.
Capability Assessment
Purpose & Capability
The SKILL.md shows CLI commands (memory-graph render/explore/export) and describes features like cross-user discovery and real-time updates, but the skill declares no install spec, no required binaries, and no source/homepage. Either the environment must already have an unrelated binary named 'memory-graph' (not declared) or the skill is missing required artifacts. This is an incoherence between stated functionality and what is provided.
Instruction Scope
The instructions themselves are short and do not direct reading of system files or environment variables, which is good. However they are vague about data sources (where memories/graphs come from), what 'cross-user connection discovery' requires (access to other users' data?), and how 'real-time updates' are implemented (network/webhooks). That vagueness gives the agent broad discretion and could lead to unexpected data access if implemented later.
Install Mechanism
There is no install spec (instruction-only), which is low-risk in general, but problematic here because the SKILL.md clearly expects a CLI tool. The absence of an install or declared required binary is inconsistent and should be clarified.
Credentials
The skill declares no environment variables, credentials, or config paths. There is no immediate request for secrets or unrelated credentials.
Persistence & Privilege
The skill is not marked always:true and is user-invocable. It does not request persistent system presence or modify other skill configs based on the provided metadata.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install memory-graph - After installation, invoke the skill by name or use
/memory-graph - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release of memory-graph
- Visualizes Luhmann-encoded memories as interactive node-link diagrams.
- Supports cluster-aware layouts with automatic grouping and narrative overlays.
- Enables interactive exploration, real-time updates, and export to SVG/PNG/JSON.
- Detects cross-user connections and provides WebView-ready output for embedding.
Metadata
Frequently Asked Questions
What is Memory Graph?
Visualize and explore Luhmann-encoded memory clusters as interactive graphs with narrative overlays, cluster highlighting, and export options. It is an AI Agent Skill for Claude Code / OpenClaw, with 722 downloads so far.
How do I install Memory Graph?
Run "/install memory-graph" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Memory Graph free?
Yes, Memory Graph is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Memory Graph support?
Memory Graph is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Memory Graph?
It is built and maintained by Kobe (@kkw-21); the current version is v1.0.0.
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