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Oraclaw Graph
by
Whatsonyourmind
· GitHub ↗
· v1.0.0
· MIT-0
118
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0
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Active Installs
1
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Install in OpenClaw
/install oraclaw-graph
Description
Network intelligence for AI agents. PageRank, community detection (Louvain), critical path, and bottleneck analysis for any graph of connected things.
Usage Guidance
This skill appears coherent for a hosted graph-analysis API: providing an ORACLAW_API_KEY is expected. Before installing, verify the provider (https://oraclaw.dev/graph), read their privacy policy and terms, and confirm what endpoint your data will be sent to. Do not upload sensitive or regulated data until you understand retention and access rules. Monitor the ORACLAW_API_KEY usage and rotate/revoke it if misuse is suspected. Note the pricing line (USDC on Base via x402) — confirm how billing is handled and whether any wallet or payment action is required. If you need to test, use synthetic data first and request a least-privileged/test API key from the provider.
Capability Analysis
Type: OpenClaw Skill
Name: oraclaw-graph
Version: 1.0.0
The skill bundle defines a graph analytics tool for network intelligence tasks like PageRank and community detection. It requires an external API key (ORACLAW_API_KEY) and provides functional instructions for the agent to process node and edge data. No malicious code, data exfiltration logic, or harmful prompt injection attempts were found in SKILL.md or _meta.json.
Capability Assessment
Purpose & Capability
Name/description describe graph analytics (PageRank, Louvain, critical path). The only requested credential is ORACLAW_API_KEY which is appropriate for a hosted API-based analysis service. No unrelated binaries, config paths, or extra credentials are requested.
Instruction Scope
SKILL.md defines an analyze_decision_graph tool and input/output schema and stays within the advertised graph-analysis function. It does not contain instructions to read unrelated system files or env vars. However it lacks explicit runtime details: no concrete API endpoint, no data handling or PII/redaction guidance, and no clarity about where graph data is transmitted (the homepage is provided but the runtime network target is unspecified). You should assume your graphs (which may contain sensitive info) will be sent to the provider.
Install Mechanism
Instruction-only skill with no install spec and no files to execute. This minimizes local write/execute risk.
Credentials
Requires a single API key (ORACLAW_API_KEY) as the primary credential, which matches a hosted API service. No other tokens, keys, or unrelated environment variables are requested.
Persistence & Privilege
Skill is not forced-always (always: false) and uses standard agent invocation settings. It does not request persistent system-wide privileges or attempt to modify other skills/configs.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install oraclaw-graph - After installation, invoke the skill by name or use
/oraclaw-graph - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
- Initial release of oraclaw-graph skill (v1.0.0).
- Provides network intelligence tools: PageRank, Louvain community detection, critical path, and bottleneck analysis.
- Accepts graphs with custom node and edge types, supporting various connected data scenarios.
- Requires ORACLAW_API_KEY for access; free tier available (500 analyses/month), $0.05 per analysis after.
- Detailed input/output specifications, supporting AI agents in advanced network analysis tasks.
Metadata
Frequently Asked Questions
What is Oraclaw Graph?
Network intelligence for AI agents. PageRank, community detection (Louvain), critical path, and bottleneck analysis for any graph of connected things. It is an AI Agent Skill for Claude Code / OpenClaw, with 118 downloads so far.
How do I install Oraclaw Graph?
Run "/install oraclaw-graph" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Oraclaw Graph free?
Yes, Oraclaw Graph is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Oraclaw Graph support?
Oraclaw Graph is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Oraclaw Graph?
It is built and maintained by Whatsonyourmind (@whatsonyourmind); the current version is v1.0.0.
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