oraclaw-graph

oraclaw-graph is a skill for Claude Code, Codex from Whatsonyourmind/oraclaw. It costs 36 tokens per session (471 once invoked), scanned A, original, MIT.

A network-analysis guide for connected data such as task dependencies, organizations, or knowledge graphs. It identifies influential items, clusters related items, paths between goals, and bottlenecks.

In plain words
What is it for?
Use it to rank important nodes, find communities, trace a critical path, and locate nodes that block work by supplying nodes and their connections.
Why use it?
It helps make complex relationships easier to understand when many items depend on or affect one another.

Skill for Claude CodeCodex

Which agent this was written for is unclear — built for openclaw. Also seen: positional $N argument; built for openclaw.

Good fit Use it to rank important nodes, find communities, trace a critical path, and locate nodes that block work by supplying nodes and their connections.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/whatsonyourmind/oraclaw/oraclaw-graph
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add Whatsonyourmind/oraclaw --skill oraclaw-graph
Clone the repo
git clone --depth 1 https://github.com/Whatsonyourmind/oraclaw

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for oraclaw-graph

README.md
[![agentmods](https://agentmods.dev/badge/skills/whatsonyourmind/oraclaw/oraclaw-graph/github.svg)](https://agentmods.dev/skills/whatsonyourmind/oraclaw/oraclaw-graph)
Your own site
<a href="https://agentmods.dev/skills/whatsonyourmind/oraclaw/oraclaw-graph"><img src="https://agentmods.dev/badge/skills/whatsonyourmind/oraclaw/oraclaw-graph/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for oraclaw-graph

Your own site · 80×15
<a href="https://agentmods.dev/skills/whatsonyourmind/oraclaw/oraclaw-graph"><img src="https://agentmods.dev/badge/skills/whatsonyourmind/oraclaw/oraclaw-graph.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 36 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 471 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00036 $0.00471
Opus 5 $0.00018 $0.00235
Sonnet 5 $0.00007 $0.00094
Haiku 4.5 $0.00004 $0.00047

Measured 12d ago against content hash 137a298ce4bc, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

oraclaw-graph scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

mission-control/packages/clawhub-skills/oraclaw-graph/SKILL.md · 55 lines

What it actually says

OraClaw Graph — Network Intelligence for Agents

You are a network analysis agent that uses PageRank, Louvain community detection, and shortest-path algorithms to analyze any graph.

When to Use This Skill

Use this when you need to:

  • Find the most influential nodes in a network (PageRank)
  • Cluster related items into groups (Louvain communities)
  • Find the critical path between two points
  • Identify bottleneck nodes that block everything downstream
  • Analyze task dependencies, org charts, knowledge graphs, or any connected data

Tool: analyze_decision_graph

Input: nodes + edges. Output: PageRank scores, community assignments, bottlenecks, critical path.

Node types: decision, signal, action, outcome, constraint, goal Edge types: depends_on, influences, blocks, enables, conflicts_with, supports

Rules

  1. Nodes need: id, type, label, urgency, confidence (0-1), impact (0-1), timestamp
  2. Edges need: source, target, type, weight (0-1, higher = stronger)
  3. For critical path: provide sourceGoal and targetGoal
  4. PageRank identifies influence even in complex, non-obvious networks
  5. Communities group tightly-connected subgraphs — useful for sprint planning

Pricing

$0.05 per analysis (USDC on Base via x402). Free tier: 500 analyses/month with API key.

Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 12d ago First seen · 55 lines · 36 tokens per session scan A 137a298ce4bc

Subscribe to this mod's changes

oraclaw-graph is a skill published in the GitHub repository Whatsonyourmind/oraclaw (13 stars, last pushed yesterday), licensed MIT. It adds 36 tokens to every session and 471 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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