knowledge-graph

SkillDev tools

Build, refresh and query a deterministic code knowledge graph to cut orientation-token cost. Triggers: knowledge graph, graphify, code graph, god nodes, orientation cost, map the codebase, what connects, callers of, blast radius.

Use knowledge-graph in Claude, ChatGPT or Ahel Desktop

Free. Sign in, add knowledge-graph and connect your AI. About a minute.

Claude ChatGPT Ahel Desktop

Also: Claude Code · Cursor · Codex

Then ask your AI: use the knowledge-graph skill

Details

Instructions available. Your AI can read the instructions. Execution depends on the setup they require.

Account requirements not reviewed. Check the skill instructions before use; Ahel provides instructions and does not run this skill.

No other account needed.

Add Ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.

knowledge-graphStart free

What this skill tells your AI

The instructions your AI receives, as published by hashgraph-online/awesome-codex-plugins in plugins/ariaxhan/kernel-claude/skills/knowledge-graph/SKILL.md and read by Ahel’s review.

The saving is CONDITIONAL on repo size × tangle, not a fixed multiplier. Measured on real repos: ~5.7x fewer tokens/query on a mid-size service, ~73x on a large interconnected one, ~13% on a tiny library. The graph query cost is ~constant; naive full-corpus cost scales with size — so reduction = corpus ÷ constant. Do the arithmetic on YOUR repo, don't quote a headline.

Hard boundary: the graph helps NAVIGATION, not REASONING. "Design a cache", "why is this slow" get zero lift. It gathers context efficiently; it does not think for the model.

Signals

GitHub stars: 1k
Forks: 316
Last commit: Oct 2026

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Item type: skill
Key: knowledge-graph-hashgraph-online
Source: github.com/hashgraph-online/awesome-codex-plugins

github.com/hashgraph-online/awesome-codex-plugins

knowledge-graph

Use knowledge-graph in Claude, ChatGPT or Ahel Desktop

What this skill tells your AI

Signals

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