graphify

graphify is a skill for Claude Code from Howell5/willhong-skills. It costs 49 tokens per session (786 once invoked), scanned A, original, no licence file.

A code-exploration tool that builds a structural index of a codebase, including classes, functions, imports, and connections between function calls. It uses tree-sitter for 12 programming languages and is triggered with /graphify.

In plain words
What is it for?
Exploring an unfamiliar repository, locating relevant code structures, and refreshing the code map after edits.
Why use it?
It helps an agent understand unfamiliar code before searching or editing files. The index can show how code parts are organised and connected.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter.

Good fit Exploring an unfamiliar repository, locating relevant code structures, and refreshing the code map after edits.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/howell5/willhong-skills/graphify
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 Howell5/willhong-skills --skill graphify
Clone the repo
git clone --depth 1 https://github.com/Howell5/willhong-skills

Made for: Claude Code.

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 graphify

README.md
[![agentmods](https://agentmods.dev/badge/skills/howell5/willhong-skills/graphify.svg)](https://agentmods.dev/skills/howell5/willhong-skills/graphify)
Your own site
<a href="https://agentmods.dev/skills/howell5/willhong-skills/graphify"><img src="https://agentmods.dev/badge/skills/howell5/willhong-skills/graphify.svg" alt="Measured on agentmods" height="20"></a>
Per session 49 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 786 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. Third-party audits
  • Socket pass 26 Apr 2026
  • Snyk pass 26 Apr 2026
How audits are shown
Origin unknown 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 $0.00049 $0.00786
Opus 5 $0.00024 $0.00393
Sonnet 5 $0.00010 $0.00157
Haiku 4.5 $0.00005 $0.00079

Measured 7d ago against content hash 846c98d2394b, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-07, from the pricing page.

Security

Grade A, and why

graphify 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 7d 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.

skills/graphify/SKILL.md · 90 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

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. 7d ago First seen · 90 lines · 49 tokens per session scan A 846c98d2394b

Subscribe to this mod's changes

graphify is a skill published in the GitHub repository Howell5/willhong-skills (1 stars, last pushed 23d ago), with no licence file. It adds 49 tokens to every session and 786 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 2026-08-31.

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