graphify

A persistent knowledge graph builder and query tool for mapping relationships across a software repository.

In plain words
What is it for?
Use it for explicit Graphify requests, an existing graphify-out/graph.json file, or repository-wide, multi-step architecture and impact analysis.
Why use it?
It helps trace how several modules connect and assess wider architecture or change impact without relying only on isolated file searches.

Skill for Claude CodeCodex

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.

agentmods
npx agentmods add skills/jaehanbyun/dotfiles/graphify
Any agent
npx skills add jaehanbyun/dotfiles --skill graphify
Clone the repo
git clone --depth 1 https://github.com/jaehanbyun/dotfiles

Made for: Claude Code, Codex.

Per session 78 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 9,722 The whole file, excluding the scripts and references it only reads on demand.
Security scan B 1 finding. Scan, not verified.
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 $0.00078 $0.09722
Opus 5 $0.00039 $0.04861
Sonnet 5 $0.00016 $0.01944
Haiku 4.5 $0.00008 $0.00972

Measured yesterday against content hash aec820ea248e, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade B, and why

graphify scanned grade B with 1 finding 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 yesterday.

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.

Unrestricted tool accessmediumExcessive agency

A wildcard tool grant or "run any command" leaves no least-privilege boundary at all.

If the user invoked `/graphify --help` or `/graphify -h` (with no other arguments), print the contents of the `## Usage` section above verbatim and stop. Do not run any commands, do not detect files, do not default the p
.claude/skills/graphify/SKILL.md · 680 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

Files

What ships with it

9 files 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. yesterday First seen · 680 lines · 78 tokens per session scan B aec820ea248e

Subscribe to this mod's changes

graphify is a skill published in the GitHub repository jaehanbyun/dotfiles (2 stars, last pushed 7d ago), with no licence file. It adds 78 tokens to every session and 9,722 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it B with 1 finding (unrestricted tool access). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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