graphify-windows

A codebase and content analysis skill that turns code, documents, papers, images, and videos into a persistent knowledge graph. A knowledge graph stores connected information so relationships can be queried.

In plain words
What is it for?
Use it to investigate a codebase, understand its architecture, trace file relationships, or query project content, especially when graphify-out/ exists.
Why use it?
It helps answer architecture and file-relationship questions when information is spread across many project files or media types.

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/jan-bogaerts/md2/graphify
Any agent
npx skills add jan-bogaerts/md2 --skill graphify
Clone the repo
git clone --depth 1 https://github.com/jan-bogaerts/md2

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 8,612 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 $0.08612
Opus 5 $0.00039 $0.04306
Sonnet 5 $0.00016 $0.01722
Haiku 4.5 $0.00008 $0.00861

Measured 3d ago against content hash e24bbe88ab0b, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade B, and why

graphify-windows 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 3d 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.

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
.agents/graphify/SKILL.md · 653 lines

The source is not reproduced here

Licensed AGPL-3.0

The repository is licensed AGPL-3.0, which this catalogue does not treat as permission to reproduce the file. Read it at the source.

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. 3d ago First seen · 653 lines · 78 tokens per session scan B e24bbe88ab0b

Subscribe to this mod's changes

graphify-windows is a skill published in the GitHub repository jan-bogaerts/md2 (10 stars, last pushed 6d ago), licensed AGPL-3.0. It adds 78 tokens to every session and 8,612 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.