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md2: Skill for Claude Code

.agents/graphify/SKILL.md

graphify-windows is a skill for Claude Code, Codex from jan-bogaerts/md2. It costs 78 tokens per session (8,612 once invoked), scanned B, original, AGPL-3.0.

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

Which agent this was written for is unclear — body not stored (licence); the path alone says nothing. Also seen: installed under .agents/ (shared by several agents).

This is jan-bogaerts/md2's own configuration. It tells Claude Code and Codex how to work on md2 itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything md2 configures →

not rated 42repo +3 yesterday B scan 78 tokens AGPL-3.0
View source ↗ jan-bogaerts/md2 jan-bogaerts.github.io
Reuse

Borrowing it

Nothing to install: this file belongs to jan-bogaerts/md2. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/jan-bogaerts/md2/main/.agents/graphify/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/jan-bogaerts/md2

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 graphify-windows

README.md
[![agentmods](https://agentmods.dev/badge/skills/jan-bogaerts/md2/graphify/github.svg)](https://agentmods.dev/skills/jan-bogaerts/md2/graphify)
Your own site
<a href="https://agentmods.dev/skills/jan-bogaerts/md2/graphify"><img src="https://agentmods.dev/badge/skills/jan-bogaerts/md2/graphify/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 graphify-windows

Your own site · 80×15
<a href="https://agentmods.dev/skills/jan-bogaerts/md2/graphify"><img src="https://agentmods.dev/badge/skills/jan-bogaerts/md2/graphify.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
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. A grade says what 26 rules found in the file — not that it is safe.
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 $0.00078 $0.08612
Opus 5.5 $0.00031 $0.03445
Sonnet 5.5 $0.00016 $0.01722
Haiku 4.5 $0.00008 $0.00861

Measured 2mo ago against content hash e24bbe88ab0b, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, 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 2mo 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. 2mo 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 (42 stars, last pushed yesterday), licensed AGPL-3.0. It adds 78 tokens to every session and 8,612 once invoked, about $0.0003 per session on Opus 5.5. 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.

Data and AIai-agentsai-codingai-toolsautomationelectronkanban
Related

graphify-windows compared with skills from other repositories

graphify-windows next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
graphify-windowsjan-bogaerts/md2Skill42yesterdayAGPL-3.0B78Claude Code, Codex
ai-ml-developmenttravisjneuman/.claudeSkill107todayMITA43Claude Code, Codex
llm-app-developmenttravisjneuman/.claudeSkill107todayMITA22Claude Code, Codex
ai-policy-generatortravisjneuman/.claudeSkill107todayMITA42Claude Code, Codex
agent-data-engineertravisjneuman/.claudeSkill107todayMITA82Claude Code
data-sciencetravisjneuman/.claudeSkill107todayMITA47Claude Code, Codex
data-engineeringtravisjneuman/.claudeSkill107todayMITA70Claude Code, Codex