A codebase-analysis skill that turns code, documents, papers, images, or videos into a persistent knowledge graph. A knowledge graph records entities and their relationships so related information can be queried together.

Answering questions about a codebase and exploring relationships among its files, components, and other supplied materials.

It provides a structured way to investigate architecture, file relationships, and project content instead of searching each item in isolation.

How MoonCellar-Team/MoonCellar configures Claude Code and Codex

Reuse

Borrowing it

Nothing to install: this file belongs to MoonCellar-Team/MoonCellar. 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/MoonCellar-Team/MoonCellar/main/.agents/skills/graphify/SKILL.md

Clone the repo

git clone --depth 1 https://github.com/MoonCellar-Team/MoonCellar

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.

README.md

[![agentmods](https://agentmods.dev/badge/skills/mooncellar-team/mooncellar/graphify/github.svg)](https://agentmods.dev/skills/mooncellar-team/mooncellar/graphify)

Your own site

<a href="https://agentmods.dev/skills/mooncellar-team/mooncellar/graphify"><img src="https://agentmods.dev/badge/skills/mooncellar-team/mooncellar/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.

Your own site · 80×15

<a href="https://agentmods.dev/skills/mooncellar-team/mooncellar/graphify"><img src="https://agentmods.dev/badge/skills/mooncellar-team/mooncellar/graphify.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 76 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 10,393 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.

Model	Per session	Once invoked
Fable 5.1	$0.00076	$0.10393
Opus 5.5	$0.00030	$0.04157
Sonnet 5.5	$0.00015	$0.02079
Haiku 4.5	$0.00008	$0.01039

Measured yesterday against content hash 3e4d30df5a93, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, 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

.agents/skills/graphify/SKILL.md · 714 lines

The source is not reproduced here

A licence we could not identify

The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.

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.

yesterday First seen · 714 lines · 76 tokens per session scan B 3e4d30df5a93

Subscribe to this mod's changes

graphify is a skill published in the GitHub repository MoonCellar-Team/MoonCellar (5 stars, last pushed 4d ago), with no licence file. It adds 76 tokens to every session and 10,393 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 2026-11-07.

Data and AI anime bun feature-sliced-design games nextjs

graphify next to 6 skills from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
graphifyMoonCellar-Team/MoonCellar	Skill	5	4d ago	none	B	76	Claude Code, Codex
system-promptscan1357/oh-my-pi	Skill	38k	today	MIT	A	40	Claude Code, Codex
tool-prompt-optimizationcan1357/oh-my-pi	Skill	38k	today	MIT	A	0	Claude Code, Codex
pyhealthsynthetic-sciences/openscience	Skill	4.4k	yesterday	Apache-2.0	A	109	Claude Code, Codex
deepchemsynthetic-sciences/openscience	Skill	4.4k	yesterday	Apache-2.0	A	78	Claude Code, Codex
together-ai-inferencesynthetic-sciences/openscience	Skill	4.4k	yesterday	Apache-2.0	A	55	Claude Code, Codex
shapsynthetic-sciences/openscience	Skill	4.4k	yesterday	Apache-2.0	A	109	Claude Code, Codex

MoonCellar: Skill for Claude Code