A command that turns a code-and-documentation folder into an interactive knowledge graph. A knowledge graph maps files and relationships so a project can be explored as connected parts.

Building local code graphs, grouping related parts of a project, generating graph reports, and opening an interactive graph view.

It gives an overview of a repository's structure and communities without requiring the assistant to reread every source file.

graph — Command for Claude Code by MarcosNahuel/antigravity-plugin-cc

Install

Getting it into your agent

This one installs as part of its plugin. Adding the marketplace and installing the plugin brings it with everything else the plugin ships.

Claude Code

/plugin marketplace add MarcosNahuel/antigravity-plugin-cc

Claude Code

/plugin install antigravity

Made for: Claude Code.

Or install antigravity, the plugin that ships this one along with the rest of its 2 skills, 22 commands, 1 agent.

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/commands/marcosnahuel/antigravity-plugin-cc/graph/github.svg)](https://agentmods.dev/commands/marcosnahuel/antigravity-plugin-cc/graph)

Your own site

<a href="https://agentmods.dev/commands/marcosnahuel/antigravity-plugin-cc/graph"><img src="https://agentmods.dev/badge/commands/marcosnahuel/antigravity-plugin-cc/graph/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/commands/marcosnahuel/antigravity-plugin-cc/graph"><img src="https://agentmods.dev/badge/commands/marcosnahuel/antigravity-plugin-cc/graph.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 106 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.

When invoked 1,434 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.

Origin original 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	$0.00106	$0.01434
Opus 5.5	$0.00042	$0.00574
Sonnet 5.5	$0.00021	$0.00287
Haiku 4.5	$0.00011	$0.00143

Measured 1mo ago against content hash eb4a162c945b, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

graph 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 1mo 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.

plugins/antigravity/commands/graph.md · 103 lines

How it starts

The opening of the file, as written. The whole thing — 103 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Turn a folder into a queryable knowledge graph using Graphify.

Since Graphify 0.9 the code graph is deterministic and local — tree-sitter ASTs, no LLM, no API key, no tokens on anyone's budget. The one step that wants a language model is naming the communities, and this plugin hands that to Gemini via agy (one call), so the host assistant still spends nothing. Claude then reads the small graph.json / GRAPH_REPORT.md to reason — no re-reading the raw files.

Raw user request: $ARGUMENTS

Phase 0 — Ensure the stack (ONE Bash call)

Parse $ARGUMENTS: the leading existing-directory token is the folder. Then:

python "${CLAUDE_PLUGIN_ROOT:-$PWD/plugins/antigravity}/scripts/graphify_install.py"

Last line READY → continue with everything below.
READY_NO_AGY → continue, but skip Phase 2 (communities keep hub-derived names). Mention that installing + signing into agy (https://antigravity.google) gets them named.
MISSING / non-zero exit → relay the printed reason and stop.
Also capture the GRAPHIFY_CMD= line — it is how to invoke Graphify on this machine (the console script, or "<python>" -m graphify when the Scripts dir is not on PATH). Use it verbatim below as $GFY.

Phase 1 — Build the graph (local, free)

eval "$(python "${CLAUDE_PLUGIN_ROOT:-$PWD/plugins/antigravity}/scripts/graphify_outdir.py" "<FOLDER>")"
$GFY extract "<FOLDER>" --code-only

graphify_outdir.py is the Windows MAX_PATH guard: past ~140 characters of project path the AST cache filename crosses Windows' 260-char ceiling, and Graphify then prints "AST extraction failed" + "graph is empty" and still exits 0. For deep projects it emits an export GRAPHIFY_OUT=... line (relocating the outputs, and telling you where on stderr); for short paths and non-Windows it prints nothing, so the eval is a no-op. Keep the same environment for every later phase — the sidecars live wherever this pointed.
Note the found N code, M docs, P papers, Q images line — you need M+P+Q in Phase 4.
Honest gate: if the output says graph is empty or 0 nodes, the run FAILED. Say so and stop; do not present an empty graph as a result. Exit code 0 does not mean success here.

Read the full file on GitHub · 103 lines

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.

1mo ago Changed eb4a162c945b
1mo ago First seen · 103 lines · 106 tokens per session scan A eb611f2596ac

Subscribe to this mod's changes

graph is a command published in the GitHub repository MarcosNahuel/antigravity-plugin-cc (30 stars, last pushed 8d ago), licensed MIT. It adds 106 tokens to every session and 1,434 once invoked, about $0.0004 per session on Opus 5.5. 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 2026-08-30.

Analytics and metrics Claude Code anthropic antigravity claude-code-plugin deep-research gemini

gemini-imagegen

Generate or edit an image via a Gemini (agy) session — Gemini's generateimage tool does what Claude cannot.

Vallykrie/gemini-swarm-skill · 22 tokens

deep

A command for researching a topic from seven perspectives, including product strategy, user experience, technology, practice, academic work, history, and online discussion. It combines the findings into a web report, Markdown document, and Notion page.

Hayes-Zhang/deep-research · 27 tokens

graph