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.
/plugin marketplace add MattArtzAnthro/gephi-ai/plugin install gephi-network-analysisWrote 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.
[](https://agentmods.dev/commands/mattartzanthro/gephi-ai/visualize)<a href="https://agentmods.dev/commands/mattartzanthro/gephi-ai/visualize"><img src="https://agentmods.dev/badge/commands/mattartzanthro/gephi-ai/visualize/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.
<a href="https://agentmods.dev/commands/mattartzanthro/gephi-ai/visualize"><img src="https://agentmods.dev/badge/commands/mattartzanthro/gephi-ai/visualize.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.00000 | $0.00460 |
| Opus 5.5 | $0.00000 | $0.00184 |
| Sonnet 5.5 | $0.00000 | $0.00092 |
| Haiku 4.5 | $0.00000 | $0.00046 |
Grade A, and why
visualize 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 19d 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.
What it actually says
Visualize
Take the graph currently open in Gephi to a genuinely good map: real structure
visible, hubs prominent, communities unmistakable, edges informative but quiet,
nothing invisible. This lays out and styles the graph in place; for export alone,
use /export-map.
Rules this command must keep
- Stability. Run
gephi_community_stabilitybefore naming, captioning, or colouring by groups, and say how stable they are. - Caption and legend. Every export ships with a copy-ready caption (data, layout and settings, what size and colour encode, what the map does and does not show) and, when colour encodes groups, a legend (
gephi_export_legend).
Steps
-
Load the gephi skill first. Before any Gephi call, load the
gephi-network-analysis:gephiskill. Its rules apply to every step below; this command repeats only the ones it is most likely to break. -
Dispatch the layout-iterator agent. It runs the whole run, visual check, inspect, and adjust loop in its own context, following
${CLAUDE_PLUGIN_ROOT}/skills/gephi/references/layout-guide.md, so the dozens of intermediate exports and diagnoses stay out of this conversation. Pass the partition column from$ARGUMENTS(if given) so the agent colors by it, after checking it is topologically real and stable. If$ARGUMENTSis empty, the agent picks the grouping (modularity_class, else the most category-like column, else computes communities). -
Relay the result. Show the export path, the legend path, and the caption, and relay any data-truth notes the agent surfaced (a fake grouping, missing structure, disconnected components, an active filter) and its short change log.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 19d ago Changed b2542a030f7f
- 21d ago Changed · +11 lines 38f29135acee
- 1mo ago First seen · 24 lines · 0 tokens per session scan A f7b34a2a4391
visualize is a command published in the GitHub repository MattArtzAnthro/gephi-ai (25 stars, last pushed 6d ago), licensed Apache-2.0. It costs nothing until one of its globs matches a file; then it loads 460 tokens. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other commands, from other repositories
deps-audit
Audit project dependencies for vulnerabilities, outdated packages, license conflicts, and supply chain risks — then provide actionable remediation strategies.
merge-conflict-analysis
You are analyzing merge conflicts for PR #${{ pr-number }}.
boot
Start a new PromptKit prompt assembly session (alias for /bootstrap).
wcag-audit
Accessibility audit based on WCAG 2.1/2.2 and the axe-core reference.
growth-ab-test
Command "growth-ab-test" from christopherlouet/claude-base, covering growth-ab-test agent, context, objective, workflow and expected output.
relay
Create or update a root relay.md session-continuation document.