data-viz-plots

data-viz-plots is a skill for Claude Code, Codex from omicverse/omicclaw. It costs 36 tokens per session (4,446 once invoked), scanned A, original, GPL-3.0.

A collection of Python methods for making publication-quality charts with Matplotlib and Seaborn. It covers common charts such as scatter plots, heatmaps, violin plots, bar charts, line charts, and multi-panel figures.

In plain words
What is it for?
Use it to visualize datasets and create polished figures for analysis, presentations, and publications.
Why use it?
It reduces the work needed to turn data into clear charts suitable for research papers or reports.

Skill for Claude CodeCodex

Which agent this was written for is unclear — body not stored (licence); the path alone says nothing.

Good fit Use it to visualize datasets and create polished figures for analysis, presentations, and publications.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/omicverse/omicclaw/data-viz-plots
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.

Any agent
npx skills add omicverse/omicclaw --skill data-viz-plots
Clone the repo
git clone --depth 1 https://github.com/omicverse/omicclaw

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 data-viz-plots

README.md
[![agentmods](https://agentmods.dev/badge/skills/omicverse/omicclaw/data-viz-plots.svg)](https://agentmods.dev/skills/omicverse/omicclaw/data-viz-plots)
Your own site
<a href="https://agentmods.dev/skills/omicverse/omicclaw/data-viz-plots"><img src="https://agentmods.dev/badge/skills/omicverse/omicclaw/data-viz-plots.svg" alt="Measured on agentmods" height="20"></a>
Per session 36 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 4,446 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 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 $0.00036 $0.04446
Opus 5 $0.00018 $0.02223
Sonnet 5 $0.00007 $0.00889
Haiku 4.5 $0.00004 $0.00445

Measured 7d ago against content hash a6f3c6a2f6dd, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-07, from the pricing page.

Security

Grade A, and why

data-viz-plots 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 7d 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.

src/omicverse_skills/skills/data-viz-plots/SKILL.md · 480 lines

The source is not reproduced here

Licensed GPL-3.0

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

Read it on GitHub

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. 7d ago First seen · 480 lines · 36 tokens per session scan A a6f3c6a2f6dd

Subscribe to this mod's changes

data-viz-plots is a skill published in the GitHub repository omicverse/omicclaw (33 stars, last pushed 3mo ago), licensed GPL-3.0. It adds 36 tokens to every session and 4,446 once invoked, about $0.0002 per session on Opus 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.

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