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.
npx skills add docxology/template --skill visualizationgit clone --depth 1 https://github.com/docxology/templateWrote 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/skills/docxology/template/visualization)<a href="https://agentmods.dev/skills/docxology/template/visualization"><img src="https://agentmods.dev/badge/skills/docxology/template/visualization.svg" alt="Measured on agentmods" 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 | $0.00016 | $0.00178 |
| Opus 5 | $0.00008 | $0.00089 |
| Sonnet 5 | $0.00003 | $0.00036 |
| Haiku 4.5 | $0.00002 | $0.00018 |
Grade A, and why
Data Visualization Library 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 3d 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
Instructions
You are interacting with the src/visualization/ rendering layer.
Agentic Interface (MCP Strategy)
- Accessibility Standards Base: Implement a 16pt or larger font size floor for all axes, ticks, titles, and legends to cater to low-vision visibility in final PDFs. Avoid pure red/green contrast gradients.
- Deterministic Geometries: Provide static seeding (
random_state=42) for algorithmic layouts likespring_layoutin NetworkX spatial mappings. Layouts should not drastically warp across identical runs. - Headless Safety Execution: Validate that figure generations don't invoke interactive display calls (
plt.show()) mid-pipeline. TheAggbackend must be functional.
What ships with it
18 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.
- __init__.py 1.1 KB runs code
- advanced_plots.py 539 B runs code
- advanced/__init__.py 485 B runs code
- advanced/AGENTS.md 585 B
- advanced/embeddings.py 7.3 KB runs code
- advanced/labels.py 243 B runs code
- advanced/README.md 314 B
- advanced/topics.py 4.4 KB runs code
- advanced/word_cloud.py 1.7 KB runs code
- AGENTS.md 3.4 KB
- citation_plots.py 6.8 KB runs code
- descriptive_plots.py 11 KB runs code
- field_overview.py 5.0 KB runs code
- figure_runner.py 19 KB runs code
- hypothesis_charts.py 12 KB runs code
- README.md 4.4 KB
- style.py 3.1 KB runs code
- temporal_plots.py 8.6 KB runs code
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.
- 3d ago First seen · 15 lines · 16 tokens per session scan A 0b1629e7a666
Data Visualization Library is a skill published in the GitHub repository docxology/template (19 stars, last pushed today), licensed Apache-2.0. It adds 16 tokens to every session and 178 once invoked, about $0.0001 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 2026-09-03.
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