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 agentmods add skills/weitzu-com/ai-article-factory/article-visualsnpx skills add weitzu-com/ai-article-factory --skill article-visualsgit clone --depth 1 https://github.com/weitzu-com/ai-article-factoryWrote 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/weitzu-com/ai-article-factory/article-visuals)<a href="https://agentmods.dev/skills/weitzu-com/ai-article-factory/article-visuals"><img src="https://agentmods.dev/badge/skills/weitzu-com/ai-article-factory/article-visuals.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 | $0.00066 | $0.00773 |
| Opus 5 | $0.00033 | $0.00387 |
| Sonnet 5 | $0.00013 | $0.00155 |
| Haiku 4.5 | $0.00007 | $0.00077 |
Grade A, and why
article-visuals 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 5d 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.
How it starts
The opening of the file, as written. The whole thing — 48 lines — stays where its author put it; the contents beside it link to each section on GitHub.
article-visuals (P6 — 图文并茂)
Make figures that serve three readers at once: humans (understanding), search engines (image SEO / rich results), and AI engines (multimodal citation). ≥3 figures per article: 1 cover + ≥2 content figures. This skill is self-contained — it uses the bundled scripts, no external pack needed.
Type decision tree (pick type → tool)
| To express | Type | Tool | Source file |
|---|---|---|---|
| flow / structure / relationship | diagram | Mermaid | assets/src/*.mmd |
| data / comparison / trend | chart | matplotlib (import figlib) |
assets/src/*.py |
| concept / cover | illustration | AI image (prompt → human fills) | assets/src/cover-prompt.md → assets/img/cover.png |
| real UI / object | screenshot/photo | manual | — |
| tabular comparison | Markdown table (preferred — AI-extractable) | in prose | — |
Rule: if data fits a Markdown table, use a table; only draw when relationships/trends need it.
Workflow
- From the outline's figure intent, write figure sources into
assets/src/and logassets/图清单.md(caption + alt + placement). - Render:
bash <repo>/scripts/render-figures.sh <article-dir> # mermaid + matplotlib → assets/img/figlib.pyprovides the brand palette (scripts/palette.json) + registered CJK fonts (Chinese won't box) +save()/bar_compare()helpers. Ifmmdcis missing,.mmdis skipped gracefully. - Embed with
+ a caption carrying the source[C#]. - Cover: a placeholder is used so it never blocks; generate the real one from
cover-prompt.mdand drop it atassets/img/cover.png.
Image SEO + GEO checklist (each figure must pass)
- Descriptive English kebab-case filename with keywords (not
image1.png). - Alt text describing the figure + naturally containing the keyword.
- Caption is a complete sentence with the data source.
- Compressed (<200KB chart / <400KB cover).
- Every data figure has an equivalent sentence/table nearby (AI reads text; the figure corroborates).
- Don't rely on color alone (color-blind safe); in-figure font ≥ body.
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.
- 5d ago First seen · 48 lines · 66 tokens per session scan A 9af9a4eb0161
article-visuals is a skill published in the GitHub repository weitzu-com/ai-article-factory (5 stars, last pushed 3mo ago), licensed Apache-2.0. It adds 66 tokens to every session and 773 once invoked, about $0.0003 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 2026-08-31.
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