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 woodfishhhh/EZ_math_model --skill scientific-slidesgit clone --depth 1 https://github.com/woodfishhhh/EZ_math_modelWrote 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/woodfishhhh/ez_math_model/scientific-slides)<a href="https://agentmods.dev/skills/woodfishhhh/ez_math_model/scientific-slides"><img src="https://agentmods.dev/badge/skills/woodfishhhh/ez_math_model/scientific-slides/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/skills/woodfishhhh/ez_math_model/scientific-slides"><img src="https://agentmods.dev/badge/skills/woodfishhhh/ez_math_model/scientific-slides.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 | $0.00037 | $0.00413 |
| Opus 5 | $0.00018 | $0.00206 |
| Sonnet 5 | $0.00007 | $0.00083 |
| Haiku 4.5 | $0.00004 | $0.00041 |
Grade A, and why
scientific-slides 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 10d 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
scientific-slides — 建模答辩与学术幻灯片
何时使用
- 用户在 packaging 完成后明确说“做答辩 PPT”“做 Beamer”“做演示文稿”。
- 题目要求汇报材料。
- 不在主 pipeline 中默认启用。
调用流程
- 读取
workdir/{task_id}/paper.md，抽出每章核心 1-2 句。 - 加载宿主
scientific-slidesskill。 - 按时长选择模板：10-15 分钟答辩、30-45 分钟研讨、30-60 分钟论文答辩。
- 复用
figures/中实际生成的图。 - 输出到
workdir/{task_id}/slides/。
模板选型
| 场景 | 推荐 |
|---|---|
| CUMCM / 美赛答辩 | conference |
| 课题组例会 | seminar |
| 论文答辩 | defense |
约束
- 不替代 writer 写论文。
- 不修改
paper.md。 - 不独立重画
figures/中已有图。 - 封面或章节分隔页可使用装饰图，但不得掩盖核心图表。
失败诊断
| 情况 | 处理 |
|---|---|
| 宿主 skill 未安装 | 给出基于 paper.md 的幻灯片大纲 |
| LaTeX 编译失败 | 交付 .tex 源并写诊断 |
| 图分辨率过低 | 提示 coder 阶段导出 300dpi |
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.
- 10d ago First seen · 44 lines · 37 tokens per session scan A fe475b6fda7b
scientific-slides is a skill published in the GitHub repository woodfishhhh/EZ_math_model (41 stars, last pushed 1mo ago), licensed MIT. It adds 37 tokens to every session and 413 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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