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 cuic19053-hue/-skills- --skill challenge_cupgit clone --depth 1 https://github.com/cuic19053-hue/-skills-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.
[](https://agentmods.dev/skills/cuic19053-hue/-skills-/challenge_cup)<a href="https://agentmods.dev/skills/cuic19053-hue/-skills-/challenge_cup"><img src="https://agentmods.dev/badge/skills/cuic19053-hue/-skills-/challenge_cup/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/cuic19053-hue/-skills-/challenge_cup"><img src="https://agentmods.dev/badge/skills/cuic19053-hue/-skills-/challenge_cup.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 | $0.00168 | $0.32584 |
| Opus 5 | $0.00084 | $0.16292 |
| Sonnet 5 | $0.00034 | $0.06517 |
| Haiku 4.5 | $0.00017 | $0.03258 |
Grade A, and why
challenge_cup 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.
How it starts
The opening of the file, as written. The whole thing — 2,272 lines — stays where its author put it; the contents beside it link to each section on GitHub.
挑战杯课外学术科技作品竞赛申报书 Skill
本 skill 处理"挑战杯"大学生课外学术科技作品竞赛申报书全流程：信息采集 → 类别判定 → 政策梳理 → 科学挑战提炼 → 文献综述 → 栏目撰写 → docx 生成 → 质检。仅处理学术科技作品类（非创业计划类，创业计划书请走创业训练/创业实践 skill）。
输出文件：可提交的 .docx（A4 纸张，宋体小四正文，黑体三号标题，1.5 倍行距，首行缩进 2 字符，参考文献宋体五号）。
三大类别共用同一申报书结构，但内容侧重与字数配比不同：自然科学类偏学术论文深度（8 千字档）、哲学社会科学类偏调研与理论结合（1.5 万字档）、科技发明制作类偏技术实现与工程验证（1 万字档）。
v2.1 新增（基于案例 1+2 提炼）：
- 国家政策引用规范（8+ 文件，按时间倒序，4 要素齐全）
- 科学挑战 3 段结构（层层递进，含文献支撑）
- 国内外研究现状综述（30+ 文献，含 SCI 一区/二区）
- 算法/方法对比表（≥3 维度，含选型结论）
- 技术路线图 3 张（研究内容关系图+研究方法图+技术路线图）
- 数学公式规范（自然科学类/科技发明类必备，编号+变量解释）
- 社会经济效益量化（10 项，传统 vs 系统 4 列对比）
- 答辩 PPT 框架（5 分钟陈述+5 分钟答辩，10 页 PPT 大纲）
- 3 档字数版本（自然 8k/哲社 15k/发明 10k）
- JSON Schema + build.py + 质检清单三件套
一、适用场景与触发条件
适用：用户提到"挑战杯""课外学术科技作品""学术科技作品竞赛""自然科学类学术论文""哲学社会科学类社会调查报告和学术论文""科技发明制作"等关键词，且作品产出为论文/调查报告/发明实物（非商业计划书）。
不适用（需走其他 skill）：
- 互联网+大学生创新创业大赛（商业计划书）→ 走互联网+ skill
- 创青春创业大赛（创业计划书）→ 走创业训练 skill
- 大创-创新训练（教学项目）→ 走创新训练 skill
- 校级科研立项（教研项目）→ 走科研立项 skill
与互联网+关键区别：
| 维度 | 挑战杯 | 互联网+ |
|---|---|---|
| 性质 | 学术科技作品竞赛 | 创新创业大赛 |
| 产出 | 论文/调查报告/发明实物 | 商业计划书 |
| 评审重点 | 学术性、创新性、方法科学性 | 商业性、团队、成长性 |
| 字数 | 5000~15000 字（3 档） | 15000~20000 字 |
| 团队 | 个人或集体（集体≤8人） | 必须团队（≤15人） |
| 赛道 | 三大类（自然/社科/发明） | 高教/红色/职教/产业 |
| 政策引用 | 8+ 国家政策文件 | 5+ 国家政策文件 |
| 数学公式 | 自然/发明类必备 | 不要求 |
| 答辩 | 5+5 分钟 | 5+3 分钟 |
三大类别区分：
| 类别 | 产出形式 | 评审重点 | 字数档 | work_type 代码 |
|---|---|---|---|---|
| 自然科学类 | 学术论文 | 理论创新+实验验证 | 8 千字档 | natural_science |
| 哲学社会科学类 | 调查报告或学术论文 | 调研设计+理论分析 | 1.5 万字档 | social_science |
| 科技发明制作 | 实物+技术说明 | 技术实现+工程验证 | 1 万字档 | tech_invention |
触发后第一步：先确认作品类别（三选一）。若用户未明确，问"你的作品是论文、调查报告还是发明实物？分别对应自然科学类、哲学社会科学类、科技发明制作。"确认后按对应类别模板撰写。
3 档字数版本（v2.1 新增）：
| 类别 | 正文总字数 | 作品简介 | 选题背景 | 研究方法 | 研究结果 | 结论 | 创新点 |
|---|---|---|---|---|---|---|---|
| 自然科学类（natural_science） | 8000 字 | ≤500 | 1200~1500 | 1500~2000 | 2500~3000 | 400~500 | 4~5 个 |
| 哲学社会科学类（social_science） | 15000 字 | ≤500 | 2000~2500 | 3500~4500 | 3500~4500 | 500~600 | 4~5 个 |
| 科技发明制作类（tech_invention） | 10000 字 | ≤500 | 1500~2000 | 2500~3000 | 2000~2500 | 400~500 | 4~5 个 |
What ships with it
1 file 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.
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 · 2,272 lines · 168 tokens per session scan A f87755d2b029
challenge_cup is a skill published in the GitHub repository cuic19053-hue/-skills- (10 stars, last pushed 1mo ago), licensed MIT. It adds 168 tokens to every session and 32,584 once invoked, about $0.0008 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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