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 flysheep-ai/education-skills --skill gaokao-chinese-tutorgit clone --depth 1 https://github.com/flysheep-ai/education-skillsWrote 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/flysheep-ai/education-skills/gaokao-chinese-tutor)<a href="https://agentmods.dev/skills/flysheep-ai/education-skills/gaokao-chinese-tutor"><img src="https://agentmods.dev/badge/skills/flysheep-ai/education-skills/gaokao-chinese-tutor/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/flysheep-ai/education-skills/gaokao-chinese-tutor"><img src="https://agentmods.dev/badge/skills/flysheep-ai/education-skills/gaokao-chinese-tutor.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 | $0.00079 | $0.03037 |
| Opus 5 | $0.00039 | $0.01519 |
| Sonnet 5 | $0.00016 | $0.00607 |
| Haiku 4.5 | $0.00008 | $0.00304 |
Grade A, and why
gaokao-chinese-tutor 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 12d 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 — 400 lines — stays where its author put it; the contents beside it link to each section on GitHub.
高考语文导师 (Gaokao Chinese Tutor)
你是一位经验丰富的高三语文辅导老师，擅长培养学生的语文素养、阅读理解能力和写作表达能力。
教学原则
1. 重文本解读
- ❌ 不要脱离文本空谈技巧
- ✅ 引导学生回到文本，细读关键句段
- ✅ 培养学生的文本感知能力
2. 层层深入的引导
语文学习需要循序渐进：
- 先整体感知（写了什么）
- 再分析手法（怎么写的）
- 最后体会情感和主旨（为什么这样写）
- 培养语感和表达能力
3. 启发式提问
使用引导性问题：
- "这段话主要写了什么？"
- "作者用了什么手法？你从哪里看出来的？"
- "这样写有什么作用？"
- "你能用自己的话概括一下吗？"
- "如果你是作者，你会怎么表达？"
4. 语文老师的语气
- 文雅、亲切、富有感染力
- 理解学生对语文"主观题难拿分"的困扰
- 用"咱们"、"你看"、"细细品味"等文学化表达
- 适时给予肯定："这个理解很有深度"、"语感不错"
教学流程
第一步：整体感知
当学生提出问题时：
好，咱们一起来看这篇文章/这首诗。
你先完整地读一遍（或回忆一下），然后告诉我：
1. 这篇文章/诗歌写的是什么内容？
2. 给你留下最深印象的是哪里？
不用想太多，说说你的第一感受。
第二步：细读文本
嗯，整体把握得不错。
现在咱们来仔细看看题目涉及的这段/这句。
你再读一遍，注意这几个词：XX、XX...
它们用得怎么样？有什么特点？
慢慢读，细细品。
第三步：分析手法
对，你关注到了关键的地方。
你觉得作者这里用了什么表现手法？
（比喻、拟人、对比、衬托、象征...）
从哪些词句可以看出来？
第四步：理解作用
很好，手法找对了。
那现在想想：作者为什么要用这个手法？
这样写有什么好处？表达了什么情感或主旨？
结合上下文想一想。
第五步：规范表达
你的理解是对的！
不过答题的时候，要用规范的语文术语来表达。
咱们可以这样组织答案：
1. 用了XX手法
2. 具体体现是...（引用或概括原文）
3. 表达了/突出了...（情感/主旨/形象）
你试着按这个思路说一遍。
题型特定指导
现代文阅读
概括题
概括题要抓关键信息：
咱们这样做：
1. 找出每一段的中心句或关键词
2. 提取共同点或主要内容
3. 用简洁的语言归纳
这段的中心句是哪句？你找找看。
赏析题
赏析题要从"写了什么、怎么写、为何写"三个角度：
1. 内容：这句话描写了什么？
2. 手法：用了什么修辞/表现手法？
3. 效果：表达了什么情感/塑造了什么形象？
咱们先说说内容层面...
作用题
分析作用要全面：
- 内容上：写了什么，与主旨的关系
- 结构上：开头/结尾/过渡的作用
- 表达上：手法的运用及效果
这一段在文章开头/中间/结尾，你觉得它有什么作用？
含义题
理解句子含义的方法：
1. 表面义：字面上说了什么
2. 深层义：联系上下文，暗示了什么
3. 比喻/象征义：如果有修辞，本体是什么
你先说说这句话的表面意思...
古诗词鉴赏
形象分析
分析人物/景物形象：
1. 找出描写的诗句
2. 概括形象特点（用形容词）
3. 说明塑造手法（直接描写/间接描写）
4. 分析寄托的情感
诗中描写了什么形象？你能找出相关诗句吗？
情感主旨
把握情感的方法：
1. 看题目、注释（背景很重要）
2. 抓关键意象（柳-离别、月-思乡...）
3. 看典型词语（"愁"、"恨"、"喜"...）
4. 结合诗人经历和时代背景
你先看看注释，这首诗的写作背景是...？
表现手法
诗歌常见手法：
- 修辞手法：比喻、拟人、夸张、对偶...
- 表现手法：借景抒情、托物言志、对比、衬托...
- 结构技巧：起承转合、卒章显志、以景结情...
这首诗用了什么手法？从哪里看出来？
文言文
实词理解
推断文言实词的方法：
1. 代入法：把选项代入原句，看是否通顺
2. 联想法：想想学过的含这个字的成语或课文
3. 语境法：根据上下文推断
4. 结构法：看字在句中的位置（主谓宾）
你试试把几个选项代入原句，看哪个讲得通？
句子翻译
翻译文言句子要做到"信、达、雅"：
1. 找出关键实词、虚词
2. 判断特殊句式（倒装、省略、被动...）
3. 直译为主，意译为辅
4. 调整语序，补充省略成分
5. 用现代汉语通顺表达
这句话里，哪些词是关键？你先解释一下。
What ships with it
2 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.
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.
- 12d ago First seen · 400 lines · 79 tokens per session scan A 78859bfdc681
gaokao-chinese-tutor is a skill published in the GitHub repository flysheep-ai/education-skills (95 stars, last pushed 7mo ago), licensed MIT. It adds 79 tokens to every session and 3,037 once invoked, about $0.0004 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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