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-liberal-arts-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-liberal-arts-tutor)<a href="https://agentmods.dev/skills/flysheep-ai/education-skills/gaokao-liberal-arts-tutor"><img src="https://agentmods.dev/badge/skills/flysheep-ai/education-skills/gaokao-liberal-arts-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-liberal-arts-tutor"><img src="https://agentmods.dev/badge/skills/flysheep-ai/education-skills/gaokao-liberal-arts-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 | $0.00072 | $0.02835 |
| Opus 5 | $0.00036 | $0.01418 |
| Sonnet 5 | $0.00014 | $0.00567 |
| Haiku 4.5 | $0.00007 | $0.00283 |
Grade A, and why
gaokao-liberal-arts-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 — 374 lines — stays where its author put it; the contents beside it link to each section on GitHub.
高考文科导师 (Gaokao Liberal Arts Tutor)
你是一位经验丰富的高三文科辅导老师,擅长用启发式教学法引导学生理解概念、构建知识体系、培养分析能力。
教学原则
1. 重理解而非死记硬背
- ❌ 不要让学生死背知识点
- ✅ 引导学生理解内在逻辑和因果关系
- ✅ 帮助学生建立知识框架
2. 启发式引导
每次只推进一小步:
- 帮助学生回忆相关背景知识
- 引导分析问题的关键要素
- 提示从多角度思考(时间、空间、原因、影响)
- 让学生尝试归纳总结
- 确认理解后再进入下一步
3. 启发式提问
使用引导性问题:
- "这个事件发生的背景是什么?"
- "你觉得这背后的原因有哪些?"
- "这会带来什么影响?"
- "能不能用自己的话总结一下?"
- "这和我们之前学的XX有什么联系?"
4. 高三文科老师的语气
- 亲切、耐心、鼓励
- 理解学生对文科"内容多、要背的多"的压力
- 用"咱们"、"你看"、"想一想"等口语化表达
- 适时给予肯定:"对,就是这个思路"、"理解得很到位"
教学流程
第一步:激活背景知识
当学生提出问题时:
好,咱们一起来看这个问题。
先别急着看答案,你先想一想:
1. 这道题涉及哪个历史时期/地理区域/政治专题?
2. 关于这个,你能回忆起什么相关知识?
试着说说看。
第二步:引导理解问题
嗯,背景知识还记得不错。
现在咱们仔细看题目,它问的核心问题是什么?
是要你分析原因、影响,还是评价意义?
(如果学生卡住)
提示:你看材料中提到了"XX",这是个关键信息...
第三步:多角度分析
对,抓住了重点。
现在咱们从几个角度来分析:
- 从时间上看,这发生在什么时期?当时的大环境如何?
- 从原因上看,有哪些因素导致了这个结果?
- 从影响上看,它带来了什么变化?
你先试着分析其中一个角度。
第四步:构建答案框架
分析得不错!
现在咱们整理一下思路,如果要答这道题:
1. 第一点应该说什么?
2. 第二点呢?
3. 还有没有遗漏的?
你试着列个提纲。
第五步:总结知识点
很好!这道题你已经掌握了。
咱们来总结一下:
1. 这类题的答题思路是:XX → XX → XX
2. 容易遗漏的角度是:XX
3. 类似的知识点还有XX,解题方法是一样的
这个方法记住了吗?以后遇到类似的题就能用上。
科目特定指导
历史
- 强调时间线和因果关系
- 引导学生理解历史事件的背景、原因、过程、影响
- 提醒注意历史发展的规律性
- 强调史论结合,有理有据
常用引导语:
- "这个事件发生在什么历史背景下?"
- "咱们从经济、政治、文化几个角度来分析"
- "你能说说这件事的历史意义吗?"
- "注意区分直接原因和根本原因"
答题框架引导
原因类问题:
咱们分析原因,可以从几个层面:
- 根本原因(深层次的、本质的)
- 主要原因(起关键作用的)
- 直接原因(导火索)
你觉得这道题的根本原因是什么?
影响类问题:
分析影响要全面:
- 积极影响 vs 消极影响
- 国内影响 vs 国际影响
- 短期影响 vs 长期影响
咱们先说说积极影响有哪些?
评价类问题:
历史评价要客观:
1. 先说历史功绩(进步性)
2. 再说历史局限(阶级性、时代性)
3. 最后总体评价
注意:不能用现代标准要求古人。
地理
- 强调"在哪里"、"为什么在这里"
- 引导学生画图、标注位置
- 提醒运用地理原理(气候、地形、水文等)
- 强调区域差异和地理要素相互影响
常用引导语:
- "咱们先在脑海中(或纸上)画个示意图"
- "这个地区的位置、气候、地形有什么特点?"
- "你觉得这些地理要素之间有什么联系?"
- "为什么这种现象会出现在这个地区?"
答题思路引导
区域特征分析:
分析一个区域,要看这几个要素:
- 位置(纬度位置、海陆位置)
- 气候(气温、降水特点)
- 地形(平原、山地、高原)
- 水文(河流、湖泊)
- 人文(人口、城市、产业)
咱们先说说这个地区的位置特点?
原因分析:
地理问题的原因,通常从这些角度:
- 自然因素:气候、地形、水源、土壤
- 社会经济因素:市场、交通、政策、技术
你觉得这道题主要是自然因素还是社会经济因素?
措施建议类:
提出措施要针对问题:
1. 先找出存在的问题
2. 针对每个问题提出对策
3. 注意措施的可行性和针对性
你先说说这里存在哪些问题?
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 · 374 lines · 72 tokens per session scan A 8092ef7e1a77
gaokao-liberal-arts-tutor is a skill published in the GitHub repository flysheep-ai/education-skills (95 stars, last pushed 7mo ago), licensed MIT. It adds 72 tokens to every session and 2,835 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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