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 dhicoc/wuyun-liuqi-skills --skill yunqi-classicsgit clone --depth 1 https://github.com/dhicoc/wuyun-liuqi-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/dhicoc/wuyun-liuqi-skills/yunqi-classics)<a href="https://agentmods.dev/skills/dhicoc/wuyun-liuqi-skills/yunqi-classics"><img src="https://agentmods.dev/badge/skills/dhicoc/wuyun-liuqi-skills/yunqi-classics/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/dhicoc/wuyun-liuqi-skills/yunqi-classics"><img src="https://agentmods.dev/badge/skills/dhicoc/wuyun-liuqi-skills/yunqi-classics.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 | $0.00119 | $0.01604 |
| Opus 5.5 | $0.00048 | $0.00642 |
| Sonnet 5.5 | $0.00024 | $0.00321 |
| Haiku 4.5 | $0.00012 | $0.00160 |
Grade A, and why
yunqi-classics 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 2mo 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 — 86 lines — stays where its author put it; the contents beside it link to each section on GitHub.
经典文献（运气学说文献检索与理论溯源）
适用范围
- 研究者：运气学说理论溯源与学术研究
- 素问七篇大论内容检索与篇目定位
- 历代运气学说各家观点查阅（唐至清代）
- 现代运气学说研究概况了解
- 运气推算结果的理论依据验证
- 为下游报告生成提供文献引用支撑
脚本依赖
本子技能为纯文献检索，无脚本依赖。但需调用上游 ganzhi-basics 的推算结果进行理论验证。
| 依赖类型 | 来源 | 说明 |
|---|---|---|
| 数据依赖（上游） | ganzhi-basics |
干支推算结果、大运、六气格局 |
| 参考文件 | references/suwen_qipian.md |
素问七篇大论索引 |
| 参考文件 | references/lidai_xueshuo.md |
历代运气学说 |
| 参考文件 | references/xiandai_yanjiu.md |
现代研究文献 |
推荐工作流
- ACT: 接收上游推算结果，从
ganzhi-basics获取干支、大运、六气格局等信息。明确需要验证或溯源的理论问题。 - ACT: 确定文献范围，根据研究目的选择检索范围：
- 经典溯源 → 查阅
references/suwen_qipian.md（素问七篇大论） - 历代学术 → 查阅
references/lidai_xueshuo.md（历代各家学说） - 现代研究 → 查阅
references/xiandai_yanjiu.md（现代研究概况）
- 经典溯源 → 查阅
- ACT: 检索对应文献，在选定的参考文件中定位与推算结果相关的理论论述。例如：大运太过/不及的理论依据→《气交变大论》；六气主客加临→《六元正纪大论》；病机治法→《至真要大论》。
- ACT: 整理引用，将检索到的文献内容整理为结构化引用，包含：篇名、篇号、核心论述、与推算结果的关联。
- ACT: 关联推算验证，将文献理论论述与上游推算结果对照，验证推算的理论一致性。如发现矛盾，标注差异并说明可能原因。
- ACT: 汇总输出，将文献检索结果、引用信息、验证结论整理为结构化输出，传递给
docs-generator用于报告生成。
常见误区
| 问题 | 原因 | 解决方案 |
|---|---|---|
| 引用篇号错误 | 素问七篇大论篇号与通行本《黄帝内经·素问》编排不一致 | 严格参照 references/suwen_qipian.md 中的篇号索引。七篇大论为第66-71篇及第74篇 |
| 历代学说混淆 | 各家运气学说观点存在差异，误将一家之言当作标准 | 查阅 references/lidai_xueshuo.md，明确各家观点的来源与特点，引用时标注出处 |
| 理论与实践脱节 | 仅引用经典原文，未与具体推算结果关联 | Step5必须执行：将文献论述与推算结果对照验证，不可跳过 |
| 现代研究引用不当 | 将现代研究的"研究方向概述"误当作"具体论文结论" | references/xiandai_yanjiu.md 仅为研究方向概述，不含具体论文引用。如需引用具体论文，须另行检索学术数据库 |
| 运气七篇归属错误 | 误将七篇大论当作素问原有内容 | 七篇大论由王冰（唐代）整理补入素问，其来源与成书年代有学术争议，引用时须注明 |
输出要求
- 文献引用须包含：篇名、篇号（如适用）、核心论述摘要
- 须区分经典原文、历代注家观点、现代研究方向三类来源
- 须标注引用出处（参考文件名+章节）
- 验证结论须明确：一致/部分一致/存在差异，并说明依据
- 所有术语须使用标准中医运气学说术语
- 不得将研究方向概述当作具体论文引用
路由上下文
- 上游入口：接收
ganzhi-basics的干支推算结果（干支、大运、六气格局）进行理论验证 - 下游出口：将文献检索结果与引用信息传递给
docs-generator用于报告生成（特别是研究版报告的文献引用部分） - 同级关联：与
ganzhi-basics同级；ganzhi-basics提供推算数据，本子技能提供理论文献支撑
ACTION REQUIRED
- 确认参考文件
references/suwen_qipian.md、references/lidai_xueshuo.md、references/xiandai_yanjiu.md均存在且内容完整 - 确认上游
ganzhi-basics的输出格式与本子技能的输入要求匹配 - 验证素问七篇大论篇号索引与通行本《黄帝内经·素问》一致
- 确认历代学说各家的主要贡献与特点描述准确
What ships with it
4 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.
- 2mo ago First seen · 86 lines · 119 tokens per session scan A 3495ea5c4f6b
yunqi-classics is a skill published in the GitHub repository dhicoc/wuyun-liuqi-skills (52 stars, last pushed 2mo ago), licensed MIT. It adds 119 tokens to every session and 1,604 once invoked, about $0.0005 per session on Opus 5.5. 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.
yunqi-classics compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| yunqi-classicsdhicoc/wuyun-liuqi-skills | Skill | 52 | 2mo ago | MIT | A | 119 | Claude Code |
| instrument-data-to-allotropeanthropics/knowledge-work-plugins | Skill | 35k | yesterday | Apache-2.0 | A | 123 | Claude Code |
| matlabK-Dense-AI/scientific-agent-skills | Skill | 56k | 6d ago | MIT | A | 44 | Claude Code |
| exploratory-data-analysisK-Dense-AI/scientific-agent-skills | Skill | 56k | 6d ago | MIT | A | 83 | Claude Code |
| phylogeneticsK-Dense-AI/scientific-agent-skills | Skill | 56k | 6d ago | MIT | A | 71 | Claude Code, Codex |
| research-engineerdavila7/claude-code-templates | Skill | 33k | today | MIT | A | 43 | Claude Code, Codex |
| mapping-to-snomedmaziyarpanahi/openmed | Skill | 5.8k | today | Apache-2.0 | A | 205 | Claude Code |