Borrowing it
Nothing to install: this file belongs to dhicoc/wuyun-liuqi-skills. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/dhicoc/wuyun-liuqi-skills/master/AGENTS.mdgit 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/instructions/dhicoc/wuyun-liuqi-skills/agents-md)<a href="https://agentmods.dev/instructions/dhicoc/wuyun-liuqi-skills/agents-md"><img src="https://agentmods.dev/badge/instructions/dhicoc/wuyun-liuqi-skills/agents-md/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/instructions/dhicoc/wuyun-liuqi-skills/agents-md"><img src="https://agentmods.dev/badge/instructions/dhicoc/wuyun-liuqi-skills/agents-md.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 | $0.00933 | $0.00933 |
| Opus 5 | $0.00466 | $0.00466 |
| Sonnet 5 | $0.00187 | $0.00187 |
| Haiku 4.5 | $0.00093 | $0.00093 |
Grade A, and why
wuyun-liuqi-skills AGENTS.md 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 11d 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
AGENTS.md — 五运六气技能包入口
中医运气学 AI Agent 技能包。正式规则在 SKILL.md 与 routing.yaml；本文件为薄壳，不重复规则正文。
激活：用户提到五运六气、运气、大运、司天在泉、客主加临、运气病机、七篇大论等 → 立即读取 SKILL.md。
Always Read（每个运气任务）
case-journal/precedent-disclaimer.mdrules/calculation.mdrouting.yamlworkflows/routing-contract.md
Red Flags
- MUST NOT 凭记忆推算 → 必须调用
scripts/下 Python 脚本 - 临床/方药/针灸 → 必须附加免责声明
- 意图模糊 → 先读
prompts/onboarding_prompt.md - 生成/手写任何视觉产物（HTML/UI/卡片/时间轴）→ 必须复用
scripts/lib/ink_theme.py（宣纸水墨），不得擅自换肤或现场手写配色
工具速查（按用户问题类型，agent 首读即可见）
| 用户问 | 调用 |
|---|---|
| 今年运气/推算 | python scripts/calculate_yunqi_api.py today |
| 今年什么病机/该用什么治法/三因司天方 | python scripts/infer_pathogenesis.py today |
| 历代医家怎么治某病 | python scripts/rag_search.py <病证> --asset asset26,asset27,asset16 |
| 哪些医案用了某药/某方 | python scripts/rag_search.py --field herbs 石膏 或 --field formulas_referenced 小柴胡汤 |
| 两位医家治某病有什么不同 | python scripts/case_relations.py --compare 孙一奎,叶桂 --tag 中风 |
| 这个医案还有谁治过类似的 | python scripts/case_relations.py --related swy_174 |
| 生成运气时间轴 | python scripts/visualize_timeline.py 2026 --output timeline.html |
Fallback 策略（工具未命中时）
当用户问题无法用上述工具回答时：
- 联网搜索 -> 总结回答用户（标注来源 + 免责声明）
- 沉淀经验到
case-journal/field-journal/（模板见_template.md，索引更新_index.md）- source_quote MUST 填写：从来源摘录原文，非自己改写；无原文时填"无原文存证，来源为二手资料"
- confidence MUST 选择：高（学术论文/教材）/中（专业网站/百科）/低（博客/自媒体）
- 下次类似问题：知识库命中则直接用；知识库未命中才查经验库，引用时标注"经验库存档（非原文）"+ 置信度
查询优先级：知识库(rag_search，有原文存证) -> 经验库(field-journal，非原文) -> 联网搜索 -> 沉淀
⚠️ 经验库条目不是公版医案原文，可信度取决于来源质量。低置信度条目不建议直接引用。
Quick Routing
路由单一真相源：routing.yaml（摘要见 routing.md）。
每个新任务：
- 读取
routing.yaml - 匹配
tasks/axes/trigger_examples - 读取该路由
required_reads+ Always Read - 执行
workflow或script
Auto-Triggers
- 新任务 → 重新匹配
routing.yaml - 首次使用 →
workflows/bootstrap.md - Agent 全链路细节 →
README_AI.md
冲突时：以 SKILL.md、routing.yaml、workflows/routing-contract.md 为准。
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.
- 11d ago First seen · 71 lines · 933 tokens per session scan A cd354332001d
wuyun-liuqi-skills AGENTS.md is an instructions file published in the GitHub repository dhicoc/wuyun-liuqi-skills (42 stars, last pushed 26d ago), licensed MIT. It adds 933 tokens to every session, about $0.0047 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.
Other instructions, from other repositories
next.js AGENTS.md
AGENTS.md instructions for vercel/next.js, covering next.js development guide, codebase structure, monorepo overview, core package: packages/next and other important packages.
codex AGENTS.md
AGENTS.md instructions for openai/codex, covering rust/codex-rs, the codex-core crate, code review rules, crate api surface and model visible context.
vscode buildNext.instructions.md
Working notes and architecture documentation for the new esbuild-based build system in build/next. Use when making changes to the new build pipeline (transpile/bundle commands, NLS plugin, source-map handling, resource copying, or self-hosting watch tasks).
spec-kit AGENTS.md
AGENTS.md instructions for github/spec-kit, covering agents.md, about spec kit and specify, quickstart — add a new integration in 5 steps, integration architecture and integrationmanifest — file tracking.
langchain AGENTS.md
AGENTS.md instructions for langchain-ai/langchain, covering global development guidelines for the langchain monorepo, corridor security analysis, project architecture and context, monorepo structure and development tools & commands.
vscode oss-third-party-notices.instructions.md
Instructions for microsoft/vscode, covering vs code oss third-party-notices pipeline, architecture, pipeline flow in ci, applying the notice (cutover) and fallback chain (never fail the build).