liuyao-blind-test SKILL.md skillA
liuyao-blind-test from zhishengyk/liuyao is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add zhishengyk/liuyao/liuyao-blind-test@git:20260916.d5b1a63Pins git:20260916.d5b1a63 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- zhishengyk/liuyao
- Path
plugins/liuyao-assistant/skills/liuyao-blind-test/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260916.d5b1a63, committed Sep 16, 2026
- Size
- 3,787 bytes
- Repository stars
- 15
- License
- none declared
六爻助手大规模盲测、判定、根因归类、提示词规则化修复与 GitHub 发布改进循环。在需要评估六爻 MCP 提示词质量、修复断卦规则、发布新版本时使用；不用于单卦断现。.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# 六爻盲测改进循环（Blind-Test → 归因 → 规则化修复 → 发布） ## 目标 用大规模外部卦例盲测 liuyao MCP 助手，量化基线一致率，定位系统性问题，**把教训提炼成通用规则写入提示词（而不是背具体案例）**，回归验证后发布新版本置 latest。 ## 铁律 - 盲测 agent **只能读题包**（卦盘+日月+题干），**绝不能读判据层**（packets.json 的 feedback / all_answers / 语料）。 - 提示词修正**不得引用具体案号（DAxxx）/具体原句结局**——把案例提炼成"条件 → 判断"的通用规则；agent 学判断力，不背答案。 - 每轮修复都必须配套回归验证（重跑该批 WRONG/代表性的集），确认方向修正后才可发布。 ## 工作流 1. **建语料**：收集外部真实卦例 → 匿名化题包（只含盘+题干）→ 作者结论单独存判据层（feedback）。 2. **盲测**：按域开独立 agent，强制 MCP 调用链：`build_chart` → `inspect_chart`（强制）→ ≥2× `search_knowledge`（UTF8 查询文件）→ ≥1 `get_source` 回查原文；全程默认审计 records，禁读判据层。 3. **判定**：判定 agent 逐例把 agent 主判与原文 feedback 比对 → CORRECT / WRONG / PARTIAL / NO_FEEDBACK。NO_FEEDBACK = 判据不可锚（截断/错配/纯理论），不是答错；对"疑似可恢复"（题面带结果词）要二次精判捞回。 4. **量化**：分域统计一致率（可判样本口径），与上个版本基线对比，标出弱领域。 5. **归因**：把 WRONG 案例聚类成机器可修的模式（A 来意/主题错失、B 规则方向相反、C 漏断吉凶、D 其他）。逐类给出"工作流缺陷"而不是"案例记忆"。 6. **修复（本质）**： - 无来意题 → 必须凭盘面反推最可能事类（ixé亲持世/动化/世应/最强前兆）直接给**主判+置信度**；**绝不只列分支或"来意未知"戛止**。 - 教学/理论题 → 规则讲完后必须"落结论"（该例教什么+若实占你会断什么）。 - 领域反例 → 写成通用规则（如"考学以父母官鬼旺衰为主"“子孙持世不克官反主有才”）并入 domain flow。 - 全局高频反例（考学/失物/官进/用旺世衰/化退六冲）→ 放全局层。 …
Read the whole file at its exact version.
How to install
mdr add zhishengyk/liuyao/liuyao-blind-test@sha256:de30cd3626f1878fThe line at the top of this page pins the label git:20260916.d5b1a63, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_ssjf5jbrdfuiu6nr)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 16, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (3787 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
zhishengyk/liuyao · 15 stars · license none declared · pushed 2026-09-29 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_ssjf5jbrdfuiu6nr GET https://markdownregistry.com/api/v1/resolve?ref=zhishengyk/liuyao/liuyao-blind-test GET https://markdownregistry.com/api/v1/blob/de30cd3626f1878f8a3f57050092207dc6e8a71a88dde6a1cfde110541846e37
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.