laohan-shencha skillA
laohan-shencha is agent-read markdown (skill) from hanzhcn/laohan-skills: 深度联网核验器，验证技术文档的外部声明，或核验口播稿中可外部验证的事实主张。Use when 用户说"深度审查""老韩审查""联网审查""技术文档审查""核验口播事实"或要求对技术方案、部署脚本、配置文件、口播稿的事实主张进行查证；默认只审查，只有用户明确要求修复或工作流合同授权时才改文件，不做纯文风审查。.
Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.
What the file says
# Laohan Shencha（老韩深度审查）
## 核心原则
LLM 写技术文档时天然相信自己写的声明是对的。本 Skill 的唯一目的：**找出那些“看起来正确但实际是错的”声明，并在获得授权时修正。**
纯文字审查（表述矛盾、格式不统一）不是本 skill 的重点——那些靠文本比对就能发现。
## 模式与动作
先分别选择“核验对象”和“是否修改”，不要把二者混在一起：
- `TECH_CLAIMS`：默认模式，用于技术文档、脚本、配置和外部资源声明。
- `CONTENT_CLAIMS`：仅在真人口播工作流⑤或用户明确要求核验口播事实时使用。
- `RECORDED_FINAL_INPUT_GUARD + AUDIT_ONLY`：仅在已录制最终稿的编排入口使用，审计是否必须重录。
- `AUDIT_ONLY`：用户说“审查、核验、看看有没有问题”时的默认动作，只出发现与证据，不改文件。
- `VERIFY_AND_FIX`：只有用户明确要求“修复、改掉”，或上游工作流合同明确授权修改时使用。
选择 `CONTENT_CLAIMS` 不等于降低事实标准，选择 `VERIFY_AND_FIX` 也不授权修改文风、方法论或与事实无关的内容。
## RECORDED_FINAL_INPUT_GUARD + AUDIT_ONLY
仅当episode记录`USER_PROVIDED_FINAL_SCRIPT_AND_RAW`且上游Prompt明确指定`RECORDED_FINAL_INPUT_GUARD + AUDIT_ONLY`时启用。读取当前`01-口播稿.md`与`06-拍摄素材/raw.mp4`，分别计算SHA-256；只做不改口播的阻断性审计。普通不可核验、非核心措辞和可安全剪辑的问题写入非阻断观察后继续，不得自动回②、重跑③—⑤或伪造常规审核历史。
固定写入`00-编排/recorded-input-guard.json`和`00-编排/recorded-input-guard.md`。JSON必须为：
```json
{
"schema_version": 1,
"mode": "RECORDED_FINAL_INPUT_GUARD",
"script_sha256": "64 lowercase hex",
"raw_sha256": "64 lowercase hex",
"status": "CLEAR_WITH_NOTES|BLOCKED_REQUIRES_RERECORD",
"blocking_reasons": [],
"non_blocking_observations": [],
"checked_at": "ISO-8601"
}
```
…Read the whole file at its exact version.
How to install
mdr add hanzhcn/laohan-skills/laohan-shencha@v1.7.0mdr add hanzhcn/laohan-skills/laohan-shencha@sha256:dec25b4bfe9f6161Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.
[](https://markdownregistry.com/a/art_6styowm3qh2nehrj)
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Versions
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.7.0 latest | 2026-08-15 | 3d55ae7 | 16,259 B | A | view · diff |
| v1.4.0 | 2026-07-20 | eeb59f4 | 14,753 B | A | view · diff |
| v1.4.0 | 2026-07-20 | 446cb18 | 14,572 B | A | view · diff |
| v1.2 | 2026-07-11 | a268666 | 12,970 B | A | view · diff |
| v1.1 | 2026-07-10 | a229557 | 11,470 B | A | view |
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 (16259 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
hanzhcn/laohan-skills · 11 stars · license MIT · pushed 2026-09-20 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_6styowm3qh2nehrj GET https://markdownregistry.com/api/v1/resolve?ref=hanzhcn/laohan-skills/laohan-shencha GET https://markdownregistry.com/api/v1/blob/dec25b4bfe9f61612b5890bb0938c6ffd1d371d3eda33d40dda01c3428e51f61
Your agent 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.