laohu-benchmark SKILL.md skillA
laohu-benchmark from laohuad/laohu-creative-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add laohuad/laohu-creative-skills/laohu-benchmark@git:20261106.42593f7Pins git:20261106.42593f7 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- laohuad/laohu-creative-skills
- Path
.agents/skills/laohu-benchmark/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261106.42593f7, committed Nov 6, 2026
- Size
- 51,247 bytes
- Repository stars
- 7
- License
- a license file GitHub does not identify
用户要深入拆解作品或创作素材、积累可迁移方法，或检索、读取本地来源材料与方法原子并交回当前创作决定时使用；支持无当前项目的资料积累与自然语言查询，不从热度推因果，也不把调用本 Skill 当作自动收录授权。.
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
# 作品拆解与方法原子
本 Skill 研究具体作品或创作素材如何组织内容、语言、画面、声音、时间和读者入口，并把观察编译成下游创作者可执行的专业决定。它服务当前创作，不代替故事、剧本、小说、歌词、编曲、视觉、视频、选题、标题或排版 Skill 的成稿方法；方法候选也不自动成为已验证规律。
开始时先解析当前 `SKILL.md` 的真实目录为 `{SKILL_DIR}`，从 `{SKILL_DIR}/../../../docs/runtime.md` 读取共同运行、材料授权、路径和保存边界；`{PROJECT_ROOT}` 是 `{SKILL_DIR}/../../..`，仅指这个完整技能仓库，不等于任意当前业务项目。再从 `{PROJECT_ROOT}/references/exemplar-study.md` 读取跨作品来源核验、上下文细读及正式评估边界。
普通作品或创作素材拆解时，读取或复用 `{PROJECT_ROOT}/references/universal-dream-framework.md`，在本轮授权对象内实质审视16个交点，并让检查结果进入实际观察、解释和采用判断；最终自然综合，不公开坐标或另列成问题清单。若请求只要求原样执行 CLI 或返回机器结果，不扩成作品拆解，也不触发这项框架分析。
资源准备时同时判断本轮交付物：若要交付面向人阅读的解释、拆解报告或原子候选说明，须在读取分析材料前读取 `{PROJECT_ROOT}/references/language-realization.md`；本轮已加载时复用。若任务只要求原样执行 CLI 或返回机器结果，不另写解释报告，则不增加这项读取。读者价值与作品组织仍仅在读者理解、行动或体验会改变报告内容或次序时按需读取。
当本轮明确涉及形成完整候选、编写检索卡、记录真实使用反馈时，按所做步骤读取本 Skill 的[原子记录与取用](references/atom-recording-and-reuse.md)；它负责候选写作、完整分析保存、确认及真实使用规则。用户明确要加载/搜索/读取本地库，或调用者已进入具体作品的材料/方法选择时，按需读取[本地资料库的分层检索与回读](references/library-retrieval.md)；它负责只读入口、短查询、typed cards、详情与跨步骤复用。局部解释、概念讨论或纯技术任务不因提到作品就额外加载。主文继续作为来源、分析、证据、专业绑定和写入授权的规则真源。
调用者负责的规则沉淀另回 `laohu-evolution`；用户稿件诊断遵循 `laohu-audit` 或 `laohu-analysis` 的职责和验证协议。链接提供定位，不能替代任务中实际读取这些约定。
## 什么时候进入
…Read the whole file at its exact version.
How to install
mdr add laohuad/laohu-creative-skills/laohu-benchmark@sha256:315299d249248815The line at the top of this page pins the label git:20261106.42593f7, 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_a5hgnnqt3zpsxq2i)
0 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Nov 6, 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 (51247 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
laohuad/laohu-creative-skills · 7 stars · license a license file GitHub does not identify · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_a5hgnnqt3zpsxq2i GET https://markdownregistry.com/api/v1/resolve?ref=laohuad/laohu-creative-skills/laohu-benchmark GET https://markdownregistry.com/api/v1/blob/315299d249248815e9273bf2d2e7453efae006dc23dfd2717fd2dbb84da49f6a
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.