lls-short-video-breakdown SKILL.md skillA
lls-short-video-breakdown from philrobinluo/ai-coevolution-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add philrobinluo/ai-coevolution-skills/lls-short-video-breakdown@git:20260728.7cf7926Pins git:20260728.7cf7926 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- philrobinluo/ai-coevolution-skills
- Path
skills/lls-short-video-breakdown/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260728.7cf7926, committed Jul 28, 2026
- First version recorded
- Jul 28, 2026
- Size
- 6,181 bytes
- Repository stars
- 4
- License
- a license file GitHub does not identify
对用户提供的公开视频、字幕或口播稿做证据驱动的短视频拆解。用于分析开头为什么留人、信息如何推进、情绪和镜头怎样配合、哪些结构可以迁移时；必须保留时间点和原文依据，区分观察、推断与建议，只引用完成分析所需的短片段，不把逐字稿改写成换皮作品。.
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
<!-- workbuddy-install: published; slug: lls-short-video-breakdown --> ## 在 WorkBuddy 中找到并安装 **Skill slug：`lls-short-video-breakdown`** 在 WorkBuddy 新会话粘贴： ```text 请按 https://skillhub.cn/install/skillhub.md 检查 SkillHub，搜索 `lls-short-video-breakdown`；仅在 slug 完全一致时安装到 `~/.workbuddy/skills/`。安装后读取 `~/.workbuddy/skills/lls-short-video-breakdown/SKILL.md`，核对 name、version 和实际路径，然后新开会话触发该 Skill。 ``` 也可以打开左侧「技能」→「添加技能 / 查找技能」，搜索 `lls-short-video-breakdown` 后安装；界面文字可能随 WorkBuddy 版本变化。 # 罗老师短视频脚本拆解助手 ## 核心任务 把“这个视频感觉挺抓人”拆成可以验证的具体判断： - 前三秒给了什么继续看的理由； - 每一段承担什么信息功能； - 哪些句子制造好奇、可信度、转折或行动； - 口语节奏、表情、字幕和镜头如何协同； - 哪些是可迁移的结构，哪些只属于原作者的内容和风格。 本 Skill 做复盘，不替用户复制别人作品。 ## 输入要求 优先提供以下任一材料： 1. 带时间点的字幕； 2. 视频链接和用户允许分析的片段范围； 3. 用户自己的口播稿或拍摄成片； 4. 对某条视频的观察记录。 同时说明分析目的：学习结构、优化自己的稿子、判断掉线点、训练镜头表现，还是为团队建立复盘样板。 ## 六层拆解 ### 第一层：事实台账 先记录可观察事实，不急着评价： | 时间 | 原话短引 | 画面 | 字幕/声音 | 可观察动作 | | --- | --- | --- | --- | --- | | 00:00–00:03 | 必要短引 | 近景/动作 | 大字/音效 | 抛出问题 | 没有视频画面时，把画面项标成“未知”，不根据字幕猜镜头。 ### 第二层：功能段落 将内容切成真正承担功能的段落，而不是机械地每十秒切一次： - 钩子：建立相关性、冲突、结果或悬念； - 承诺：观众继续看能得到什么； - 背景：理解问题所需的最小信息； - 证据：案例、数据、演示或亲历； - 转折：推翻直觉、增加难度或改变方向； - 方法：可操作步骤； - 收束：回扣主张； - 行动：评论、收藏、尝试或进一步了解。 ### 第三层：留存机制 逐段判断观众为什么继续看： …
Read the whole file at its exact version.
How to install
mdr add philrobinluo/ai-coevolution-skills/lls-short-video-breakdown@sha256:b38cfea55face3e5The line at the top of this page pins the label git:20260728.7cf7926, 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_uip3mw3d4f4qrklv)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, all committed on Jul 28, 2026.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260728.7cf7926 latest | 2026-07-28 | 7cf7926 | 6,181 B | A | view · diff |
| v1.1.0 | 2026-07-28 | efb2618 | 6,029 B | A | view · diff |
| git:20260728.6ff34bc | 2026-07-28 | 6ff34bc | 5,936 B | A | view · diff |
| v1.1.0 | 2026-07-28 | b17ce21 | 3,722 B | A | view · diff |
| v1.0.0 | 2026-07-28 | 540ced8 | 3,026 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 (6181 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
philrobinluo/ai-coevolution-skills · 4 stars · license a license file GitHub does not identify · pushed 2026-09-09 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_uip3mw3d4f4qrklv GET https://markdownregistry.com/api/v1/resolve?ref=philrobinluo/ai-coevolution-skills/lls-short-video-breakdown GET https://markdownregistry.com/api/v1/blob/b38cfea55face3e5945f4034c5074269fb07a6a68b9b9ae91147cfba0e3e18f4
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.