lls-video-digester SKILL.md skillA
lls-video-digester 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-video-digester@git:20260728.d70cfb2Pins git:20260728.d70cfb2 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-video-digester/SKILL.md- Versions recorded
- 4
- Latest version
- git:20260728.d70cfb2, committed Jul 28, 2026
- First version recorded
- Jul 28, 2026
- Size
- 4,885 bytes
- Repository stars
- 4
- License
- a license file GitHub does not identify
把用户提供或公开可用的字幕整理成带时间证据的观点、质疑点和行动清单。 当用户要处理相关材料并需要可验证交付物时使用。.
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-video-digester --> ## 在 WorkBuddy 中找到并安装 **Skill slug：`lls-video-digester`** 在 WorkBuddy 新会话粘贴： ```text 请按 https://skillhub.cn/install/skillhub.md 检查 SkillHub，搜索 `lls-video-digester`；仅在 slug 完全一致时安装到 `~/.workbuddy/skills/`。安装后读取 `~/.workbuddy/skills/lls-video-digester/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-video-digester` 后安装；界面文字可能随 WorkBuddy 版本变化。 # 罗老师视频消化助手 > 类型：LLS Original > 当前版本：1.1.0 ## 一句话用途 不是只写一段“视频大意”，而是把字幕变成可回看、可核验的时间证据索引，再判断哪些内容值得看、值得信、值得行动。 ## 输入边界 使用用户提供的 SRT/VTT、平台公开字幕，或用户在其正常访问权限内导出的字幕。记录视频标题、作者、URL、发布日期、字幕语言和取得方式。遇到付费墙、访问控制或无授权素材时，停在元数据和用户已提供材料，不尝试绕过限制。 ## 3 分钟上手 ```text 请用 lls-video-digester 处理这份字幕：先建立时间证据索引，再给核心观点、说话者主张、你的分析、最值得回看的 3 段和行动清单；每条重要结论标时间戳。 ``` 建立证据索引： ```bash python3 scripts/index_transcript.py input.srt --output evidence.json ``` 脚本解析 SRT/VTT 并输出带起止时间的 JSON 段落；它不下载视频，也不读取浏览器凭证。 ## 标准工作流 1. **登记来源**：标题、作者、链接、日期、时长、字幕语言、字幕来源。 2. **检查字幕质量**：缺段、自动转写错误、多人混淆、术语误识别要先标出。 3. **建立证据索引**：保留时间戳，合并过碎句子但不打乱先后顺序。 4. **按主题切块**：以论点转折为边界，而不是机械每 5 分钟切一段。 5. **分三层写结论**：`视频事实`、`说话者主张`、`分析判断`；三者不混写。 6. **找关键片段**：选能代表论证、反例或操作演示的时间段，并说明为什么值得回看。 …
Read the whole file at its exact version.
How to install
mdr add philrobinluo/ai-coevolution-skills/lls-video-digester@sha256:5ef3ef954b6da376The line at the top of this page pins the label git:20260728.d70cfb2, 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_ij4uyvfh3o4cazhc)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, all committed on Jul 28, 2026.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260728.d70cfb2 latest | 2026-07-28 | d70cfb2 | 4,885 B | A | view · diff |
| git:20260728.7cf7926 | 2026-07-28 | 7cf7926 | 3,522 B | A | view · diff |
| v1.1.0 | 2026-07-28 | b17ce21 | 3,703 B | A | view · diff |
| v1.0.0 | 2026-07-28 | 540ced8 | 3,042 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 (4885 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_ij4uyvfh3o4cazhc GET https://markdownregistry.com/api/v1/resolve?ref=philrobinluo/ai-coevolution-skills/lls-video-digester GET https://markdownregistry.com/api/v1/blob/5ef3ef954b6da3766acd8c422d9d185a69c63655167c1ece2b477eff99aca0aa
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.