lls-headline-summary-maker SKILL.md skillA
lls-headline-summary-maker 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-headline-summary-maker@git:20260728.30a6cbaPins git:20260728.30a6cba 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-headline-summary-maker/SKILL.md- Versions recorded
- 4
- Latest version
- git:20260728.30a6cba, committed Jul 28, 2026
- First version recorded
- Jul 28, 2026
- Size
- 6,728 bytes
- Repository stars
- 4
- License
- a license file GitHub does not identify
基于已经核验的正文、视频或报告，为特定渠道生成清楚、有吸引力但不夸大的标题、副标题和多长度摘要。用于提炼核心承诺、建立事实边界、生成不同标题机制、评估歧义与点击后兑现度、适配搜索/社交/报告场景时；必须从源材料提取可证明主张，不凭空添加数字、身份、结果或紧迫性。.
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-headline-summary-maker --> ## 在 WorkBuddy 中找到并安装 **Skill slug：`lls-headline-summary-maker`** 在 WorkBuddy 新会话粘贴： ```text 请按 https://skillhub.cn/install/skillhub.md 检查 SkillHub，搜索 `lls-headline-summary-maker`；仅在 slug 完全一致时安装到 `~/.workbuddy/skills/`。安装后读取 `~/.workbuddy/skills/lls-headline-summary-maker/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-headline-summary-maker` 后安装；界面文字可能随 WorkBuddy 版本变化。 # 罗老师标题与摘要助手 ## 前提 标题不是补救空内容的包装。先有已经核验的正文或视频内容，再压缩成承诺。 若源材料尚未完成，输出“暂定标题 + 需要正文兑现的清单”，不把暂定主张当事实。 ## 必要输入 ```text 源材料： 目标受众： 发布渠道：公众号 / 视频 / 搜索 / 报告 / 邮件 / 课程 希望读者采取的下一步： 必须保留的事实或关键词： 禁止夸大的边界： 标题长度与摘要字数： ``` ## 一、提取主张地图 只从源材料提取： - 对象：文章真正讨论谁或什么； - 问题：受众正在面对什么； - 新信息：材料提供了什么不同理解； - 结果：读完后能理解或完成什么； - 证据：案例、数据、演示或步骤； - 限制：结果在什么条件下成立。 每个候选标题都要能指回至少一个正文段落或画面证据。 ## 二、写一句核心承诺 ```text 这份内容帮助【受众】在【场景】下理解/完成【具体结果】，依据是【证据或方法】。 ``` 标题可以省略部分信息，但不能改变承诺强度。 ## 三、选择标题机制 每类先生成 2 个，不混成换词游戏： - **直给型**：准确说明主题和收益； - **问题型**：提出正文会真正回答的问题； - **对比型**：展示两种方法或认知差异； - **过程型**：强调步骤、复盘或实验； - **结果型**：正文有可核验证据时使用； - **对象型**：直接叫出特定受众和场景； - **反常识型**：材料确实推翻常见认知时使用。 不用“震惊、必看、颠覆、封神、所有人都”制造未被证明的紧迫感。 ## 四、做事实强度检查 逐词检查： …
Read the whole file at its exact version.
How to install
mdr add philrobinluo/ai-coevolution-skills/lls-headline-summary-maker@sha256:bd6367917d3572efThe line at the top of this page pins the label git:20260728.30a6cba, 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_vczwinayyfz32pkd)
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:20260728.30a6cba latest | 2026-07-28 | 30a6cba | 6,728 B | A | view · diff |
| git:20260728.7cf7926 | 2026-07-28 | 7cf7926 | 3,548 B | A | view · diff |
| v1.1.0 | 2026-07-28 | b17ce21 | 3,737 B | A | view · diff |
| v1.0.0 | 2026-07-28 | 540ced8 | 3,036 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 (6728 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_vczwinayyfz32pkd GET https://markdownregistry.com/api/v1/resolve?ref=philrobinluo/ai-coevolution-skills/lls-headline-summary-maker GET https://markdownregistry.com/api/v1/blob/bd6367917d3572efd25926d0605a6372deef34dae9d5fdde4b46cceb42d07728
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.