summarizer SKILL.md skillA
summarizer from strzhao/autopilot is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add strzhao/autopilot/summarizer@git:20260113.9f8c579Pins git:20260113.9f8c579 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- strzhao/autopilot
- Path
plugins/summarizer/skills/summarizer/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260113.9f8c579, committed Jan 13, 2026
- First version recorded
- Jan 12, 2026
- Size
- 2,449 bytes
- Repository stars
- 32
- License
- MIT
多模态内容摘要工具。自动识别文章、视频、音频链接，提取内容并生成结构化摘要，通过flomo MCP保存。.
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
# 任务 (Task)
根据下方提供的内容链接，产出一份多层次、结构化的摘要。严格遵循“输出格式与要求”中的每一条指令。
立即使用 `TodoWrite` 创建包含以下项目的任务列表：
- [ ] **获取内容**：根据URL类型选择适当的MCP工具提取文本
- [ ] **生成结构化摘要**：基于内容创建7部分摘要
- 确保标签和来源一定要有，这个非常重要
- [ ] **保存到flomo**：总结后的内容通过flomo mcp保存
# 输出格式与要求 (Output Format and Requirements)
1. 一句话核心思想 (Core Idea in One Sentence):
- 用一句话总结整篇文章最核心的观点或结论。必须精炼，直击要害。
2. 核心论点 (Key Arguments):
- 以有序列表的形式，列出支撑核心思想的 3-5 个主要论点。
- 每个论点后，用一小段话（不超过 50 字）简要说明其论证过程或关键证据。
- 每个论点，如果有对应的图片可以方便用户更好的理解内容，把图片也展示出来
3. 关键信息与数据 (Key Information & Data):
- 以无序列表的形式，提取文章中所有关键的、作为证据支撑的数据、事实或案例。
- 如果没有，请明确指出“本文未提供具体的量化数据或案例。”
4. 结论 (Conclusion):
- 总结文章得出的最终结论或提出的最终解决方案。
5. 关键术语解释 (Explanation of Key Terms):
- 列出并解释文章中出现的、可能对普通读者造成理解障碍的核心术语。
- 如果没有，请明确指出“本文无复杂的专业术语。”
6. 标签(tags)
- flomo 非常善于通过标签进行关联和总结，基于文章内容理由，生成高质量的标签
- 必须包含标签：文章总结
7. 来源
- 在文章末尾附上来源链接，方便在必要情况下进一步展开来源的阅读
# 核心原则 (Core Principles)
- 方便阅读: 输出 markdown 格式，方便论读者可以直观高效的完成阅读
- 绝对忠实 (Absolute Fidelity): 严禁任何形式的个人解读、评论或信息增删。所有内容必须直接源于原文。
- 结构至上 (Structure First): 严格按照上述格式输出，不得更改标题或顺序。Read the whole file at its exact version.
How to install
mdr add strzhao/autopilot/summarizer@sha256:04ca8ec3ff0fdc58The line at the top of this page pins the label git:20260113.9f8c579, 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_xlj2ud3hysq4fnzq)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Jan 12, 2026 and Jan 13, 2026, more than one a day.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260113.9f8c579 latest | 2026-01-13 | 9f8c579 | 2,449 B | A | view · diff |
| git:20260113.d52028c | 2026-01-13 | d52028c | 2,688 B | A | view · diff |
| git:20260112.7919dd0 | 2026-01-12 | 7919dd0 | 2,631 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 (2449 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
strzhao/autopilot · 32 stars · license MIT · pushed 2026-10-28 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_xlj2ud3hysq4fnzq GET https://markdownregistry.com/api/v1/resolve?ref=strzhao/autopilot/summarizer GET https://markdownregistry.com/api/v1/blob/04ca8ec3ff0fdc58c77f2480c799cc7ef62919853c13f57d82358471e22c3b22
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.
More from strzhao/autopilot
Every file in strzhao/autopilot