Home / pensivefei / deep-read-summarize · GitHub

deep-read-summarize SKILL.md skillA

deep-read-summarize from pensivefei/deep-read-summarize is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add pensivefei/deep-read-summarize/deep-read-summarize@git:20261105.4d260c0

Pins git:20261105.4d260c0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
pensivefei/deep-read-summarize
Path
skills/deep-read-summarize/SKILL.md
Versions recorded
12
Latest version
git:20261105.4d260c0, committed Nov 5, 2026
First version recorded
Aug 20, 2026
Size
11,651 bytes
Repository stars
38
License
MIT

深度精读并总结书籍/学术论文/视频/网页，输出带 YAML frontmatter 的标准 Markdown 笔记（2500+ 字，含术语表/批判分析/行动要点/延伸阅读；可直接放进 Obsidian / Logseq / 静态站点内容目录）.

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

# deep-read-summarize — 深度精读与总结

把一本书、一篇论文、一个视频或网页，精读成一篇结构化的标准 Markdown 笔记。

正文是通用 CommonMark（**无双链、无 callout、无编辑器专属语法**），所以 Obsidian（配合 Dataview）、Logseq、Jekyll / Hugo / Astro 的内容目录，以及任意 Markdown 编辑器都能直接使用。

## 能力

- 书籍（PDF/EPUB/MOBI）、论文（arXiv/PDF/HTML）、视频（字幕优先，无字幕自动转写）、网页
- 长内容分块后由并行子代理精读（MapReduce），降低单个代理的上下文压力；超长资料仍受宿主上下文和工具读取上限约束
- 获取/分块与质量校验的输出受 JSON Schema 约束，结构稳定、下游可解析
- 分块计划与子代理数量受 `maxChunks` 强制约束（计划失控会顶穿单次调用时限）
- 关键引用标注页码/章节/段落，降低编造风险
- 配置错误终止（FATAL）；内容解析失败降级标记缺口继续
- 输出**标准 Markdown + YAML frontmatter**：正文为通用 CommonMark，frontmatter 的 `type` 字段可配 Dataview 查询

## 输入

用户提供：内容链接或本地文件路径。
可选参数：`type`（auto/book/paper/video/web）、`options`（minWords / fastMode / maxChunks / readConcurrency / parallelQuality / readCache / readCacheIdentity / maxRetries / requireCitations / includeTimestamps / transcribe / whisperModel / language / device / cpuThreads / transcriptCache / outputDir / tempDir / frontmatter）。

优先调用插件提供的 `deep_read_summarize` 工具，参数为 `{ input, type, options }`。如果当前宿主没有这个工具，按技能末尾提供的 meta / script / args 调用 `workflow` 工具。两种入口执行相同的获取、精读与质量核验。

`options.frontmatter` 决定 frontmatter 用哪套键（默认 `obsidian`，与历史行为一致）：
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add pensivefei/deep-read-summarize/deep-read-summarize@sha256:69c37748397aa5b1

The line at the top of this page pins the label git:20261105.4d260c0, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_3kekbccshknigp6u.svg)](https://markdownregistry.com/a/art_3kekbccshknigp6u)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 12 versions of this file, between Aug 20, 2026 and Nov 5, 2026, about one every 7 days.

versioncommittedcommitsizeaudit
git:20261105.4d260c0 latest2026-11-05 4d260c0 11,651 BA view · diff
git:20261101.d1373a12026-11-01 d1373a1 10,749 BA view · diff
git:20261025.4683b572026-10-25 4683b57 9,867 BA view · diff
git:20261024.57eba472026-10-24 57eba47 8,989 BA view · diff
git:20261023.1551c412026-10-23 1551c41 8,476 BA view · diff
git:20261019.d6c864d2026-10-19 d6c864d 7,833 BA view · diff
git:20261009.54bf7672026-10-09 54bf767 7,146 BA view · diff
git:20260923.79325742026-09-23 7932574 6,650 BA view · diff
git:20260916.29ec4042026-09-16 29ec404 5,777 BA view · diff
git:20260910.a877b622026-09-10 a877b62 5,052 BA view · diff
git:20260828.39cc4932026-08-28 39cc493 4,043 BA view · diff
git:20260820.673943d2026-08-20 673943d 2,657 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (11651 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

GitHub

pensivefei/deep-read-summarize · 38 stars · license MIT · pushed 2026-11-05 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_3kekbccshknigp6u
GET https://markdownregistry.com/api/v1/resolve?ref=pensivefei/deep-read-summarize/deep-read-summarize
GET https://markdownregistry.com/api/v1/blob/69c37748397aa5b1198208d02352b3899dccb731c7c5f26cec7ca2fad8fa5e47

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.

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