No red flags found in any of the 11 categories — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →
by FanPUYen · Codex Skill · ★ 116
Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h
🔒 Is deep-reading-coach safe to install? View the security audit →
Deep Reading Coach 中文 | English 是一个 Codex skill，用来帮助你更认真、更有方法地读书、读 PDF、读文章，或者围绕一个主题比较多份资料。 它不是普通的“总结器”，更像一个阅读教练。它会先帮你判断资料怎么读，再帮你拆结构、抓概念、看论证，最后把阅读结果和你的目标联系起来。 它能做什么 适合用来： 快速判断一本书值不值得读 给一本书或 PDF 制定阅读路线 提炼一本书的主题、结构、重点章节 深度拆解作者的问题、概念、主张和论证 生成结构化读书笔记 围绕一个主题比较多本书或多篇文章 把阅读结果转成问题清单、洞察或行动建议 快速开始 在 Codex 里直接说： 如果你有文件路径，可以这样说： 你不需要知道“检视阅读、分析阅读、主题阅读”这些术语。这个 skill 会根据你的说法自动选择合适的方式。 模糊说法也可以 你不需要把指令写得很标准。很口语的说法也可以： 这个 skill 会自动判断应该先做快速预览、简明总结、深度拆解、主题研究，还是阅读计划。如果实在判断不出来，它应该只问一个简短问题，而不是让你选择专业术语。 什么时候不该用它 这个 skill 适合“读懂、总结、分析、评价、比较、做笔记”。如果你只是做机械文件处理，不一定需要它。 不适合只用它处理： 提取某一页文字 只做 OCR 把 PDF 转成 Word/Markdown 搜索某个关键词 导出表格到 Excel 统计字数、页数、图片数 列出 PDF 里的图片或元数据 只翻译某一页或某一段 如果你同时要求理解，就适合用它： PDF 读取 当你提供 PDF 时，这个 skill 应该先检查 PDF 是否能可靠读取，而不是直接开始分析。 它自带一个辅助脚本： 这个脚本会诊断： 页数 是否能直接提取文字 是否像扫描版或图片版 PDF 空页或低质量页面 是否有乱码/异常提取 是否识别到目录 哪些页面需要复查 建议读取方式 典型命令： 如果 PDF 是文本型，skill 会保留页码并读取提取文本。如果 PDF 是扫描版或混合型，skill 会先标明证据等级：哪些是已确认，哪些是根据目录和结构做出的合理推断，哪些需要 OCR 或重读确认，而不是假装已经完整读懂。 在 Windows 上，优
| Stars | 116 |
| Forks | 1 |
| Language | Python |
| Category | Codex Skill |
| Quality Score | 55.7845155690582/100 |
| Last Updated | 2026-06-04 |
| Created | 2026-06-04 |
| Platforms | codex, python |
| Est. Tokens | ~5k |
These tools work well together with deep-reading-coach for enhanced workflows:
Looking for a deep-reading-coach alternative? If you're comparing deep-reading-coach with other codex skill tools, these 2 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.
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deep-reading-coach is A Codex skill for deep reading books and PDFs. It is categorized as a Codex Skill with 116 GitHub stars.
deep-reading-coach is primarily written in Python.
You can find installation instructions and usage details in the deep-reading-coach GitHub repository at github.com/FanPUYen/deep-reading-coach. The project has 116 stars and 1 forks, indicating an active community.
The top alternatives to deep-reading-coach on Agent Skills Hub include solana-dev-skill, theorist. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.
Grades come from a rule-based scan built on the SlowMist agent-security taxonomy, covering 11 red-flag categories including credential harvesting, data exfiltration, and curl | sh installers. It is a first-layer scan, not a manual audit — we say so rather than overstate it.
The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.
Sources & who's responsible: