research-material-scout

@huangruiteng⭐ 4.0k stars

Use when the user asks Codex to research, find learning materials, process "素材：" links, "请你读" / "精读" a material, build a material radar, or use multi-source information retrieval for career learning and Agent infra tracking. Do not use the career/Agent-infra routing bias for user-directed `整理笔记` into a named note.

Choose how to use this skill

You do not need every option. Choose the path your AI client supports. The stable page stays the same; versioned files are immutable.

Adopt or update this skill from https://proskills.md/skills/other/huangruiteng-cs-notes-codex-skills-research-material-scout. First identify the installation path supported by this platform, detect whether it is already installed, compare the installed version with the latest stable release, show me what will change, and only then install or update it. If no native installer is available, use the complete package or source fallback described on the page.

1. Native installer

This listing has no registered native installer command. Use the complete package or source fallback below, depending on what your client supports.

Do not guess an installer command or replace an existing version without reviewing the diff.

2. Complete package recommended

Download the ZIP when available. It includes SKILL.md plus the references, security notes and version metadata.

No complete ProSkills package is published for this listing yet.

3. Prompt-only

Copy the prompt above when the agent can read the stable page or when you want to adopt the workflow without installing a skill.

Need only the instruction file?

Download SKILL.md only if your client requires a single file. The complete ZIP is safer for a full installation because it preserves the references and release context.

No path installs or executes anything by itself. Your agent still needs access to the project files. Before updating, compare the installed version and review the diff.

—/10

// RATINGS

⭐GitHub Stars

⭐⭐⭐⭐⭐ 4.0k on GitHubGitHub ↗

Very popular

🟢ProSkills Score

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📍

Not yet listed on ClawHub or SkillsMP

// README

CS-Notes

2021年版Intro

我的自学笔记，在学习MLSys和C++，整理算法、操作系统，后续学习分布式系统，终身更新。
我不是贵系oi出身的大神，目前在以一个初学者的心态补习计算机知识，学习路径和心得可能更值得大家借鉴。

2025年版Intro

笔记的 AI 自动化管理，参考 .trae/documents 文件夹中的内容
多了太多内容，无从谈起，建议看目录。

笔记目录

笔记按主题分层，文件都在 Notes/ 下（同名子目录存放该笔记的图片与资源）。

计算机基础
- 操作系统与系统
  - APUE / OSTEP
  - Linux多线程服务端编程-muduo / 操作系统
  - CSAPP / CSAPP-Labs / Shell-MIT-6-NULL
  - Computer-Architecture / Assembly / Compiling / Metaprogramming
- 网络与通信
  - 通信与网络
  - CS144-Lab / CS144-Lecture
算法与编程
编程语言与工具
- C++ / Go / java / python
- Rust / TypeScript / Functional-Programming
- regex / protobuf等基本工具
- git / Editor / Debugging-and-Profiling
数据与分布式
- Database
- Distributed-Systems
AI / 机器学习
- 基础与算法
- 大模型与系统
软件工程与开源
通用与生活

笔记心得

当前公开学习材料见 Learning-Materials：Top30 与 ranked backlog、其余候选，以及数据库与分布式系统补课讲义。

笔记与素材的管理代码、规则和测试集中在 note-system，与学习内容分开维护。

用「子标题」清晰表达结构
在「子标题」压缩信息：提炼正文内容

关于本仓库

This repository uses Github as image host, for the simplicity and reliability of backup.
顶层目录中，Notes/ 放长期笔记，snippets/ 放可复用脚本与代码片段，prompts/ 放可复用 prompt 资产。
本仓库内容由自制笔记转化器自动生成
- remaining bug: 包含$的行会视为latex行内公式转化为公式图片，但这样会将shell代码转换，需要判断是否在latex代码域内，予以排除
- solution: clone仓库，用Typora阅读Note文件夹里的本体文件
内推字节AML团队，请联系 [email protected]

社交媒体

小红书: 观想人间的一团云，当前3-4k粉丝
知乎咨询

Star History

// HOW IT'S BUILT

KEY FILES

.codex/skills/research-material-scout/SKILL.mdREADME.md

// REPO STATS

4.0k stars

// SHARE

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