ai-collab-playbook
agent
Warn
Health Warn
- No license — Repository has no license file
- Description — Repository has a description
- Active repo — Last push 0 days ago
- Community trust — 173 GitHub stars
Code Pass
- Code scan — Scanned 12 files during light audit, no dangerous patterns found
Permissions Pass
- Permissions — No dangerous permissions requested
Purpose: This is a collection of reusable workflows, prompt templates, and rules designed to facilitate AI collaboration for research, writing, and coding tasks. It primarily serves as a knowledge base and methodological guide.
Security Assessment: Overall risk: Low. The repository is fundamentally a collection of text documents and guidelines rather than an executable software package. A code scan of 12 files found no dangerous patterns, hardcoded secrets, or requests for dangerous permissions. Because the project does not execute shell commands, access sensitive local data, or make external network requests, it poses negligible direct security risks to your system.
Quality Assessment: Quality is good and the project is very active. It received a recent push (as of today), indicating active maintenance. Community trust is solid, demonstrated by 173 GitHub stars. However, the repository lacks a formal license file. This is a significant drawback for developers because, without a defined license, standard copyright applies, meaning you technically do not have explicit legal permission to use, modify, or distribute the materials.
Verdict: Safe to use from a security standpoint, but use with caution regarding legal rights since the repository lacks a formal open-source license.
Security Assessment: Overall risk: Low. The repository is fundamentally a collection of text documents and guidelines rather than an executable software package. A code scan of 12 files found no dangerous patterns, hardcoded secrets, or requests for dangerous permissions. Because the project does not execute shell commands, access sensitive local data, or make external network requests, it poses negligible direct security risks to your system.
Quality Assessment: Quality is good and the project is very active. It received a recent push (as of today), indicating active maintenance. Community trust is solid, demonstrated by 173 GitHub stars. However, the repository lacks a formal license file. This is a significant drawback for developers because, without a defined license, standard copyright applies, meaning you technically do not have explicit legal permission to use, modify, or distribute the materials.
Verdict: Safe to use from a security standpoint, but use with caution regarding legal rights since the repository lacks a formal open-source license.
Practical AI collaboration playbook for research, writing, reading, and coding: article, prompts, agent rules, and reusable skills.
README.md
读主文章 · Skills 目录 · Prompts · English
面向科研、写作、阅读和编程的 AI 协作实战手册。不是零散技巧清单,而是把协作守则、Prompts 和 Skills 组织成一套可复用的工作流。
这里公开的是我愿意同步到 GitHub 的版本。公开版通常每周五同步,有明显改动时可能提前。
图集速览
![]() 学习指南 噪声很大的时候,先把自己的判断稳住。 |
![]() Code Agent 框架 怎么把多个模型和 agent 接进一套工作流。 |
![]() 学习路线 AI 时代哪些基本功还值得补。 |
仓库内容
| 类别 | 入口 | 说明 |
|---|---|---|
| 主文章 | docs/phd-ai-collab.md |
完整方法论,2026-03-20 版 |
| 协作守则 | AGENTS.md / CLAUDE.md |
我平时真在用的 AI 协作规则 |
| Prompts | prompts/ |
提示词优化器、概念解释器、论文精读等 5 个模板 |
| 完整 Skills | skills/full/README.md |
仓内所有 skill 总目录 |
| 配图 | docs/figs/ |
总览图、学习指南、框架图、路线图 |
独立仓库的 Skills
以下 Skills 已拆出独立维护:
| Skill | 用途 |
|---|---|
| paper-review-pipeline | 论文审稿流水线 |
| paperreview | 论文评审 |
| skills-governance | Skills 治理 |
| session-recovery-codex | 会话恢复 |
| collaborating-with-codex | Codex 协作 |
| completion-learn | 完成后复盘学习:先自我,再协作,再工具 |
| xhs-note-creator | 小红书笔记创作 |
| prompt-polisher | 提示词润色 |
| writing-anti-ai | 去 AI 味写作 |
| xhs-longform-private-publisher | 小红书长文发布 |
反馈
- 随手留言 / 读后反馈:Discussions
- 勘误 / 结构建议:提 Issue
- 小红书转发版:链接
Star History
Reviews (0)
Sign in to leave a review.
Leave a reviewNo results found



