https://github.com/sqliang/deep-insight-engines
A highly structured, polyglot AI engine collection for personal learning, deep reading, repository analysis, and automated engineering workflows.
https://github.com/sqliang/deep-insight-engines
ai-powered claude-code claude-code-skills code-analysis documentation-generator repository-analysis
Last synced: 22 days ago
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A highly structured, polyglot AI engine collection for personal learning, deep reading, repository analysis, and automated engineering workflows.
- Host: GitHub
- URL: https://github.com/sqliang/deep-insight-engines
- Owner: sqliang
- License: mit
- Created: 2026-04-11T10:02:07.000Z (2 months ago)
- Default Branch: main
- Last Pushed: 2026-05-12T13:27:54.000Z (about 1 month ago)
- Last Synced: 2026-05-12T14:30:31.530Z (about 1 month ago)
- Topics: ai-powered, claude-code, claude-code-skills, code-analysis, documentation-generator, repository-analysis
- Language: Python
- Homepage:
- Size: 192 KB
- Stars: 0
- Watchers: 0
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# Deep Insight Engines
[](LICENSE)
[](https://www.python.org/)
[](https://github.com/astral-sh/uv)
> AI 引擎集合 — 面向学习、阅读、代码分析与工程自动化，通过 Claude Code Skill/Command 接口提供结构化上下文洞察。
---
## 引擎总览
| 引擎 | 说明 | 文档 |
|------|------|------|
| `repo-insight` | 代码库深度分析 · AST 解析 · 链路追踪 | [→](engines/repo-insight/README.md) |
| `multi-sense-insight` | PDF 智能提取 · OCR · 结构化 Markdown | [→](engines/multi-sense-insight/pdf-reader/README.md) |
| `insight-stack-blog` | Obsidian 知识库 · 元数据管理 · 双向链接 | [→](engines/insight-stack-blog/README.md) |
| `git-workflow` | 规范提交 · 分支管理 · CHANGELOG | [→](engines/git-workflow/skills/git-workflow/SKILL.md) |
---
## 引擎详情
### `repo-insight` — 代码库深度分析
对目标项目进行 AST 级结构树解析与核心链路追踪，生成结构化架构视图。支持 GitHub URL 或本地目录一键分析。
- **github-source-decoder** — GitHub 仓库在线分析 → [README](engines/repo-insight/github-source-decoder/README.md)
- **repo-insight-skill** — 本地仓库深度扫描 → [README](engines/repo-insight/repo-insight-skill/README.md)
### `multi-sense-insight` — 多模态学习资料处理
自动将 PDF 转为结构化 Markdown：文本型通过 [markitdown](https://github.com/microsoft/markitdown) 提取，扫描型通过 tesseract OCR 兜底。
- **pdf-reader** — PDF 智能提取与结构化 → [README](engines/multi-sense-insight/pdf-reader/README.md)
### `insight-stack-blog` — Obsidian 知识库管理
AI 驱动的笔记整理与智能关联，无需 Obsidian 环境，通用 Markdown 文件均可用。
- **markdown-frontmatter-engine** — 语义生成/更新 frontmatter 属性 → [README](engines/insight-stack-blog/skills/markdown-frontmatter-engine/README.md)
- **obsidian-smart-links** — 笔记/章节/段落三层粒度双向链接 → [SKILL](engines/insight-stack-blog/skills/obsidian-smart-links/SKILL.md)
### `git-workflow` — Git 工作流自动化
Conventional Commits 规范提交、rebase 线性历史、CHANGELOG 自动更新。
- **commit-added** — 智能提交已暂存代码 → [命令](engines/git-workflow/commands/commit-added.md)
- **commit-code** — 规范提交 + CHANGELOG 集成 → [命令](engines/git-workflow/commands/commit-code.md)
- **git-workflow** — 分支管理 / 同步 / push 安全协议 → [SKILL](engines/git-workflow/skills/git-workflow/SKILL.md)
---
## 环境
| 依赖 | 版本 | 说明 |
|------|------|------|
| [Python](https://www.python.org/) | ≥ 3.10 | 运行环境 |
| [uv](https://github.com/astral-sh/uv) | latest | 包管理与虚拟环境 |
---
## 目录结构
```
deep-insight-engines/
├── engines/
│ ├── repo-insight/ # 代码库分析器
│ │ ├── github-source-decoder/
│ │ └── repo-insight-skill/
│ ├── multi-sense-insight/ # 多模态学习资料处理
│ │ └── pdf-reader/
│ ├── insight-stack-blog/ # Obsidian 知识库管理
│ │ ├── skills/
│ │ ├── commands/
│ │ └── test/
│ └── git-workflow/ # Git 工作流自动化
│ ├── commands/
│ └── skills/
├── LICENSE
├── .gitignore
└── README.md
```
---
## 许可证
[MIT](LICENSE) © Deep Insight Engines