diff --git a/README.en.md b/README.en.md
new file mode 100644
index 00000000..bda324db
--- /dev/null
+++ b/README.en.md
@@ -0,0 +1,159 @@
+
+
+
+
+# PaperForge
+
+[](https://github.com/LLLin000/PaperForge/releases)
+[](https://python.org)
+[](LICENSE)
+
+[简体中文](README.md) · **English**
+
+> **Forge Knowledge, Empower Insight.**
+
+PaperForge is an Obsidian-based literature workspace for researchers.
+It turns Zotero libraries, PDFs, figures, and OCR output into structured notes, searchable corpora, and AI-ready reading workflows.
+
+The tone of the project is inspired by a forge: raw papers go in, usable knowledge assets come out. The product itself stays practical, installation-focused, and built for real research work.
+
+```text
+Download plugin → Enable in Obsidian → Open wizard → Fill config → Click Install → Done
+```
+
+## What PaperForge Does
+
+PaperForge connects the full path from source literature to structured insight.
+
+| Layer | Output | Use it for |
+|-------|--------|------------|
+| **Index cards** | Structured metadata records with frontmatter | Search, browse, Base views |
+| **Full-text corpus** | OCR-generated `fulltext.md` | LLM workflows, RAG, QA |
+| **Figure database** | Figure images, captions, and figure maps | Multimodal analysis and evidence tracing |
+| **Deep reading notes** | 3-pass AI analysis with chart review and critique | Reviews, synthesis, writing prep |
+
+## Why It Feels Different
+
+- **Short setup path**: plugin install plus guided wizard, not a terminal-heavy onboarding.
+- **Full workflow**: sync, OCR, figures, notes, and agent commands live around the same vault.
+- **AI-ready outputs**: not just files, but research assets that are easy to retrieve, inspect, and reuse.
+- **Built around existing tools**: PaperForge extends Zotero and Obsidian instead of replacing them.
+
+## Install
+
+### Obsidian Plugin (Recommended)
+
+1. Download the plugin files from the [latest release](https://github.com/LLLin000/PaperForge/releases/latest).
+2. Copy them into `vault/.obsidian/plugins/paperforge/`.
+3. Enable `PaperForge` in Obsidian community plugins.
+4. Open the settings page and click `打开安装向导`.
+5. Follow the 5-step wizard: Overview → Directory Config → Agent & Keys → Install → Done.
+
+> The wizard auto-detects Python, Zotero, and Better BibTeX before installation starts.
+
+### Prerequisites
+
+| Software | Purpose | Get it |
+|----------|---------|--------|
+| Python 3.9+ | Run PaperForge CLI and backend tasks | https://python.org |
+| Zotero | Literature management | https://zotero.org |
+| Better BibTeX | Auto-export metadata as JSON | https://retorque.re/zotero-better-bibtex/ |
+| PaddleOCR Key | OCR text and layout extraction | https://aistudio.baidu.com/paddleocr |
+
+### CLI (Advanced)
+
+```bash
+cd /path/to/your/vault
+pip install git+https://github.com/LLLin000/PaperForge.git
+python -m paperforge setup --headless --agent opencode --paddleocr-key
+```
+
+## Usage
+
+| Action | How |
+|--------|-----|
+| **Open Dashboard** | `Ctrl+P` → `PaperForge: Open Dashboard`, or click the sidebar icon |
+| **Sync Literature** | Dashboard → `Sync Library` |
+| **Run OCR** | Dashboard → `Run OCR` |
+| **Deep Read** | `/pf-deep ` |
+| **Quick Query** | `/pf-paper ` |
+
+### Dashboard
+
+
+
+
+
+## Commands
+
+### Obsidian Commands
+
+| Command | Description |
+|---------|-------------|
+| `PaperForge: Open Dashboard` | Open the status panel and quick actions |
+| `PaperForge: Sync Library` | Sync Zotero and generate notes |
+| `PaperForge: Run OCR` | Extract full text and figures |
+
+### Agent Commands
+
+| Command | Description | Requires |
+|---------|-------------|----------|
+| `/pf-deep ` | Full 3-pass deep reading | OCR complete |
+| `/pf-paper ` | Quick paper QA | Formal note exists |
+| `/pf-sync` | Sync Zotero | Installed |
+| `/pf-ocr` | Run OCR | Installed |
+| `/pf-status` | System status | Installed |
+
+### CLI Commands
+
+| Command | Description |
+|---------|-------------|
+| `paperforge sync` | Sync Zotero and generate notes |
+| `paperforge ocr` | Run OCR |
+| `paperforge status` | Show system overview |
+| `paperforge doctor` | Diagnose configuration |
+| `paperforge update` | Update PaperForge |
+
+## Supported Agent Platforms
+
+| Platform | Agent Commands | Setup |
+|----------|---------------|-------|
+| **OpenCode** | Full `/pf-*` support | `.opencode/command/` + `.opencode/skills/` |
+| **Claude Code** | `/pf-deep`, `/pf-paper` | `.claude/skills/` |
+| **Cursor** | `/pf-deep`, `/pf-paper` | `.cursor/skills/` |
+| **GitHub Copilot** | `/pf-deep`, `/pf-paper` | `.github/skills/` |
+| **Windsurf** | `/pf-deep`, `/pf-paper` | `.windsurf/skills/` |
+| **Codex** | `$pf-deep`, `$pf-paper` | `.codex/skills/` |
+| **Cline** | `/pf-deep`, `/pf-paper` | `.clinerules/` |
+
+## Docs
+
+| Document | Content |
+|----------|---------|
+| [Setup Guide](docs/setup-guide.md) | Full setup walkthrough |
+| [Quick Install](docs/INSTALLATION.md) | Short install path |
+| [Post-Install Guide](AGENTS.md) | First-use workflow guide |
+| [Changelog](CHANGELOG.md) | Version history |
+| [Contributing](CONTRIBUTING.md) | Dev setup and conventions |
+
+## License
+
+[CC BY-NC-SA 4.0](https://creativecommons.org/licenses/by-nc-sa/4.0/). Non-commercial use only.
+
+## Acknowledgments
+
+PaperForge builds on excellent open-source foundations:
+
+| Project | Role |
+|---------|------|
+| [PaddleOCR / PaddleOCR-VL](https://github.com/PaddlePaddle/PaddleOCR) | PDF OCR, layout detection, and figure extraction |
+| [Obsidian](https://obsidian.md) | Knowledge workspace and plugin host |
+| [Better BibTeX for Zotero](https://retorque.re/zotero-better-bibtex/) | Metadata auto-export |
+| [PyMuPDF (fitz)](https://github.com/pymupdf/PyMuPDF) | Local PDF validation and sanitization |
+| [requests](https://github.com/psf/requests) | OCR API client |
+| [tenacity](https://github.com/jd/tenacity) | Retry logic |
+| [Pillow](https://python-pillow.org) | Figure image processing |
+| [tqdm](https://github.com/tqdm/tqdm) | Progress bars |
+| [textual](https://github.com/Textualize/textual) | TUI components |
+
+> PaperForge aims to turn scattered papers, figures, and notes into research assets you can actually work with.
diff --git a/README.md b/README.md
index 65fdc9be..274846ab 100644
--- a/README.md
+++ b/README.md
@@ -1,11 +1,6 @@
-```
- ______ ___ ______ _________________ ___________ _____ _____
- | ___ \/ _ \ | ___ \ ___| ___ \ ___| _ | ___ \ __ \| ___|
- | |_/ / /_\ \| |_/ / |__ | |_/ / |_ | | | | |_/ / | \/| |__
- | __/| _ || __/| __|| /| _| | | | | /| | __ | __|
- | | | | | || | | |___| |\ \| | \ \_/ / |\ \| |_\ \| |___
- \_| \_| |_/\_| \____/\_| \_\_| \___/\_| \_|\____/\____/
-```
+
+
+
# PaperForge
@@ -13,57 +8,62 @@
[](https://python.org)
[](LICENSE)
-[简体中文](README.zh-CN.md) · **English**
+**简体中文** · [English](README.en.md)
-**Obsidian + Zotero literature pipeline. One plugin install, no terminal required.**
+> **铸知识为器,启洞见之明。**
+>
+> **Forge Knowledge, Empower Insight.**
+
+PaperForge 是一个面向研究者的 Obsidian 文献工作台。
+它接住 Zotero 里的论文、PDF、图表与 OCR 结果,把零散材料整理为可检索、可追问、可精读的结构化知识资产。
+
+从同步文献,到抽取全文与图表,再到 AI 深读与批判性梳理,整条链路尽量留在同一个知识环境里完成。
```text
-Download plugin → Enable in Obsidian → Open wizard → Fill config → Click Install → Done
+下载插件 → 在 Obsidian 启用 → 打开安装向导 → 填写配置 → 点击安装 → 开始使用
```
-*"From PDF to structured reading notes — all inside Obsidian."*
+## 从文献到洞见
----
+PaperForge 不是单纯的 OCR 工具,也不只是 Zotero 到 Obsidian 的搬运脚本。
+它更像一座知识炉:把原始论文、附件和图表炼成真正能被研究流程使用的材料。
-## What PaperForge Does
+| 层级 | 产出 | 用途 |
+|------|------|------|
+| **索引卡片** | 带结构化 frontmatter 的记录(标题、作者、期刊、DOI、标签、摘要) | 搜索、浏览、Base 视图筛选 |
+| **全文语料** | OCR 提取的 `fulltext.md` | 提供给 LLM、RAG、检索问答 |
+| **图表数据库** | 图表图片、caption 与 figure-map | 多模态分析、图表定位、证据追踪 |
+| **精读笔记** | AI 三阶段分析、图表解读、批判评估 | 文献综述、研究设计、写作准备 |
-PaperForge turns your Zotero library into an AI-ready literature knowledge base:
+## 为什么值得试试
-| Layer | What you get | How to use it |
-|-------|-------------|---------------|
-| **Literature index** | Structured notes with frontmatter (title, authors, journal, DOI, tags, abstract) | Search, browse, filter via Base views |
-| **Full-text corpus** | OCR-extracted markdown (`fulltext.md`) | Feed to LLMs for RAG or question answering |
-| **Figure database** | Figure-map with images + captions for every chart/table | Multimodal AI: "show me Figure 3 and explain" |
-| **Deep reading** | AI-written 3-pass analysis with chart review and critical evaluation | Literature synthesis, systematic reviews |
+- **安装路径短**:插件安装 + 向导配置,不要求用户长期在终端里维护流水线。
+- **工作流完整**:同步、OCR、图表、精读、Agent 命令都围绕同一个 Vault 组织。
+- **对 AI 友好**:输出不是一堆散文件,而是适合检索、提问、精读和后续写作的结构化资产。
+- **保留研究现场**:PaperForge 不取代 Zotero 与 Obsidian,而是把它们接成一条可持续使用的研究链。
----
+## 安装
-## Install
+### Obsidian 插件(推荐)
-### Obsidian Plugin (Recommended)
+1. 从 [最新 Release](https://github.com/LLLin000/PaperForge/releases/latest) 下载插件文件。
+2. 复制到 `vault/.obsidian/plugins/paperforge/`。
+3. 在 Obsidian 中启用 `PaperForge`。
+4. 打开设置页,点击 `打开安装向导`。
+5. 跟随 5 步向导完成安装:概览 → 目录配置 → Agent 与密钥 → 安装 → 完成。
-1. **Download** the plugin files from the [latest release](https://github.com/LLLin000/PaperForge/releases/latest)
+> 安装向导会自动检测 Python、Zotero 和 Better BibTeX 是否就绪。
-2. **Copy** into your vault: `{vault}/.obsidian/plugins/paperforge/`
+### 前置准备
-3. **Enable** in Obsidian: Settings → Community Plugins → PaperForge
+| 软件 | 用途 | 获取 |
+|------|------|------|
+| Python 3.9+ | 运行 PaperForge CLI 与后端流程 | https://python.org |
+| Zotero | 文献管理 | https://zotero.org |
+| Better BibTeX | Zotero JSON 自动导出 | https://retorque.re/zotero-better-bibtex/ |
+| PaddleOCR Key | OCR 文本与版面提取 | https://aistudio.baidu.com/paddleocr |
-4. **Open the wizard**: Settings → PaperForge → "打开安装向导"
-
-5. **Follow 5 steps**: Overview → Directory Config → Agent & Keys → Install → Done
-
-> The wizard auto-detects Python, Zotero, and Better BibTeX before starting.
-
-### Prerequisites
-
-| Software | Purpose | Get it |
-|----------|---------|--------|
-| Python 3.9+ | Run PaperForge CLI | https://python.org |
-| Zotero | Literature management | https://zotero.org |
-| Better BibTeX | Zotero plugin for JSON export | https://retorque.re/zotero-better-bibtex/ |
-| PaddleOCR Key | OCR text extraction | https://aistudio.baidu.com/paddleocr |
-
-### CLI (Advanced)
+### 命令行安装(高级用户)
```bash
cd /path/to/your/vault
@@ -71,74 +71,59 @@ pip install git+https://github.com/LLLin000/PaperForge.git
python -m paperforge setup --headless --agent opencode --paddleocr-key
```
----
+## 使用方式
-## Usage (All in Obsidian)
+全部核心流程都可以从 Obsidian 内启动。
-| Action | How |
-|--------|-----|
-| **Open Dashboard** | `Ctrl+P` → "PaperForge: Open Dashboard", or click sidebar book icon |
-| **Sync Literature** | Dashboard → "Sync Library" — pulls from Zotero, generates notes |
-| **Run OCR** | Dashboard → "Run OCR" — extracts full text & figures |
-| **Deep Read** | `/pf-deep ` — AI 3-pass analysis (must run in AI agent) |
-| **Quick Query** | `/pf-paper ` — fast paper Q&A |
+| 操作 | 方式 |
+|------|------|
+| **打开 Dashboard** | `Ctrl+P` → `PaperForge: Open Dashboard`,或点击左侧图标 |
+| **同步文献** | Dashboard → `Sync Library`,从 Zotero 拉取数据并生成笔记 |
+| **运行 OCR** | Dashboard → `Run OCR`,提取 PDF 全文与图表 |
+| **AI 精读** | `/pf-deep `,执行三阶段深度分析 |
+| **快速问答** | `/pf-paper `,对单篇论文快速提问 |
### Dashboard
-```
-┌──────────────────────────────────┐
-│ PaperForge ↻ │
-│ │
-│ [Papers: 550] [Notes: 520] [...]│
-│ │
-│ OCR Pipeline [Active] │
-│ ████████████░░░░░░░ 80% │
-│ Pending: 10 Active: 2 Done: 8│
-│ │
-│ Quick Actions │
-│ [Sync Library] [Run OCR] │
-└──────────────────────────────────┘
-```
+
+
+
----
+## 命令参考
-## Commands
+### Obsidian 命令面板
-### Obsidian Command Palette (`Ctrl+P`)
+| 命令 | 说明 |
+|------|------|
+| `PaperForge: Open Dashboard` | 打开状态面板与快捷操作 |
+| `PaperForge: Sync Library` | 同步 Zotero 并生成笔记 |
+| `PaperForge: Run OCR` | 提取全文和图表 |
-| Command | Description |
-|---------|-------------|
-| `PaperForge: Open Dashboard` | Open status panel with metrics and quick actions |
-| `PaperForge: Sync Library` | Sync Zotero and generate notes |
-| `PaperForge: Run OCR` | Extract PDF full text and figures |
+### Agent 命令
-### Agent Commands
+| 命令 | 说明 | 前置条件 |
+|------|------|---------|
+| `/pf-deep ` | 完整三阶段精读 | OCR 完成 |
+| `/pf-paper ` | 快速文献问答 | 已有正式笔记 |
+| `/pf-sync` | 同步 Zotero | 已安装 |
+| `/pf-ocr` | 运行 OCR | 已安装 |
+| `/pf-status` | 查看系统状态 | 已安装 |
-| Command | Description | Requires |
-|---------|-------------|----------|
-| `/pf-deep ` | Full 3-pass deep reading | OCR complete |
-| `/pf-paper ` | Quick Q&A | Formal note exists |
-| `/pf-sync` | Sync Zotero | Installed |
-| `/pf-ocr` | Run OCR | Installed |
-| `/pf-status` | System status | Installed |
+### CLI 命令
-### CLI (Optional)
+| 命令 | 说明 |
+|------|------|
+| `paperforge sync` | 同步 Zotero 并生成笔记 |
+| `paperforge ocr` | 运行 OCR |
+| `paperforge status` | 查看系统概览 |
+| `paperforge doctor` | 诊断配置问题 |
+| `paperforge update` | 更新 PaperForge |
-| Command | Description |
-|---------|-------------|
-| `paperforge sync` | Sync Zotero, generate notes |
-| `paperforge ocr` | Run OCR |
-| `paperforge status` | System overview |
-| `paperforge doctor` | Diagnose configuration |
-| `paperforge update` | Auto-update |
+## 支持的 Agent 平台
----
-
-## Supported Agent Platforms
-
-| Platform | Agent Commands | Setup |
-|----------|---------------|-------|
-| **OpenCode** | Full support (all `/pf-*` commands) | `.opencode/command/` + `.opencode/skills/` |
+| 平台 | Agent 命令 | 部署位置 |
+|------|-----------|---------|
+| **OpenCode** | 完整支持全部 `/pf-*` 命令 | `.opencode/command/` + `.opencode/skills/` |
| **Claude Code** | `/pf-deep`, `/pf-paper` | `.claude/skills/` |
| **Cursor** | `/pf-deep`, `/pf-paper` | `.cursor/skills/` |
| **GitHub Copilot** | `/pf-deep`, `/pf-paper` | `.github/skills/` |
@@ -146,80 +131,72 @@ python -m paperforge setup --headless --agent opencode --paddleocr-key
| **Codex** | `$pf-deep`, `$pf-paper` | `.codex/skills/` |
| **Cline** | `/pf-deep`, `/pf-paper` | `.clinerules/` |
-Select your platform in the wizard — files are deployed automatically.
+在安装向导中选择你的平台,相关文件会自动部署。
----
+## 配置
-## Configuration
+安装向导会处理绝大多数配置。默认生成的结构如下:
-All config is handled by the setup wizard. Generated files:
-
-```
+```text
vault/
-├── paperforge.json ← directory config + agent platform
+├── paperforge.json ← 目录配置 + Agent 平台
├── System/
│ └── PaperForge/
-│ ├── .env ← PaddleOCR API key
-│ ├── exports/ ← Better BibTeX JSON exports go here
+│ ├── .env ← PaddleOCR API Key
+│ ├── exports/ ← Better BibTeX JSON 导出目录
│ └── config/ ← domain-collections.json
├── Resources/
-│ ├── Notes/ ← formal literature notes (metadata + deep reading)
-│ └── Index_Cards/ ← index records (one per paper, by domain)
-└── Base/ ← Obsidian Base views (filterable table views)
+│ ├── Notes/ ← 正文笔记(元数据 + 精读笔记)
+│ └── Index_Cards/ ← 索引卡片(按领域组织)
+└── Base/ ← Obsidian Base 视图
```
-Environment variables (optional overrides):
+可选环境变量:
-| Variable | Default | Description |
-|----------|---------|-------------|
+| 变量 | 默认值 | 说明 |
+|------|--------|------|
| `PADDLEOCR_API_TOKEN` | — | PaddleOCR API Key |
-| `PAPERFORGE_LOG_LEVEL` | `INFO` | Logging level |
+| `PAPERFORGE_LOG_LEVEL` | `INFO` | 日志级别 |
----
+## 更新
-## Update
-
-Auto-update on every Obsidian restart (can be disabled in plugin settings). Or manually:
+默认可在 Obsidian 重启时自动更新,也可以手动执行:
```bash
paperforge update
-# or
+# 或
pip install --upgrade git+https://github.com/LLLin000/PaperForge.git
```
----
+## 文档
-## Documentation
+| 文档 | 内容 |
+|------|------|
+| [安装指南](docs/setup-guide.md) | 从零开始的完整教程 |
+| [快速安装](docs/INSTALLATION.md) | 简洁版安装步骤 |
+| [安装后指南](AGENTS.md) | 首次使用与工作流说明 |
+| [变更日志](CHANGELOG.md) | 版本历史 |
+| [贡献指南](CONTRIBUTING.md) | 开发环境与协作约定 |
-| Document | Content |
-|----------|---------|
-| [Setup Guide](docs/setup-guide.md) | Step-by-step from zero to running |
-| [Quick Install](docs/INSTALLATION.md) | Concise install instructions |
-| [Post-Install Guide](AGENTS.md) | First-time user guide and workflow |
-| [Changelog](CHANGELOG.md) | Version history |
-| [Contributing](CONTRIBUTING.md) | Dev setup and conventions |
+## 协议
----
+[CC BY-NC-SA 4.0](https://creativecommons.org/licenses/by-nc-sa/4.0/)。
+仅限非商业使用,详见 [LICENSE](LICENSE)。
-## License
+## 致谢
-[CC BY-NC-SA 4.0](https://creativecommons.org/licenses/by-nc-sa/4.0/) — Non-commercial use only.
-See [LICENSE](LICENSE) for details.
+PaperForge 站在这些优秀项目的肩膀上:
----
+| 项目 | 作用 |
+|------|------|
+| [PaddleOCR / PaddleOCR-VL](https://github.com/PaddlePaddle/PaddleOCR) | PDF OCR 引擎,负责文字提取、版面检测与图表分割 |
+| [Obsidian](https://obsidian.md) | 知识工作台与插件宿主 |
+| [Better BibTeX for Zotero](https://retorque.re/zotero-better-bibtex/) | 文献元数据自动导出 |
+| [PyMuPDF (fitz)](https://github.com/pymupdf/PyMuPDF) | 本地 PDF 验证与净化 |
+| [requests](https://github.com/psf/requests) | OCR API HTTP 客户端 |
+| [tenacity](https://github.com/jd/tenacity) | 指数退避重试机制 |
+| [Pillow](https://python-pillow.org) | 图表图片处理 |
+| [tqdm](https://github.com/tqdm/tqdm) | 进度条 |
+| [textual](https://github.com/Textualize/textual) | TUI 组件与诊断向导 |
-## Acknowledgments
-
-PaperForge stands on the shoulders of these excellent projects:
-
-| Project | Role |
-|---------|------|
-| [PaddleOCR / PaddleOCR-VL](https://github.com/PaddlePaddle/PaddleOCR) | PDF OCR engine — text extraction, layout detection, figure segmentation |
-| [Obsidian](https://obsidian.md) | Note-taking platform — plugin host, vault file structure |
-| [Better BibTeX for Zotero](https://retorque.re/zotero-better-bibtex/) | Auto-export citation data as JSON |
-| [PyMuPDF (fitz)](https://github.com/pymupdf/PyMuPDF) | Local PDF validation and sanitization |
-| [requests](https://github.com/psf/requests) | HTTP client for OCR API |
-| [tenacity](https://github.com/jd/tenacity) | Retry logic with exponential backoff |
-| [Pillow](https://python-pillow.org) | Image processing for figure assets |
-| [tqdm](https://github.com/tqdm/tqdm) | Progress bars |
-| [textual](https://github.com/Textualize/textual) | TUI components (diagnostic wizard) |
+> 把论文、PDF、图表与注释从零散材料炼成真正可用的知识器物,这就是 PaperForge 想做的事。
diff --git a/README.zh-CN.md b/README.zh-CN.md
index f434292a..05464af7 100644
--- a/README.zh-CN.md
+++ b/README.zh-CN.md
@@ -1,225 +1,8 @@
-```
- ______ ___ ______ _________________ ___________ _____ _____
- | ___ \/ _ \ | ___ \ ___| ___ \ ___| _ | ___ \ __ \| ___|
- | |_/ / /_\ \| |_/ / |__ | |_/ / |_ | | | | |_/ / | \/| |__
- | __/| _ || __/| __|| /| _| | | | | /| | __ | __|
- | | | | | || | | |___| |\ \| | \ \_/ / |\ \| |_\ \| |___
- \_| \_| |_/\_| \____/\_| \_\_| \___/\_| \_|\____/\____/
-```
-
# PaperForge
-[](https://github.com/LLLin000/PaperForge/releases)
-[](https://python.org)
-[](LICENSE)
+中文主 README 已迁移至 [README.md](README.md)。
-> [English](README.md) · **简体中文**
+- 中文主版:`README.md`
+- English version: [README.en.md](README.en.md)
-**Obsidian + Zotero 文献管理流水线。安装一个插件,全程无需终端。**
-
-```text
-下载插件 → Obsidian 中启用 → 打开安装向导 → 填写配置 → 点安装 → 完成
-```
-
-*"从 PDF 到结构化精读笔记,全在 Obsidian 内完成。"*
-
----
-
-## PaperForge 能做什么
-
-把你的 Zotero 文献库转化为 AI 可直接读取的知识库:
-
-| 层级 | 产出 | 用途 |
-|------|------|------|
-| **索引卡片** | 带结构化 frontmatter 的索引记录(标题/作者/期刊/DOI/标签/摘要) | 搜索、浏览、Base 视图筛选 |
-| **全文语料** | OCR 提取的纯文本 markdown(`fulltext.md`) | 喂给 LLM、RAG、问答 |
-| **图表数据库** | 每张图表的图片链接 + 说明文字 | 多模态分析:"展示图 3 并解释" |
-| **精读笔记** | AI 写作的三阶段分析 + 图表审查 + 批判评估 | 文献综述、系统评价 |
-
----
-
-## 安装
-
-### Obsidian 插件(推荐)
-
-1. **下载**插件文件:[最新 Release](https://github.com/LLLin000/PaperForge/releases/latest)
-
-2. **放入** Vault 目录:`{vault}/.obsidian/plugins/paperforge/`
-
-3. **启用**:Obsidian → 设置 → 第三方插件 → PaperForge
-
-4. **打开安装向导**:设置 → PaperForge → "打开安装向导"
-
-5. **跟随 5 步向导**:概览 → 目录配置 → Agent 与密钥 → 安装 → 完成
-
-> 安装向导会自动检测 Python、Zotero、Better BibTeX 是否就绪。
-
-### 前置准备
-
-| 软件 | 用途 | 获取 |
-|------|------|------|
-| Python 3.9+ | 运行 PaperForge CLI | https://python.org |
-| Zotero | 文献管理 | https://zotero.org |
-| Better BibTeX | Zotero 插件(JSON 导出) | https://retorque.re/zotero-better-bibtex/ |
-| PaddleOCR Key | OCR 文字识别 | https://aistudio.baidu.com/paddleocr |
-
-### 命令行安装(高级用户)
-
-```bash
-cd /path/to/your/vault
-pip install git+https://github.com/LLLin000/PaperForge.git
-python -m paperforge setup --headless --agent opencode --paddleocr-key
-```
-
----
-
-## 使用方式(全在 Obsidian 内)
-
-| 操作 | 方式 |
-|------|------|
-| **打开面板** | `Ctrl+P` → "PaperForge: Open Dashboard",或点左侧书本图标 |
-| **同步文献** | 面板中点击 "Sync Library" — 从 Zotero 拉取文献,生成索引卡片和正文笔记 |
-| **运行 OCR** | 面板中点击 "Run OCR" — 提取 PDF 全文和图表 |
-| **AI 精读** | `/pf-deep ` — AI 三阶段深度分析(需在 AI Agent 中执行) |
-| **快速查询** | `/pf-paper ` — 快速文献问答 |
-
-### Dashboard 面板
-
-```
-┌──────────────────────────────────┐
-│ PaperForge ↻ │
-│ │
-│ [Papers: 550] [Notes: 520] [...]│
-│ │
-│ OCR Pipeline [Active] │
-│ ████████████░░░░░░░░ 80% │
-│ Pending: 10 Active: 2 Done: 8│
-│ │
-│ Quick Actions │
-│ [Sync Library] [Run OCR] │
-└──────────────────────────────────┘
-```
-
----
-
-## 命令参考
-
-### Obsidian 命令面板(`Ctrl+P`)
-
-| 命令 | 说明 |
-|------|------|
-| `PaperForge: Open Dashboard` | 打开状态面板 |
-| `PaperForge: Sync Library` | 同步 Zotero 生成笔记 |
-| `PaperForge: Run OCR` | 提取全文和图表 |
-
-### Agent 命令
-
-| 命令 | 说明 | 前置条件 |
-|------|------|---------|
-| `/pf-deep ` | 完整三阶段精读 | OCR 完成 |
-| `/pf-paper ` | 快速文献问答 | 有正式笔记 |
-| `/pf-sync` | 同步 Zotero | 已安装 |
-| `/pf-ocr` | 运行 OCR | 已安装 |
-| `/pf-status` | 系统状态 | 已安装 |
-
-### 终端命令(可选)
-
-| 命令 | 说明 |
-|------|------|
-| `paperforge sync` | 同步 Zotero 生成笔记 |
-| `paperforge ocr` | 运行 OCR |
-| `paperforge status` | 系统概览 |
-| `paperforge doctor` | 诊断配置 |
-| `paperforge update` | 自动更新 |
-
----
-
-## 支持的 Agent 平台
-
-| 平台 | Agent 命令 | 部署位置 |
-|------|-----------|---------|
-| **OpenCode** | 完整支持(所有 `/pf-*` 命令) | `.opencode/command/` + `.opencode/skills/` |
-| **Claude Code** | `/pf-deep`, `/pf-paper` | `.claude/skills/` |
-| **Cursor** | `/pf-deep`, `/pf-paper` | `.cursor/skills/` |
-| **GitHub Copilot** | `/pf-deep`, `/pf-paper` | `.github/skills/` |
-| **Windsurf** | `/pf-deep`, `/pf-paper` | `.windsurf/skills/` |
-| **Codex** | `$pf-deep`, `$pf-paper` | `.codex/skills/` |
-| **Cline** | `/pf-deep`, `/pf-paper` | `.clinerules/` |
-
-在安装向导中选择你的平台,文件会自动部署。
-
----
-
-## 配置
-
-安装向导会处理所有配置。生成的文件结构:
-
-```
-vault/
-├── paperforge.json ← 目录配置 + Agent 平台
-├── System/
-│ └── PaperForge/
-│ ├── .env ← PaddleOCR API Key
-│ ├── exports/ ← Better BibTeX JSON 导出放这里
-│ └── config/ ← domain-collections.json
-├── Resources/
-│ ├── Notes/ ← 正文笔记(元数据 + 精读笔记)
-│ └── Index_Cards/ ← 索引卡片(按领域分文件夹)
-└── Base/ ← Obsidian Base 视图
-```
-
-环境变量(可选覆盖):
-
-| 变量 | 默认值 | 说明 |
-|------|--------|------|
-| `PADDLEOCR_API_TOKEN` | — | PaddleOCR API Key |
-| `PAPERFORGE_LOG_LEVEL` | `INFO` | 日志级别 |
-
----
-
-## 更新
-
-每次 Obsidian 重启自动更新(可在插件设置中关闭)。或手动:
-
-```bash
-paperforge update
-# 或
-pip install --upgrade git+https://github.com/LLLin000/PaperForge.git
-```
-
----
-
-## 文档
-
-| 文档 | 内容 |
-|------|------|
-| [安装指南](docs/setup-guide.md) | 从零开始的完整教程 |
-| [快速安装](docs/INSTALLATION.md) | 简洁版安装步骤 |
-| [安装后指南](AGENTS.md) | 首次使用必看 |
-| [变更日志](CHANGELOG.md) | 版本历史 |
-| [贡献指南](CONTRIBUTING.md) | 开发环境搭建 |
-
----
-
-## 协议
-
-[CC BY-NC-SA 4.0](https://creativecommons.org/licenses/by-nc-sa/4.0/) — 开源非商用。
-详见 [LICENSE](LICENSE)。
-
----
-
-## 致谢
-
-PaperForge 站在这些优秀项目的肩膀上:
-
-| 项目 | 作用 |
-|------|------|
-| [PaddleOCR / PaddleOCR-VL](https://github.com/PaddlePaddle/PaddleOCR) | PDF OCR 引擎 — 文字提取、版面检测、图表分割 |
-| [Obsidian](https://obsidian.md) | 笔记平台 — 插件宿主、Vault 文件系统 |
-| [Better BibTeX for Zotero](https://retorque.re/zotero-better-bibtex/) | 文献数据自动导出为 JSON |
-| [PyMuPDF (fitz)](https://github.com/pymupdf/PyMuPDF) | 本地 PDF 验证与净化 |
-| [requests](https://github.com/psf/requests) | OCR API HTTP 客户端 |
-| [tenacity](https://github.com/jd/tenacity) | 指数退避重试机制 |
-| [Pillow](https://python-pillow.org) | 图表图片处理 |
-| [tqdm](https://github.com/tqdm/tqdm) | 进度条 |
-| [textual](https://github.com/Textualize/textual) | TUI 组件(诊断向导) |
+主题句:`铸知识为器,启洞见之明。` / `Forge Knowledge, Empower Insight.`
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