专利专业代理 / Patent Professional Agents

📜 专利专业代理 - Patent Professional Agents 一个专业的多代理专利撰写与优化技能套件，覆盖专利申请全流程。 🎯 核心功能： • 场景一：用户想法 → 技术挖掘 → 检索分析 → 专利撰写 → 质量审核 • 场景二：用户初稿 → 问题分析 → 优化建议 → 强化权利要求 • 场景三：代理机构反馈 → 风险评估 → 优化/取消建议 🤖 9个专业代理： tech-miner (技术挖掘)、prior-art-researcher (现有技术检索)、inventiveness-evaluator (创造性评估)、patent-drafter (专利撰写)、claims-architect (权利要求架构)、patent-analyst (专利分析)、patent-auditor (专利审核)、patent-value-appraiser (价值评估)、patent-converter (文档转换) ✨ 特色： • 中英文双语支持 • 7章节标准专利模板 • 授权率预判 • 自动Word文档转换 • 持续学习能力 🔍 搜索关键词：专利, patent, 专利撰写, 专利优化, 现有技术检索, 知识产权, IP, 权利要求, 技术交底书, 创造性评估, 授权率, patent drafting, prior art search, claims, patent prosecution

## 概述（中文）

📜 专利专业代理 - Patent Professional Agents

一个专业的多代理专利撰写与优化技能套件，覆盖专利申请全流程。

🎯 核心功能：
• 场景一：用户想法 → 技术挖掘 → 检索分析 → 专利撰写 → 质量审核
• 场景二：用户初稿 → 问题分析 → 优化建议 → 强化权利要求
• 场景三：代理机构反馈 → 风险评估 → 优化/取消建议

🤖 9个专业代理：
tech-miner (技术挖掘)、prior-art-researcher (现有技术检索)、inventiveness-evaluator (创造性评估)、patent-drafter (专利撰写)、claims-architect (权利要求架构)、patent-analyst (专利分析)、patent-auditor (专利审核)、patent-value-appraiser (价值评估)、patent-converter (文档转换)

✨ 特色：
• 中英文双语支持
• 7章节标准专利模板
• 授权率预判
• 自动Word文档转换
• 持续学习能力

🔍 搜索关键词：专利, patent, 专利撰写, 专利优化, 现有技术检索, 知识产权, IP, 权利要求, 技术交底书, 创造性评估, 授权率, patent drafting, prior art search, claims, patent prosecution

## 原文

# Professional Patent Agents Suite

## License

MIT License

Copyright (c) 2026 BigPiPiHua

Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.

---

## Core Positioning

| Scenario | Input | Output | Goal |
|----------|-------|--------|------|
| **Scenario 1** | User idea (vague description) | Complete patent document + Search report | Grant rate + Inventiveness |
| **Scenario 2** | User draft (existing document) | Optimized patent document | Grant rate + Inventiveness |
| **Scenario 3** | Agency feedback (search report/prior art) | Optimization suggestions / Cancellation advice | Decision support |

**Boundary**: Does not handle Office Action (OA) responses - leave that to professional patent agencies.

---

## Dependencies

### Required Skills

| Skill | Purpose | Install Command |
|-------|---------|-----------------|
| `tavily-search` | AI-optimized search | `clawhub install tavily-search` |
| `aminer-open-academic` | Academic paper search | `clawhub install aminer-open-academic` |

### Python Dependencies

```bash
pip install requests python-docx
```

---

## Agent List (9 Core Agents)

| Agent | Role | Core Capability | Priority |
|-------|------|-----------------|----------|
| **tech-miner** | Technology Mining Expert | Idea analysis, innovation extraction, technical disclosure framework | ⭐⭐⭐⭐⭐ |
| **prior-art-researcher** | Prior Art Search Expert | Keyword strategy + Multi-source search + Analysis | ⭐⭐⭐⭐⭐ |
| **inventiveness-evaluator** | Inventiveness Evaluation Expert | Inventiveness analysis, risk scoring, grant rate prediction | ⭐⭐⭐⭐⭐ |
| **patent-drafter** | Patent Drafting Expert | 7-section drafting, Mermaid diagrams, document conversion | ⭐⭐⭐⭐⭐ |
| **claims-architect** | Claims Architect | Claims design, scope optimization | ⭐⭐⭐⭐ |
| **patent-analyst** | Patent Analyst | Draft analysis, issue identification, optimization suggestions | ⭐⭐⭐⭐ |
| **patent-auditor** | Patent Audit Expert | Quality review, grant rate prediction, revision suggestions | ⭐⭐⭐⭐⭐ |
| **patent-value-appraiser** | Patent Value Appraiser | 5-dimension value assessment, market value estimation | ⭐⭐⭐⭐ |
| **patent-converter** | Document Conversion Expert | Markdown→Word, Mermaid diagram embedding | ⭐⭐⭐⭐ |

---

## Workflows

### Scenario 1: User Idea → Drafting + Search

```mermaid
flowchart TB
    subgraph S1[Phase 1: Tech Mining]
        M1[tech-miner<br/>Understand idea] ~~~ M2[Extract innovations] ~~~ M3[Disclosure framework]
    end
    
    subgraph S2[Phase 2: Search]
        R1[prior-art-researcher<br/>Keyword strategy] ~~~ R2[Multi-source search] ~~~ R3[Analyze results]
    end
    
    subgraph S3[Phase 3: Evaluation]
        E1[inventiveness-evaluator<br/>Inventiveness analysis] ~~~ E2[Risk scoring] ~~~ E3[Differentiation advice]
    end
    
    subgraph S4[Phase 4: Drafting]
        D1[patent-drafter<br/>Draft specification] ~~~ C1[claims-architect<br/>Design claims]
    end
    
    subgraph S5[Phase 5: Review]
        A1[patent-auditor<br/>Full review] ~~~ A2[Grant rate prediction]
    end
    
    S1 --> S2 --> S3 --> S4 --> S5
```

**Trigger**:
```
"Help me write a patent: [technical idea]"
"I have an idea and want to apply for a patent"
```

**Output Files**:
- `TECH_DISCLOSURE.md` - Technical disclosure framework
- `KEYWORD_STRATEGY.md` - Keyword strategy
- `PATENT_SEARCH_REPORT.md` - Search report
- `INVENTIVENESS_REPORT.md` - Inventiveness evaluation report
- `Patent-*.md` - Complete patent document (7-section standard format)
- `PATENT_AUDIT_REPORT.md` - Audit report (with grant rate prediction)
- `Patent-*.docx` - Word document (auto-converted)

---

### Scenario 2: User Draft → Optimization

```mermaid
flowchart TB
    subgraph P1[Phase 1: Analysis]
        A1[patent-analyst<br/>Parse draft] ~~~ A2[Identify issues] ~~~ A3[Extract keywords]
    end
    
    subgraph P2[Phase 2: Search]
        R1[prior-art-researcher<br/>Targeted search] ~~~ R2[Analyze results]
    end
    
    subgraph P3[Phase 3: Evaluation]
        E1[inventiveness-evaluator<br/>Inventiveness risk] ~~~ E2[Enhancement suggestions]
    end
    
    subgraph P4[Phase 4: Optimization]
        D1[patent-drafter<br/>Optimize specification] ~~~ C1[claims-architect<br/>Strengthen claims]
    end
    
    subgraph P5[Phase 5: Review]
        Q1[patent-auditor<br/>Full review] ~~~ Q2[Grant rate prediction]
    end
    
    P1 --> P2 --> P3 --> P4 --> P5
```

**Trigger**:
```
"Help me optimize this patent: /path/to/patent.md"
"Review this patent and provide optimization suggestions"
```

**Output Files**:
- `PATENT_ANALYSIS_REPORT.md` - Analysis report
- `PATENT_SEARCH_REPORT.md` - Search report
- `INVENTIVENESS_REPORT.md` - Inventiveness evaluation report
- `PATENT_OPTIMIZATION_SUGGESTIONS.md` - Optimization suggestions
- `Patent-*.md` - Optimized patent document
- `PATENT_AUDIT_REPORT.md` - Audit report

---

### Scenario 3: Agency Feedback → Evaluation

**Use Case**: User has submitted to a patent agency, received a search report or prior art, needs to evaluate whether to continue optimizing or cancel the application.

```mermaid
flowchart TB
    subgraph F1[Phase 1: Read Feedback]
        R1[Read search report] ~~~ R2[Read prior art] ~~~ R3[Read original draft]
    end
    
    subgraph F2[Phase 2: Comparative Analysis]
        A1[inventiveness-evaluator<br/>Comparison] ~~~ A2[Identify conflicts] ~~~ A3[Assess differentiation space]
    end
    
    subgraph F3[Phase 3: Decision]
        D1{Inventiveness space?}
        D2[🟢 Sufficient<br/>Recommend optimization]
        D3[🟡 Limited<br/>User confirmation needed]
        D4[🔴 No space<br/>Recommend cancellation]
        D1 --> D2
        D1 --> D3
        D1 --> D4
    end
    
    subgraph F4[Phase 4: Optimization]
        O1[patent-drafter<br/>Targeted optimization] ~~~ O2[Strengthen differences] ~~~ O3[patent-auditor<br/>Final review]
    end
    
    F1 --> F2 --> F3
    D2 --> F4
    D3 -->|User confirms| F4
    D4 --> X[Output cancellation report]
```

**Trigger**:

```
"The agency gave me a search report, help me see if I can optimize: /path/to/report.pdf"
"Here's the prior art, help me evaluate if I need to modify the patent"
"The agency says there's risk, should I continue or cancel?"
```

**Output Files**:
- `AGENCY_FEEDBACK_ANALYSIS.md` - Agency feedback analysis
- `DECISION_RECOMMENDATION.md` - Decision recommendation (continue/cance