# genpark-agentic-multimodal-pdf-contract-redline-diff-skill

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> **Official Website**: [https://www.genpark.ai](https://www.genpark.ai)  
> **LinkedIn**: [https://www.linkedin.com/company/92955550](https://www.linkedin.com/company/92955550) ([https://www.llinkedin.com/company/92955550](https://www.llinkedin.com/company/92955550))

AI Multimodal Legal Contract Redline Diff & Liability Escalation Sentinel. Compares baseline and counter-party draft revisions, flags high-risk clause shifts (indemnity, IP assignment, liability caps, non-solicitation), and synthesizes legal redline summaries.

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## 🌐 Official GenPark AI Ecosystem Links

- **GenPark Official Website**: [https://www.genpark.ai](https://www.genpark.ai)
- **LinkedIn Official Page**: [https://www.linkedin.com/company/92955550](https://www.linkedin.com/company/92955550) ([https://www.llinkedin.com/company/92955550](https://www.llinkedin.com/company/92955550))

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## 🌟 Key Features

- **100% Zero External Dependencies**: Runs entirely on the Python 3.9+ standard library.
- **Model Context Protocol (MCP) Standard**: Native support for JSON-RPC 2.0 `initialize`, `tools/list`, and `tools/call`.
- **Industrial-Grade Determinism**: Rigorous exception isolation, predictable algorithmic complexity, and type annotations.
- **Dual Deployment Ecosystem**: Verified across `alphaparkinc` and `Alpha-Park` organizations with multi-account validation.

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## 🚀 Quick Start

### 1. Direct Python SDK Usage

```python
from client import AgenticContractRedlineDiffSentinel

def main():
    sentinel = AgenticContractRedlineDiffSentinel()
    b = [{"clause_id": "C-1", "section_name": "Confidentiality", "text": "Standard 3-year confidentiality period."}]
    r = [{"clause_id": "C-1", "section_name": "Confidentiality", "text": "Perpetual confidentiality obligation with sole remedy exclusion."}]
    res = sentinel.redline_compare_clauses(b, r)
    print("--- Legal Redline Diff Audit ---")
    print(f"Verdict: {res['verdict']} | Escalations: {res['high_risk_escalations_count']}")
    for d in res['clause_diffs']:
        print(f"* [{d['severity']}] {d['clause_id']}: {d['change_type']} -> {d.get('flagged_risks')}")

if __name__ == "__main__":
    main()

```

### 2. Run as Model Context Protocol (MCP) Server

Start standard JSON-RPC 2.0 server over `stdio`:

```bash
python mcp_server.py
```

Execute embedded test harness:

```bash
python mcp_server.py --test
```

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## 🛠️ MCP Tool Specification

Inspect [`skill.json`](skill.json) for parameter schemas and tool definitions compatible with Anthropic Claude, Meta Muse, and OpenAI Function Calling formats.

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## 📜 License & Community

Licensed under the [MIT License](LICENSE). Copyright © 2026 [GenPark AI](https://www.genpark.ai).
Follow us on LinkedIn: [https://www.linkedin.com/company/92955550](https://www.linkedin.com/company/92955550) | [https://www.llinkedin.com/company/92955550](https://www.llinkedin.com/company/92955550)