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genpark-prompt-drift-semantic-fingerprint-skill

mcp
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SUMMARY

Prompt template drift and structural fingerprint sentinel detecting unauthorized prompt mutations and regressions

README.md

GenPark Prompt Drift Semantic Fingerprint

License: MIT
Python Standard Library
Model Context Protocol
GenPark

Prompt template drift and structural fingerprint sentinel detecting unauthorized prompt mutations and regressions.

Part of the GenPark AI Agent Skills Ecosystem.

🌟 Key Features

  • 100% Python Standard Library: Zero third-party runtime dependencies.
  • MCP Native: Plugs directly into Claude Desktop, Cursor, LobeChat, and autonomous agent DAGs.
  • Production Resilience: Strict schema conformance, zero data loss, enterprise hardened.

🚀 Installation & Usage

Run as an MCP server:

python mcp_server.py

Use directly as a library:

from client import *

See example_usage.py for comprehensive integration demonstrations.

📄 License

MIT License. Maintained by GenPark AI.

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