Integrate Static Analysis via Model Context Protocol and Feedback Loop

implementationChallengeNovember 12, 2025

Prompt Content

Integrate Model Context Protocol (Model Context Protocol)-enabled static analysis tools (e.g., Pylint for Python, golangci-lint for Go) into your DSPy pipeline as a verification step. Design a feedback loop where the results of the static analysis can inform and refine subsequent code generation attempts by Gemini 2.5 Pro, improving code quality.

Usage Tips

Copy the prompt and paste it into your preferred AI tool (Claude, ChatGPT, Gemini)

Customize placeholder values with your specific requirements and context

For best results, provide clear examples and test different variations