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MCP migration: make extraction prompt model-agnostic #13

@Mayank-glitch-cpu

Description

@Mayank-glitch-cpu

Tracking tradeoff from agentic MCP migration plan.

Context: The existing system prompt at backend/src/services/ai-processor.ts:142 is tuned for Claude (Anthropic SDK). In the MCP architecture the user brings their own model (GPT/Gemini/local) via their MCP client.

Tasks:

  • Audit prompt for Claude-specific phrasing
  • Test extraction quality across GPT-4, Gemini, Llama, local models
  • Consider splitting into a base prompt + model-specific suffixes exposed as MCP resources
  • Document model-compatibility matrix in README

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