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Implement conversation history compression #9

@coderooz

Description

@coderooz

Context:
Conversation history grows over time, increasing token usage.

Problem:
Long sessions lead to exponential token growth.

Tasks:

  • Summarize history after 3–5 interactions
  • Replace raw messages with structured summaries
  • Preserve only key decisions and outputs

Goal:
Maintain context while reducing token footprint.

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