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AI-powered compression — smarter decisions about what to keep vs archive #6

@Nagendhra-web

Description

@Nagendhra-web

Feature

Instead of rule-based compression (lines > 150), use Claude's understanding of the project to decide what to compress.

Current approach: Compress based on age and line count thresholds.

Proposed approach: Claude analyzes each memory entry and asks:

  • Is this still relevant to current work?
  • Would losing this cause a re-decision later?
  • Is this derivable from code/git?
  • How likely is this to be needed in the next 3 sessions?

Why this matters:
Rule-based compression sometimes archives things that are still important, and keeps things that are no longer relevant. Context-aware compression would be much more precise.

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