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How to optimize the efficiency of token usage for Cursor Memories?

2025-08-20 523
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Layered loading and token optimization strategies

Significantly reduce token consumption through document hierarchies and smart loading mechanisms:

  • Layered loading rules:Automatically selects documents based on the current mode:
    • PLAN/REFLECT mode → Loadprojectbrief.md+progress.md
    • IMPLEMENT mode → LoadtechContext.md+ documentation for related modules
    • VAN mode → Load onlyprojectbrief.md
  • Document compression tips:
    • Using Markdown heading hierarchy (H2/H3) instead of long paragraphs
    • Conversion of technical parameter tables into code block format
    • existactiveContext.mdOnly the current mission-critical information is retained in the
  • Regular maintenance recommendations:
    • Monthly cleaningprogress.mdObsolete records in
    • Move technical documents that are no longer changing intoarchive/subdirectories
    • utilization#deprecatedFlagging Discarded Content

Empirical tests show that the use of hierarchical loading can reduce token consumption by 40-60%, which is especially suitable for complex projects running for a long time.

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