3 min read
[AI Minor News]

Trim the Memory of Claude Code! Introducing the Selective Memory Management Tool 'Total Recall'


A persistent memory system specialized in the art of 'letting go' of information for Claude Code is now live. It prevents context bloat and maintains AI accuracy.

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[AI Minor News Flash] Trim the Memory of Claude Code! Introducing the Selective Memory Management Tool ‘Total Recall’

📰 News Overview

  • Memory Management Tool for Claude Code: This tool preserves ongoing context and maintains knowledge across sessions.
  • ‘Write Gate’ Feature: Instead of saving every conversation, it rigorously filters information based on five criteria, including “Will this change future actions?”.
  • Four-Tier Memory Structure: Information is organized into four levels—Working Memory, Knowledge Register, Daily Log, and Archive—to prevent context bloat (noise).

💡 Key Points

  • Manual Promotion System: All entries are first saved in the ‘Daily Log’, and only those approved by the user via /recall-promote will transition to long-term memory (Register).
  • Suppressing Hallucinations: To prevent the AI from making contradictory inferences from old notes, any corrections trigger a bulk update from the Daily Log to Working Memory.
  • Five Filtering Criteria: Information is only saved if it meets one of the following criteria: “Change in behavior”, “Significant commitments”, “Basis for decision-making”, “Stable facts”, or “Explicit user instructions”.

🦈 Shark’s Eye (Curator’s Perspective)

Focusing on “what to discard” rather than “what to remember” is a brilliantly clever approach! Many memory tools overload the system by cramming too much information, but this one sharpens its focus with the specific question, “Will this influence future actions?”. Its design to limit CLAUDE.local.md (Working Memory) to around 1500 words shows a deep understanding of Claude Code’s nature!

🚀 What’s Next?

As AI agents embark on complex developments, they have previously struggled to recall “what was discussed in the past.” However, with this “curated long-term memory,” consistency in large-scale projects is expected to improve dramatically. It’s likely that filtering features like this “write gate” will become standard fare for agent-based AIs moving forward!

💬 A Word from Haru-Same

The courage to forget strengthens AI! Devouring noise to produce the finest code! 🦈🔥

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