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BytesAgainBytesAgain
🦀 ClawHub

Memory Tiering

by @sarielwang93

Automated multi-tiered memory management (HOT, WARM, COLD). Use this skill to organize, prune, and archive context during memory operations or compactions.

Versionv1.0.0
Downloads16,503
Stars9
TERMINAL
clawhub install memory-tiering

📖 About This Skill


name: memory-tiering description: Automated multi-tiered memory management (HOT, WARM, COLD). Use this skill to organize, prune, and archive context during memory operations or compactions.

Memory Tiering Skill 🧠⚖️

This skill implements a dynamic, three-tiered memory architecture to optimize context usage and retrieval efficiency.

The Three Tiers

1. 🔥 HOT (memory/hot/HOT_MEMORY.md): * Focus: Current session context, active tasks, temporary credentials, immediate goals. * Management: Updated frequently. Pruned aggressively once tasks are completed. 2. 🌡️ WARM (memory/warm/WARM_MEMORY.md): * Focus: User preferences (Hui's style, timezone), core system inventory, stable configurations, recurring interests. * Management: Updated when preferences change or new stable tools are added. 3. ❄️ COLD (MEMORY.md): * Focus: Long-term archive, historical decisions, project milestones, distilled lessons. * Management: Updated during archival phases. Detail is replaced by summaries.

Workflow: Organize-Memory

Whenever a memory reorganization is triggered (manual or post-compaction), follow these steps:

Step 1: Ingest & Audit

  • Read all three tiers and recent daily logs (memory/YYYY-MM-DD.md).
  • Identify "Dead Context" (completed tasks, resolved bugs).
  • Step 2: Tier Redistribution

  • Move to HOT: Anything requiring immediate attention in the next 2-3 turns.
  • Move to WARM: New facts about the user or system that are permanent.
  • Move to COLD: Completed high-level project summaries.
  • Step 3: Pruning & Summarization

  • Remove granular details from COLD.
  • Ensure credentials in HOT point to their root files rather than storing raw secrets (if possible).
  • Step 4: Verification

  • Ensure no critical information was lost during the move.
  • Verify that HOT is now small enough for efficient context use.
  • Usage Trigger

  • Trigger manually with: "Run memory tiering" or "整理记忆层级".
  • Trigger automatically after any /compact command.