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elite-longterm-memory

Ultimate AI agent memory system for Cursor, Claude, ChatGPT & Copilot. WAL protocol + vector search + git-notes + cloud backup. Never lose context again. Vibe-coding ready.

skill-install β€” Terminal

Install via CLI (Recommended)

clawhub install openclaw/skills/skills/chenghaifeng08-creator/elite-longterm-memory-automaton
Or

Elite Longterm Memory 🧠

The ultimate memory system for AI agents. Combines 6 proven approaches into one bulletproof architecture.

Never lose context. Never forget decisions. Never repeat mistakes.

Architecture Overview

β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚                    ELITE LONGTERM MEMORY                        β”‚
β”œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€
β”‚                                                                 β”‚
β”‚  β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”  β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”  β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”             β”‚
β”‚  β”‚   HOT RAM   β”‚  β”‚  WARM STORE β”‚  β”‚  COLD STORE β”‚             β”‚
β”‚  β”‚             β”‚  β”‚             β”‚  β”‚             β”‚             β”‚
β”‚  β”‚ SESSION-    β”‚  β”‚  LanceDB    β”‚  β”‚  Git-Notes  β”‚             β”‚
β”‚  β”‚ STATE.md    β”‚  β”‚  Vectors    β”‚  β”‚  Knowledge  β”‚             β”‚
β”‚  β”‚             β”‚  β”‚             β”‚  β”‚  Graph      β”‚             β”‚
β”‚  β”‚ (survives   β”‚  β”‚ (semantic   β”‚  β”‚ (permanent  β”‚             β”‚
β”‚  β”‚  compaction)β”‚  β”‚  search)    β”‚  β”‚  decisions) β”‚             β”‚
β”‚  β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜  β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜  β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜             β”‚
β”‚         β”‚                β”‚                β”‚                     β”‚
β”‚         β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜                     β”‚
β”‚                          β–Ό                                      β”‚
β”‚                  β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”                                β”‚
β”‚                  β”‚  MEMORY.md  β”‚  ← Curated long-term           β”‚
β”‚                  β”‚  + daily/   β”‚    (human-readable)            β”‚
β”‚                  β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜                                β”‚
β”‚                          β”‚                                      β”‚
β”‚                          β–Ό                                      β”‚
β”‚                  β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”                                β”‚
β”‚                  β”‚ SuperMemory β”‚  ← Cloud backup (optional)     β”‚
β”‚                  β”‚    API      β”‚                                β”‚
β”‚                  β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜                                β”‚
β”‚                                                                 β”‚
β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜

The 5 Memory Layers

Layer 1: HOT RAM (SESSION-STATE.md)

From: bulletproof-memory

Active working memory that survives compaction. Write-Ahead Log protocol.

# SESSION-STATE.md β€” Active Working Memory

## Current Task
[What we're working on RIGHT NOW]

## Key Context
- User preference: ...
- Decision made: ...
- Blocker: ...

## Pending Actions
- [ ] ...

Rule: Write BEFORE responding. Triggered by user input, not agent memory.

Layer 2: WARM STORE (LanceDB Vectors)

From: lancedb-memory

Semantic search across all memories. Auto-recall injects relevant context.

# Auto-recall (happens automatically)
memory_recall query="project status" limit=5

# Manual store
memory_store text="User prefers dark mode" category="preference" importance=0.9

Metadata

Stars3840
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Updated2026-04-06
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{
  "plugins": {
    "official-chenghaifeng08-creator-elite-longterm-memory-automaton": {
      "enabled": true,
      "auto_update": true
    }
  }
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