Better Memory

---
name: better-memory
description: Semantic memory, intelligent compression, and context management for AI agents. Prevents context limit amnesia with real embeddings, priority-based compression, and identity persistence.
homepage: https://github.com/DVNTYDIGITAL/better-memory
metadata:
  clawdbot:
    emoji: "🧠"
    requires:
      bins: []
      npm: ["@xenova/transformers", "tiktoken", "sql.js"]
    install:
      - id: npm
        kind: npm
        label: Install Better Memory dependencies
        command: "cd ~/.clawdbot/skills/better-memory && npm install"
---

# Better Memory

Semantic memory, intelligent compression, and context management for AI agents.

## What It Does

- Stores memories with real vector embeddings (local, no API calls)
- Semantic search via cosine similarity
- Auto-deduplicates on store (exact + semantic)
- Priority-based compression when approaching context limits
- Identity persistence across sessions
- Token-budget-aware memory retrieval
- Configurable context limits, thresholds, and summarizer

## Quick Start

```javascript
import { createContextGuardian } from 'context-guardian';

const cg = createContextGuardian({
  contextLimit: 128000,
  summarizer: async (text) => myLLM.summarize(text), // optional
});
await cg.initialize();

// Store (auto-deduplicates)
await cg.store('User prefers TypeScript', { priority: 9 });

// Search
const results = await cg.search('programming preferences');

// Get memories within token budget
const { memories, tokensUsed } = await cg.getRelevantContext('query', 4000);

// Compress conversation and store important parts
const { compressed } = await cg.summarizeAndStore(messages);
```