| name | add-memory-pro |
| description | Add LanceDB Pro memory system with auto-capture, auto-recall, categorization, and importance scoring. Replaces basic memory with advanced long-term memory capabilities.
|
Add Memory Pro (LanceDB)
Upgrade AcademiClaw with advanced long-term memory:
- Categorization: preference, fact, decision, entity, other
- Importance scoring: 0-1 scale for relevance ranking
- Auto-capture: Automatically store important info from conversations
- Auto-recall: Inject relevant memories into context
- Deduplication: Vector similarity detection
- Security: Prompt injection protection
Prerequisites
- OpenAI API key (for embeddings) or compatible endpoint
- LanceDB native binding (auto-installed)
Installation
npx tsx scripts/apply-skill.ts .claude/skills/add-memory-pro
Configuration
Add to .env:
MEMORY_ENABLED=true
MEMORY_AUTO_CAPTURE=true
MEMORY_AUTO_RECALL=true
MEMORY_EMBEDDING_API_KEY=sk-...
MEMORY_EMBEDDING_MODEL=text-embedding-3-small
MEMORY_EMBEDDING_BASE_URL=https://api.openai.com/v1
MEMORY_DB_PATH=~/.academiclaw/memory
Usage
After installation, the agent will have access to:
Tools
| Tool | Description |
|---|
memory_recall | Search memories by query |
memory_store | Store important information |
memory_forget | Delete specific memories |
Auto Features
- Auto-capture: Detects and stores preferences, decisions, facts
- Auto-recall: Injects relevant memories before agent starts
Memory Categories
| Category | Trigger Examples |
|---|
preference | "I prefer...", "I like...", "I hate..." |
fact | "My name is...", "I work at..." |
decision | "We decided...", "We will use..." |
entity | Phone numbers, emails, names |
other | Everything else |
Example
User: Remember that I prefer dark mode
Agent: [Stores as preference]
User: What's my preference for UI?
Agent: [Recalls] You prefer dark mode.
Technical Details
- Uses LanceDB for vector storage
- OpenAI text-embedding-3-small by default (1536 dimensions)
- Supports custom embedding endpoints (Ollama, etc.)
- Memory deduplication at 95% similarity threshold
