lily-memory

name	lily-memory
description	Persistent memory plugin for OpenClaw agents. Hybrid SQLite FTS5 keyword + Ollama vector semantic search with auto-capture, auto-recall, stuck-detection, and memory consolidation.
metadata	{"openclaw":{"requires":{"bins":["node"],"npm":["better-sqlite3"]},"primaryEnv":""}}

Lily Memory

Persistent memory plugin for OpenClaw agents. Gives your agent long-term memory that survives session resets, compaction, and restarts.

What It Does

• Auto-recall: Injects relevant memories as context before each LLM turn
• Auto-capture: Extracts facts from conversations and stores them automatically
• Hybrid search: SQLite FTS5 keyword search + Ollama vector cosine similarity
• Stuck detection: Detects topic repetition and nudges the agent to break loops
• Memory consolidation: Deduplicates entries on startup
• Dynamic entities: Config-driven allowlist + runtime tool to add entities
• Graceful degradation: Works without Ollama (keyword-only mode)
• Minimal dependencies: Uses better-sqlite3 for secure parameterized queries + native fetch

Requirements

• Node.js 18+ (for native fetch)
• better-sqlite3 npm package (installed via npm install)
• Optional: Ollama with nomic-embed-text model for semantic search

Quick Start

1. Install the plugin to your extensions directory