Persistent memory system for AI agents. Remember facts, learn from experience, and track entities across sessions.
Scanned 9/6/2026
Install to Claude Code
npx -y skills add LeoYeAI/openclaw-master-skills --skill agent-memory --agent claude-codeInstalls into .claude/skills of the current project.
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# AgentMemory Skill
Persistent memory system for AI agents. Remember facts, learn from experience, and track entities across sessions.
## Installation
```bash
clawdhub install agent-memory
```
## Usage
```python
from src.memory import AgentMemory
mem = AgentMemory()
# Remember facts
mem.remember("Important information", tags=["category"])
# Learn from experience
mem.learn(
action="What was done",
context="situation",
outcome="positive", # or "negative"
insight="What was learned"
)
# Recall memories
facts = mem.recall("search query")
lessons = mem.get_lessons(context="topic")
# Track entities
mem.track_entity("Name", "person", {"role": "engineer"})
```
## When to Use
- **Starting a session**: Load relevant context from memory
- **After conversations**: Store important facts
- **After failures**: Record lessons learned
- **Meeting new people/projects**: Track as entities
## Integration with Clawdbot
Add to your AGENTS.md or HEARTBEAT.md:
```markdown
## Memory Protocol
On session start:
1. Load recent lessons: `mem.get_lessons(limit=5)`
2. Check entity context for current task
3. Recall relevant facts
On session end:
1. Extract durable facts from conversation
2. Record any lessons learned
3. Update entity information
```
## Database Location
Default: `~/.agent-memory/memory.db`
Custom: `AgentMemory(db_path="/path/to/memory.db")`
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