compound-mind

# CompoundMind v0.1

**Makes agents permanently smarter. Each interaction compounds.**

The problem: agents start from zero every session. Reading files helps, but raw logs are bulk. Real intelligence requires distillation - extracting what matters and making it instantly searchable.

## What It Does

1. **Distills** memory logs into structured lessons, decisions, skill updates, relationships, and facts
2. **Indexes** everything into a searchable SQLite database weighted by recency and importance
3. **Briefs** you before any task with targeted lessons from past experience
4. **Tracks** growth over time - are you getting smarter or repeating mistakes?

## Quick Start

```bash
cd /root/.openclaw/workspace/compound-mind

# Full pipeline (distill all memory files + build index)
python compound_mind.py sync

# Search your accumulated wisdom
python compound_mind.py search "Polymarket order types"
python compound_mind.py search "git mistakes" --category lesson
python compound_mind.py search "Chartist" --category relationship

# Pre-session briefing before a task
python compound_mind.py brief "trade on Polymarket BTC markets"
python compound_mind.py brief "post content on X"
python compound_mind.py brief "debug a Python cron job"

# Growth report
python compound_mind.py report

# Find repeated mistakes
python compound_mind.py mistakes

# Stats
python compound_mind.py stats
```

## Commands

| Command | What it does |
|---------|-------------|
| `sync` | Distill all new memory files + rebuild index |
| `distill` | Extract structured knowledge from memory files |
| `rebuild` | Rebuild the SQLite wisdom index |
| `search <query>` | Search accumulated wisdom |
| `brief <task>` | Pre-session briefing for a specific task |
| `report` | Generate growth report with LLM narrative |
| `mistakes` | Show repeated mistake patterns |
| `stats` | Index statistics |

## File Structure

```
compound-mind/
  compound_mind.py    - Main CLI
  distill.py          - Experience distiller (uses Cl...