# 🧠 Knowledge Base

This is our shared knowledge repository—everything we learn and research together.

## Structure

```
life/areas/
├── people/          # People we learn about
├── topics/          # Subject areas (tech, finance, etc.)
├── projects/        # Ongoing or completed projects
├── concepts/        # Ideas, theories, frameworks
├── companies/       # Businesses and organizations
└── books/           # Books, articles, papers
```

## How It Works

- Each entity lives in its own folder (e.g., `life/areas/people/einstein/`)
- Facts are stored in `items.json` with sources
- Summaries auto-generated in `summary.md`
- Never delete—only supersede outdated facts

## Quick Commands

```bash
# Add a fact
python3 skills/knowledge-graph/scripts/kg.py add \
  --entity people/bruce \
  --category interest \
  --fact "Enjoys analyzing stock market trends" \
  --source conversation

# Supersede old info
python3 skills/knowledge-graph/scripts/kg.py supersede \
  --entity topics/ai \
  --old ai-003 \
  --category trend \
  --fact "New fact that replaces old one"

# Regenerate summary
python3 skills/knowledge-graph/scripts/kg.py summarize --entity people/bruce
```

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*Created: March 16, 2026*