| Layer | Label | Essence | Signal | Origin |
|---|---|---|---|---|
| 🧠Fractals | Distinctions | Your 1000+ repos: knowledge recursively encoded | Pattern density | 2005 |
| 🛠GitHub | Observed | 100k commits/year: machine-readable, timestamped will | Flow of effort | 2023 |
| 🤝Peers–Clients | Admissible | Grant wins, client deals: negotiated legitimacy | Institutional resonance | 2025 |
| 🏢Ukubona | Unambiguous | Day-to-day operations: policy, payroll, productization | Org clarity | 2025 |
| 📱App | Concepts | Frontend UX: where abstraction becomes action | Engagement and behavior loops | 2023 |