Demo data: Phase 1 placeholder profile. Real teams ship in Phase 2.
Rank #10Small (2-10) GitHub Scan
Nomad Engineering
Decent all-around, context window optimization is gap
64
Advanced
Strongest dimension
Project Context Files
70Biggest gap
Context Window Optimization
42Tools used
Claude CodeCursorZep
Score history (12 weeks)
Per-dimension breakdown
| Dimension | Level | Weight | Score |
|---|---|---|---|
Project Context FilesAdvanced | Advanced | 0.18 | 70 |
Memory & PersistenceAdvanced | Advanced | 0.14 | 65 |
Documentation-as-ContextAdvanced | Advanced | 0.12 | 64 |
Team Context SharingDeveloping | Developing | 0.10 | 60 |
Context Window OptimizationDeveloping | Developing | 0.08 | 42 |
Code Organization for AIAdvanced | Advanced | 0.14 | 70 |
Tool ConfigurationAdvanced | Advanced | 0.14 | 65 |
Measurement & Feedback LoopsDeveloping | Developing | 0.10 | 60 |