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Get Started Free →Automatic codebase indexing for invisible context injection. Catalogs project structure, file types, entry points, dependencies, and test layout.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-10 | ✗→✓ | ▲ Improved | -64% | 0% |
| case-09 | ✓→✓ | ＝ Same ✓ | -15% | 0% |
| case-01 | ✗→✗ | ＝ Same ✗ | 4% | 0% |
| case-02 | ✗→✗ | ＝ Same ✗ | 49% | 0% |
| case-03 | ✗→✗ | ＝ Same ✗ | -67% | 0% |
The codebase map is injected as invisible context during UserPromptSubmit, providing:
claudekit-orchestrator (session initialization)claudekit-research (context for research agents)claudekit-spec-workflow (context for spec creation)Other measured skills in the registry, with their headline benchmark lift.