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Get Started Free →Capture raw thoughts with automatic domain classification and vault routing
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-04 | ✗→✓ | ▲ Improved | -39% | 0% |
| case-05 | ✗→✓ | ▲ Improved | -25% | 0% |
| case-06 | ✗→✓ | ▲ Improved | -37% | 0% |
| case-14 | ✗→✓ | ▲ Improved | -44% | 0% |
| case-15 | ✗→✓ | ▲ Improved | -59% | 0% |
file-read to load user profile from 00-inbox for classification contextfile-write to create classified entries in appropriate vault directoriesfile-search to find related existing entries for cross-referencingfile-write to add cross-references to new and existing entriesgit-commit to commit captured contentjson{ "vaultPath": "./cog-vault", "captureType": "braindump", "content": "Had a great idea about the auth system redesign. Also need to book vacation for July. The React 19 features look promising for our dashboard project.", "targetQuality": 80 }
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