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Get Started Free →Build structured knowledge frameworks from scattered vault notes with source attribution
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-05 | ✗→✓ | ▲ Improved | -16% | 0% |
| case-09 | ✗→✓ | ▲ Improved | -28% | 0% |
| case-10 | ✗→✓ | ▲ Improved | 15% | 0% |
| case-17 | ✗→✓ | ▲ Improved | -53% | 0% |
| case-06 | ✓→✓ | = Same ✓ | -23% | 0% |
file-search to find notes not yet consolidated into frameworksfile-read to load candidate notes and existing frameworksfile-write to create or update frameworks in 05-knowledgegit-commit to commit consolidated frameworksjson{ "vaultPath": "./cog-vault", "mode": "knowledge-consolidation", "userName": "Alex", "targetQuality": 80 }
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