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Get Started Free →Cross-domain pattern analysis with personal, professional, and project domain synthesis
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-16 | ✗→✓ | ▲ Improved | -39% | 0% |
| case-07 | ✗→✓ | ▲ Improved | -20% | 0% |
| case-08 | ✗→✓ | ▲ Improved | -14% | 0% |
| case-09 | ✗→✓ | ▲ Improved | -40% | 0% |
| case-13 | ✗→✓ | ▲ Improved | -55% | 0% |
file-read to load entries from 01-daily, 02-personal, 03-professional, 04-projectsfile-search to find related entries across sectionsfile-write to create weekly check-in in 01-dailygit-commit to commit reflectionjson{ "vaultPath": "./cog-vault", "mode": "weekly-checkin", "userName": "Alex", "rolePack": "engineer", "targetQuality": 80 }
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