Driftline
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TDQS
Scored across 3 tools
Each tool targets a clearly distinct entry point: scan_project audits a codebase, check_models looks up specific known IDs, and upcoming_retirements returns a time-window list. The descriptions explicitly cross-reference each other ("for IDs you already know use check_models"), leaving almost no room for misselection.
All snake_case, but two names follow verb_noun (scan_project, check_models) while upcoming_retirements is an adjective_noun phrase describing a list rather than an action. Minor, readable deviation only.
Three tools is a lean surface, but for a narrow read-only domain (AI model retirement auditing) each tool maps to a genuinely different question and none is redundant. Slightly thin, yet well scoped for the purpose.
The three access patterns — repo scan, ID lookup, time-based list — cover the core audit and migration-planning workflows with no dead ends. Minor gaps: no registry browsing/filtering by provider, and check_models silently ignores IDs beyond 100 with no paging or batch alternative.