contact-dedupe
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TDQS
Scored across 4 tools
Each tool has a clearly distinct role: profiling the CSV, finding duplicate groups, performing the deduplication, and comparing individual pairs. No overlap in purpose or output.
All tool names follow a consistent verb_noun pattern in snake_case: profile_csv, find_duplicates, dedupe_csv, compare_records. The style is uniform and predictable.
Four tools is exactly right for a focused deduplication workflow. Each tool serves a distinct step in the process without unnecessary bloat or missing core functionality.
The workflow is complete: profile to understand data, identify duplicates, execute deduplication, and fine-tune via pair scoring. No obvious dead ends or required operations that agents cannot perform.