DaedArch · Capabilities · Tools · Duplicates

Catalog dedup

Tool duplicates review surface

Pairs ranked by cosine similarity in the tools_semantic Milvus index. Refreshed by daedarch.tools_find_duplicates_v1. Click a pair to see side-by-side code. Pre-generation gating via tools_register_v1 means these are the historical backlog; new tools land with uniqueness_audit stamps that prevent fresh additions to the pile.

—Total pairs
—Exact ≥0.99
—Near 0.92-0.99
—Strong 0.85-0.92
—Similar 0.78-0.85
—Active↔Active
—Active↔Non-active
Bulk actions Auto-archive losers in keep_a/keep_b pairs where the heuristic or LLM verdict crosses a confidence threshold. Heuristic uses signal-score delta; LLM uses Haiku verdict where available. Confirmation required.
heuristic ≥
LLM ≥
All Exact ≥99% Near ≥92% Strong ≥85% Similar ≥78% —
Triage All Keep A Keep B Both stubs Both real Identical Needs review
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