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Implement AI-powered duplicate/similarity detection #13

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opened 2025-12-30 18:04:48 +00:00 by rob · 0 comments
rob commented 2025-12-30 18:04:48 +00:00
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Analyze new tool submissions for duplicates.

Analysis Points

  • Tool name similarity
  • Prompt content similarity (semantic)
  • Input/output patterns
  • Description matching

Results

  • New - No similar tools found
  • Variation - Similar to X, classified as variant
  • Duplicate - Very similar to X, suggest merge

Tasks

  • Create embedding pipeline for tool analysis
  • Build similarity index of existing tools
  • Define thresholds for classification
  • Integrate into publish workflow
Analyze new tool submissions for duplicates. ## Analysis Points - Tool name similarity - Prompt content similarity (semantic) - Input/output patterns - Description matching ## Results - **New** - No similar tools found - **Variation** - Similar to X, classified as variant - **Duplicate** - Very similar to X, suggest merge ## Tasks - [ ] Create embedding pipeline for tool analysis - [ ] Build similarity index of existing tools - [ ] Define thresholds for classification - [ ] Integrate into publish workflow
rob added this to the SmartTools Registry v1.0 milestone 2025-12-30 18:04:48 +00:00
rob added the
enhancement
 label 2025-12-30 18:04:48 +00:00
rob added this to the SmartTools Registry project 2025-12-30 18:17:33 +00:00
rob closed this issue 2026-01-01 01:29:13 +00:00
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Reference: rob/smarttools#13
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