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sentence-transformers

An AI agent skill from Orchestra-Research/AI-Research-SKILLs, scored 63 out of 100 by code.

63/ 100C

Code score by group

  • Spec20/20
  • Description11/20
  • Procedure7/15
  • Done criteria0/15
  • Resources8/10
  • Scripts5/8
  • Safety7/7
  • Upkeep5/5

It loses the most points in Done criteria (15), the group that checks whether there is a checklist and a step that verifies the work.

What the author says it does

Framework for state-of-the-art sentence, text, and image embeddings. Provides 5000+ pre-trained models for semantic similarity, clustering, and retrieval. Supports multilingual, domain-specific, and multimodal models. Use for generating embeddings for RAG, semantic search, or similarity tasks. Best for production embedding generation.

This is the description in the skill's own SKILL.md, written by its author, not by SkillCheatSheet.

Repository
Orchestra-Research/AI-Research-SKILLs
Folder
15-rag/sentence-transformers
License
MIT
GitHub stars
14,480
SKILL.md lines
256
Other files
1

Add sentence-transformers to your agent

npx skills add Orchestra-Research/AI-Research-SKILLs --skill sentence-transformers

The command uses the open skills CLI. A skill is instructions and scripts your agent will follow, so read it first: open the folder on GitHub at the commit that was scored.

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Scores come from a snapshot of 300 public GitHub repositories taken on 12 November 2026. Every score is the result of fixed checks run by code; no AI is involved. How scoring works.