Agent skill

intent-mapper

Intent classification and mapping for natural language commands. Uses unsloth/transformers for ML-based intent detection with ArangoDB storage.

Stars 163
Forks 31

Install this agent skill to your Project

npx add-skill https://github.com/majiayu000/claude-skill-registry/tree/main/skills/other/other/intent-mapper

Metadata

Additional technical details for this skill

short description
ML intent classification and mapping

SKILL.md

Intent Mapper

Classifies natural language inputs into structured intents using fine-tuned models.

When to Use

  • Mapping user utterances to skill actions
  • Training or evaluating intent classifiers
  • Building intent taxonomies

CLI

bash
python main.py --name "query text"

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