intent-mapper
Intent classification and mapping for natural language commands. Uses unsloth/transformers for ML-based intent detection with ArangoDB storage.
Source facts
- Repository
- grahama1970/agent-stack-public
- Last source activity
- September 24, 2026 at 15:51
- Detected SKILL.md language
- English
- Stars
- 0
- Forks
- 0
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Source instructions · Read-only preview- name
- intent-mapper
- description
- Intent classification and mapping for natural language commands. Uses unsloth/transformers for ML-based intent detection with ArangoDB storage.
- internal
- true
- triggers
- ["map intent","classify intent","intent mapping","intent detection"]
- metadata
- {"short-description":"ML intent classification and mapping"}
- provides
- ["intent-mapper"]
- composes
- ["task-monitor","agentic-evals"]
- disciplines
- ["ml-training","memory-knowledge"]
# 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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