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| Read the file `intents.yaml` in the current working directory. | |
| Using the intent taxonomy from that file, classify the following user utterance: | |
| "$ARGUMENTS" | |
| Return your answer as: | |
| - **Domain**: the top-level domain key (e.g. `shopping_assistant`) | |
| - **Intent**: the action label within that domain (e.g. `add_item`) | |
| - **Confidence**: high / medium / low | |
| - **Reasoning**: one sentence explaining why | |
| If the utterance matches no known intent, return `domain: unknown, intent: unknown` and suggest where in the taxonomy it might belong or whether a new intent is needed. | |