# Intake Processing Workflow

This script processes intake responses and converts them to both human and LLM formats.

```bash
#!/bin/bash
# intake-workflow.sh

INTAKE_DIR="../intake/responses"
HUMAN_OUTPUT="../../human"
LLM_OUTPUT="../../llm"
ARTIFACTS_DIR="../../artifacts"

echo "Starting intake processing workflow..."

# Process each intake response
for response in "$INTAKE_DIR"/*.yaml; do
    if [[ -f "$response" ]]; then
        filename=$(basename "$response" .yaml)
        echo "Processing $filename..."
        
        # Convert to human-friendly markdown
        # python3 convert-intake-to-human.py "$response" "$HUMAN_OUTPUT/$filename.md"
        
        # Convert to LLM-optimized JSON
        # python3 convert-intake-to-llm.py "$response" "$LLM_OUTPUT/$filename.json"
        
        # Store canonical version
        # cp "$response" "$ARTIFACTS_DIR/$filename.yaml"
        
        echo "Completed processing $filename"
    fi
done

echo "Intake processing workflow completed."
```