vamseeachanta Workflow Overview
Workflow Overview
- Detect instrument type from file contents (auto-detect or user-specified)
- Parse file using allotropy library (native) or flexible fallback parser
- Generate outputs:
- ASM JSON (full semantic structure)
- Flattened CSV (2D tabular format)
- Python parser code (for data engineer handoff)
- Deliver files with summary and usage instructions
When Uncertain: If you're unsure how to map a field to ASM (e.g., is this raw data or calculated? device setting or environmental condition?), ask the user for clarification. Refer to
references/field_classification_guide.mdfor guidance, but when ambiguity remains, confirm with the user rather than guessing.