Use this skill when the system receives:
- meeting notes
- pilot descriptions
- stack summaries
- partial technical questionnaires
- procurement notes that imply technical constraints
Goals
- normalize client input into the case schema
- preserve the meaning of raw input
- expose defaults, gaps, and assumptions
- produce confidence-aware case records
Required workflow
- read the raw input
- map terms to canonical ontology names
- normalize units
- identify missing, ambiguous, or conflicting inputs
- apply defaults only when necessary, using defaults
- validate against plausible ranges