WIP: stage all uncommitted work — sprints 46-221, graduation headers, specialist fleet, test steps 909-1988

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
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# Data Quality Checker (cp_026)
## Objective
Build a data quality checker with null, range, uniqueness, and referential integrity rules.
## Language & Library Constraints
- Primary language: python
- Available libraries: fastapi, pydantic, sqlalchemy, requests
- Use library APIs explicitly where suitable in execution contracts.
## Acceptance
- Deterministic taskitems with strict execution contracts.
- Include selected library and preferred APIs when applicable.