Initial MobilityOps build pack (docs, contracts, scaffold)

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NuklearRabbit
2026-08-01 20:34:43 +02:00
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# Data-quality rules
Run rules after seed/import, after relevant commands and through an explicit scan service. Rules must be deterministic and explainable.
## DQ-01 Possible duplicate customer
Signals and example weights:
- exact normalized email: 60;
- exact normalized phone: 50;
- exact postal code: 10;
- strong normalized full-name similarity: up to 30.
Open an issue at score >= 70. Store individual signals; do not expose a mysterious AI-only confidence.
Resolution:
- merge into selected survivor;
- reject as not duplicate;
- defer.
Merge rewires booking references, preserves the loser as a tombstone and audits before/after values.
## DQ-02 Missing required field
Required for active customers: first name, last name and at least one of email or phone. Required for active vehicles: registration number, make, model and location.
## DQ-03 Odometer regression
Flag an inspection or maintenance reading below the canonical odometer. Never lower the canonical value automatically.
## DQ-04 Booking overlap
Flag overlapping `reserved` or `active` bookings for one vehicle. Normal write APIs reject new overlaps; the seed/import path may create one controlled legacy conflict.
## DQ-05 Vehicle status conflict
Examples:
- status `available` while an active booking exists;
- status `rented` without an active booking;
- status `available` while critical open quality issue exists;
- status `maintenance` with an active booking.
## Lifecycle
Detection is idempotent by `(rule_type, entity_type, entity_id, evidence fingerprint)` while open. Resolved issues remain historical. Reintroduced evidence creates a new issue linked to the prior issue where useful.