NuklearRabbit a7cbeaae3b M3: implement Data Quality Workbench
Five rule scanners (duplicate customers, missing fields, odometer regression, booking overlap, status conflict) run automatically after seed and via an explicit scan endpoint. Issue defer/reject/merge-customers endpoints with transactional customer merge (booking rewiring, tombstone, audit). Data Quality nav + workbench UI with two-column duplicate comparison and inline (non-native) confirm. Dashboard attention items now link to issues. 35 backend tests passing, ruff clean. Fixed a real false-positive bug in odometer-regression detection found through iteration on seed data, and two TS narrowing errors. Verified end-to-end via browser: S2 merge and S4 overlap scenarios.
2026-08-01 22:11:06 +02:00
2026-08-01 21:20:53 +02:00
2026-08-01 21:20:53 +02:00

MobilityOps

Connected operations for vehicle rental and service teams.

MobilityOps is a working proof of concept for a fictitious mobility company. It combines vehicle and booking operations, a controlled vehicle-return workflow, data-quality review, RAGcore-backed internal knowledge, n8n orchestration and read-only tools published through ITWorx MCP Hub.

All people, companies, vehicles, bookings and documents are synthetic. The workflows, validation, integrations, audit logging and access boundaries are intended to be real.

Scope

The PoC implements:

  • operations dashboard;
  • vehicle and booking views;
  • one complete vehicle-return workflow;
  • five deterministic data-quality checks;
  • human review and customer merge;
  • audit trail;
  • RAGcore-backed knowledge assistant with citations;
  • one n8n return-processing workflow;
  • four read-only MCP tools through ITWorx MCP Hub;
  • deterministic demo reset and five-minute showcase.

It is not an ERP, CRM, accounting package, public booking site, payment system or autonomous agent.

Repository map

  • CLAUDE.md — binding implementation rules.
  • MASTER_BUILD_PROMPT.md — prompt to start an autonomous Claude run.
  • PROJECT_STATE.md — short persistent project memory.
  • docs/ — product, architecture, UX and acceptance specification.
  • contracts/ — OpenAPI, event and MCP contracts.
  • knowledge/ — fictitious source documents for the MobilityOps RAGcore workspace.
  • seed/ — deterministic synthetic dataset and generator.
  • n8n/ — importable workflow definitions.
  • backend/ and frontend/ — minimal bootable scaffold, not the finished application.

Local scaffold

cp .env.example .env
docker compose up --build

Expected scaffold endpoints:

  • Web: http://localhost:1228
  • API health: http://localhost:8128/health
  • n8n: http://localhost:5678

The finished project must keep these defaults configurable.

S
Description
Operations platform for vehicle rental and service teams.
Readme MIT
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