Ride-Hailing & Maps — Master Hub (Uber/Careem-grade)
Build production on-demand mobility platforms and master maps end-to-end: matching, dispatch,
live tracking, routing/ETA, geocoding, surge pricing, trip+payments, and beautiful, fast maps.
How to use this hub
- Start with ride-hailing-architecture (services, trip state machine, geo backbone).
- Add matching/dispatch, live-tracking, routing, pricing as the feature needs.
- For the map UI itself use maps-rendering-design; for addresses geocoding-places-addressing.
- Build the apps with
cross-platform-apps-master; money with payments-master.
Bundled skills
- ride-hailing-architecture ⭐ — Rider/driver/dispatch services, the trip state machine, real-time
backbone (WS/MQTT), geo-indexing (H3/S2), data model, idempotency, multi-city/tenant.
→ skills/ride-hailing-architecture/GUIDE.md
- realtime-matching-dispatch ⭐ — Driver↔rider matching, supply/demand balancing, H3 spatial search,
batched ETA-weighted assignment, offer/accept flow, reassignment, anti-starvation.
→ skills/realtime-matching-dispatch/GUIDE.md
- live-location-tracking ⭐ — GPS ingestion pipeline, location smoothing/snap-to-road, driver
presence + fan-out to riders, WebSocket/MQTT scale, battery & accuracy trade-offs.
→ skills/live-location-tracking/GUIDE.md
- maps-rendering-design ⭐ — Map UI mastery: Mapbox GL JS v3 / MapLibre / Google Maps, custom styles,
markers/polylines, camera animation, clustering, 3D, dark mode, RTL/Arabic labels, performance.
→ skills/maps-rendering-design/GUIDE.md
- routing-navigation-eta ⭐ — Directions/Routes APIs (Google Routes, Mapbox Directions, OSRM/Valhalla),
turn-by-turn navigation, traffic-aware ETA, route matrix, optimization, snap-to-roads.
→ skills/routing-navigation-eta/GUIDE.md
- geocoding-places-addressing — Geocoding/reverse, autocomplete/Places, MENA addressing (landmarks,
pin-drop, what3words-style), saved places, accuracy & cost control.
→ skills/geocoding-places-addressing/GUIDE.md
- surge-dynamic-pricing — Fare model, zone/time surge, dynamic pricing signals, upfront vs metered,
fairness/caps, fare estimate vs final reconciliation.
→ skills/surge-dynamic-pricing/GUIDE.md
- superapp-careem-model — Super-app architecture: rides + delivery + payments/wallet under one
identity, module/service boundaries, shared location/maps, mini-apps.
→ skills/superapp-careem-model/GUIDE.md
Pairs well with
cross-platform-apps-master (rider/driver apps), payments-master (fares/payouts/wallet),
marketplace-master (delivery dispatch), backend-api-master (GPS/GIS/PostGIS), systems-platforms-master
(data/realtime infra), communications-master (driver/rider chat & notifications).
Note
Bundled skills use GUIDE.md so only this master appears in Cursor's skills list.
1---2name: ride-hailing-maps-master3description: Master hub for building Uber/Careem-style ride-hailing & on-demand mobility super-apps AND for professional maps design + integration. Use for rider/driver apps, real-time driver-rider matching & dispatch, live GPS tracking, ETA/routing/turn-by-turn navigation, geocoding/places/addressing, surge & dynamic pricing, trip lifecycle + fares/payouts, super-app (rides+delivery+pay) architecture, and map rendering (Mapbox GL/MapLibre/Google Maps) with custom styling, markers, polylines, camera, clustering & performance. Bundles 8 specialized skills (in skills/<name>/GUIDE.md).4---56# Ride-Hailing & Maps — Master Hub (Uber/Careem-grade)78Build production **on-demand mobility** platforms and **master maps** end-to-end: matching, dispatch,9live tracking, routing/ETA, geocoding, surge pricing, trip+payments, and beautiful, fast maps.1011## How to use this hub12131. Start with **ride-hailing-architecture** (services, trip state machine, geo backbone).142. Add matching/dispatch, live-tracking, routing, pricing as the feature needs.153. For the map UI itself use **maps-rendering-design**; for addresses **geocoding-places-addressing**.164. Build the apps with **`cross-platform-apps-master`**; money with **`payments-master`**.1718## Bundled skills1920- **ride-hailing-architecture** ⭐ — Rider/driver/dispatch services, the trip state machine, real-time21 backbone (WS/MQTT), geo-indexing (H3/S2), data model, idempotency, multi-city/tenant. 22 → `skills/ride-hailing-architecture/GUIDE.md`23- **realtime-matching-dispatch** ⭐ — Driver↔rider matching, supply/demand balancing, H3 spatial search,24 batched ETA-weighted assignment, offer/accept flow, reassignment, anti-starvation. 25 → `skills/realtime-matching-dispatch/GUIDE.md`26- **live-location-tracking** ⭐ — GPS ingestion pipeline, location smoothing/snap-to-road, driver27 presence + fan-out to riders, WebSocket/MQTT scale, battery & accuracy trade-offs. 28 → `skills/live-location-tracking/GUIDE.md`29- **maps-rendering-design** ⭐ — Map UI mastery: Mapbox GL JS v3 / MapLibre / Google Maps, custom styles,30 markers/polylines, camera animation, clustering, 3D, dark mode, RTL/Arabic labels, performance. 31 → `skills/maps-rendering-design/GUIDE.md`32- **routing-navigation-eta** ⭐ — Directions/Routes APIs (Google Routes, Mapbox Directions, OSRM/Valhalla),33 turn-by-turn navigation, traffic-aware ETA, route matrix, optimization, snap-to-roads. 34 → `skills/routing-navigation-eta/GUIDE.md`35- **geocoding-places-addressing** — Geocoding/reverse, autocomplete/Places, MENA addressing (landmarks,36 pin-drop, what3words-style), saved places, accuracy & cost control. 37 → `skills/geocoding-places-addressing/GUIDE.md`38- **surge-dynamic-pricing** — Fare model, zone/time surge, dynamic pricing signals, upfront vs metered,39 fairness/caps, fare estimate vs final reconciliation. 40 → `skills/surge-dynamic-pricing/GUIDE.md`41- **superapp-careem-model** — Super-app architecture: rides + delivery + payments/wallet under one42 identity, module/service boundaries, shared location/maps, mini-apps. 43 → `skills/superapp-careem-model/GUIDE.md`4445## Pairs well with4647`cross-platform-apps-master` (rider/driver apps), `payments-master` (fares/payouts/wallet),48`marketplace-master` (delivery dispatch), `backend-api-master` (GPS/GIS/PostGIS), `systems-platforms-master`49(data/realtime infra), `communications-master` (driver/rider chat & notifications).5051## Note5253Bundled skills use `GUIDE.md` so only this master appears in Cursor's skills list.
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