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LatLng Skills for AI coding tools

Location workflows your agent can actually ship

Give AI coding tools a practical LatLng playbook for address lookup, coordinate cleanup, nearby discovery, and production map experiences without making them rediscover API details every time.

5core location workflows
2key types handled correctly
1canonical skill endpoint
agent run · nearby discovery

Skill output

workflownearby_places
center37.7786, -122.3893
next steprender results on map
APIDirect HTTP endpoints for apps and backends.
SkillsAgent playbooks for coding and implementation.
SDKsLanguage-specific clients and examples.
MCPOne integration channel for tool-using agents.

Skill coverage

Each skill card maps to implementation decisions an agent needs to make while building real location-aware software.

01

Geocoding workflows

Choose the right endpoint for addresses, landmarks, coordinates, and user-entered location text.

02

Places workflows

Search for named places, nearby POIs, categories, and local discovery results with predictable parameters.

03

Map workflows

Add static maps, raster tiles, or vector tiles when an app needs location context instead of raw coordinates.

04

Auth guidance

Use server keys for backend requests and maps keys for browser-safe map rendering.

05

Output formats

Return coordinates, addresses, GeoJSON-style structures, map URLs, and developer-ready snippets.

06

Implementation patterns

Generate code for server routes, API clients, autocomplete flows, caching, and graceful empty states.

Agent actions

Concrete verbs for coding assistants that need to turn product requests into working location features.

address_to_coordinatesConvert user-entered addresses into latitude and longitude for forms, search, logistics, and CRM enrichment.
coordinates_to_addressTurn GPS points into readable addresses for check-ins, events, mobile apps, and location logs.
place_searchFind businesses, landmarks, venues, and named places from natural language or structured queries.
nearby_placesBuild radius-based discovery for restaurants, stores, hotels, EV chargers, parks, and other POI categories.
map_renderingAdd static maps, Leaflet raster tiles, or MapLibre-compatible vector tiles to production apps.

API rules for agents

Guardrails that prevent common mistakes when an assistant writes production code.

Use the right key

  • latlng_ keys are secret server keys for backend API calls.
  • pk_latlng_ keys are public maps keys for client-side maps.
  • Never embed a server key in browser code or mobile app bundles.

Return useful results

  • Include coordinates, formatted address, and confidence context when available.
  • Handle empty results and ambiguous matches explicitly.
  • Prefer typed wrappers around raw fetch calls in application code.

Directory metadata

Build location-aware software faster

Use this skill page as the reference for AI coding tools that need to add address lookup, coordinate conversion, POI search, and map rendering with LatLng.