[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill-aws-labs-amazon-location-service":3,"mdc-lh0dz-key":42,"related-repo-aws-labs-amazon-location-service":1497,"related-org-aws-labs-amazon-location-service":1594},{"slug":4,"name":4,"fn":5,"description":6,"org":7,"tags":12,"stars":26,"repoUrl":27,"updatedAt":28,"license":29,"forks":30,"topics":31,"repo":37,"sourceUrl":40,"mdContent":41},"amazon-location-service","integrate Amazon Location Service maps","Integrates Amazon Location Service APIs for AWS applications. Use this skill when users want to add maps (interactive MapLibre or static images); geocode addresses to coordinates or reverse geocode coordinates to addresses; calculate routes, travel times, or service areas; find places and businesses through text search, nearby search, or autocomplete suggestions; retrieve detailed place information including hours, contacts, and addresses; monitor geographical boundaries with geofences; or track device locations. Covers authentication, SDK integration, and all Amazon Location Service capabilities.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},"aws-labs","AWS Labs","https:\u002F\u002Fpexgzepcugksgbtrxkhf.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Forg-logos\u002Faws-labs.png","awslabs",[13,17,20,23],{"name":14,"slug":15,"type":16},"API Development","api-development","tag",{"name":18,"slug":19,"type":16},"Navigation","navigation",{"name":21,"slug":22,"type":16},"Maps","maps",{"name":24,"slug":25,"type":16},"AWS","aws",831,"https:\u002F\u002Fgithub.com\u002Fawslabs\u002Fagent-plugins","2026-07-12T08:39:49.88311","MIT-0",127,[32,33,34,25,35,36],"agent-plugins","agent-skills","agents","coding-agent-skills","coding-agents",{"repoUrl":27,"stars":26,"forks":30,"topics":38,"description":39},[32,33,34,25,35,36],"Agent Plugins for AWS equip AI coding agents with the skills to help you architect, deploy, and operate on AWS.","https:\u002F\u002Fgithub.com\u002Fawslabs\u002Fagent-plugins\u002Ftree\u002FHEAD\u002Fplugins\u002Famazon-location-service\u002Fskills\u002Famazon-location-service","---\nname: amazon-location-service\ndescription: Integrates Amazon Location Service APIs for AWS applications. Use this skill when users want to add maps (interactive MapLibre or static images); geocode addresses to coordinates or reverse geocode coordinates to addresses; calculate routes, travel times, or service areas; find places and businesses through text search, nearby search, or autocomplete suggestions; retrieve detailed place information including hours, contacts, and addresses; monitor geographical boundaries with geofences; or track device locations. Covers authentication, SDK integration, and all Amazon Location Service capabilities.\nlicense: MIT-0\nmetadata:\n  author: aws-geospatial\n  version: \"1.0\"\n---\n\n## Overview\n\nAmazon Location Service provides geospatial APIs for maps, geocoding, routing, places search, geofencing, and tracking. Prefer the bundled JavaScript client (@aws\u002Famazon-location-client) for web development and use resourceless API operations to avoid managing AWS resources.\n\n## When to Use This Skill\n\nUse this skill when:\n\n- Building location-aware web or mobile applications\n- Working with Amazon Location Service projects\n- Implementing maps, geocoding, routing, or places search\n- Adding geofencing or device tracking functionality\n- Integrating geospatial features into AWS applications\n\nDo NOT use this skill for:\n\n- Google Maps, Mapbox, or Leaflet-with-OSM projects (unless migrating to Amazon Location)\n- Generic GIS operations without AWS context\n- Non-AWS geospatial services\n\n## Amazon Location Service API Overview\n\n**Places** (SDK: geo-places, JS: @aws-sdk\u002Fclient-geo-places)\n\n- Geocode (Forward\u002FReverse): Convert addresses to coordinates and vice versa\n- Search (Text\u002FNearby): Find points of interest with contact and hours info\n- Autocomplete: Predict addresses based on user input\n- Suggest: Predict places and points of interest based on partial or misspelled user input\n- Get Place: Retrieve place details by place ID\n\n**Maps** (SDK: geo-maps, JS: @aws-sdk\u002Fclient-geo-maps)\n\n- Dynamic Maps: Interactive maps using tiles with [MapLibre](https:\u002F\u002Fmaplibre.org\u002F) rendering\n- Static Maps: Pre-rendered, non-interactive map images, good for including an image into a web page, or for thumbnail images\n\n**Routes** (SDK: geo-routes, JS: @aws-sdk\u002Fclient-geo-routes)\n\n- Route calculation with traffic and distance estimation\n- Service area\u002Fisoline creation\n- Matrix calculations for multiple origins\u002Fdestinations\n- GPS trace alignment to road segments\n- Route optimization (traveling salesman problem)\n\n**Geofences & Trackers** (SDK: location, JS: @aws-sdk\u002Fclient-location)\n\n- Geofences: Detect entry\u002Fexit from geographical boundaries\n- Trackers: Current and historical device location tracking\n\n**API Keys** (SDK: location, JS: @aws-sdk\u002Fclient-location)\n\n- API Keys: Grant access to public applications without exposing AWS credentials\n\n## Common Mistakes\n\nAvoid these frequent errors:\n\n1. **Using `Title` instead of `Address.Label` for display**: In Autocomplete results, always display `Address.Label`. The `Title` field may show components in reverse order and is not suitable for user-facing text.\n\n2. **Using GetStyleDescriptor API for map initialization**: MUST use direct URL passing to MapLibre (`https:\u002F\u002Fmaps.geo.{region}.amazonaws.com\u002Fv2\u002Fstyles\u002FStandard\u002Fdescriptor?key={apiKey}`) instead of making GetStyleDescriptor API calls. The direct URL method is required for proper map rendering.\n\n3. **Forgetting `validateStyle: false` in MapLibre config**: Always set `validateStyle: false` in the MapLibre Map constructor for faster map load times with Amazon Location styles.\n\n4. **Mixing resource-based and resourceless operations**: When possible, prefer resourceless operations (direct API calls without pre-created resources) for simpler deployment and permissions.\n\n5. **Inconsistent API operation naming**: Use the format `service:Operation` when referencing APIs (e.g., `geo-places:Geocode`, `geo-maps:GetStyleDescriptor`). SDK clients use `@aws-sdk\u002Fclient-*` format.\n\n6. **Not handling nested Address objects correctly**: The Address object from GetPlace contains nested objects (`Region.Code`, `Region.Name`, `Country.Code2`, etc.), not flat strings. Access nested properties correctly.\n\n7. **Wrong action names in API Key permissions**: API key `AllowActions` use `geo-maps:`, `geo-places:`, `geo-routes:` prefixes (e.g., `geo-places:Geocode`, `geo-routes:CalculateRoutes`). Do NOT use SDK client names (`@aws-sdk\u002Fclient-geo-places`) or IAM-style actions. See the Authentication and Permissions section for the complete list.\n\n## Defaults\n\nUse these default choices unless the user explicitly requests otherwise:\n\n- **JavaScript SDK**: Bundled client (CDN) for browser-only apps; npm modular SDKs (@aws-sdk\u002Fclient-geo-\\*) for React and build tool apps\n- **API operations**: Resourceless for Maps\u002FPlaces\u002FRoutes (Geofencing\u002FTracking always require pre-created resources)\n- **Authentication**: API Key for Maps\u002FPlaces\u002FRoutes; Cognito for Geofencing\u002FTracking\n- **Map style**: Standard\n- **Coordinate format**: [longitude, latitude] (GeoJSON order)\n\nOverride: User can specify \"use Cognito for Maps\u002FPlaces\u002FRoutes\" or \"use bundled client for React\".\n\n## API Selection Guidance\n\nChoose the right API for your use case:\n\n### Address Input & Validation\n\n- **Autocomplete** → Type-ahead in address forms (partial input: \"123 Main\")\n- **GetPlace** → Get full details after user selects autocomplete result (by PlaceId)\n- **Geocode** → Validate complete user-typed address or convert address to coordinates\n\n### Finding Locations\n\n- **SearchText** → General text search (\"pizza near Seattle\")\n- **SearchNearby** → Find places near a coordinate (restaurants within 5km)\n- **Suggest** → Predict places\u002FPOIs from partial or misspelled input\n- **Autocomplete** → Address-specific predictions (not for general POI search)\n\n### Geocoding\n\n- **Geocode (Forward)** → Address string → Coordinates\n- **ReverseGeocode** → Coordinates → Address\n\n### Maps\n\n- **Dynamic Maps (tiles + MapLibre)** → Interactive maps requiring pan, zoom, markers\n- **Static Maps (image)** → Non-interactive map images for thumbnails or email\n\n### Routing\n\n- **CalculateRoutes** → Single route between origin and destination\n- **CalculateRouteMatrix** → Multiple origins\u002Fdestinations travel times\n- **CalculateIsolines** → Service areas (all locations reachable within time\u002Fdistance)\n\n## LLM Context Files\n\nWhen you need detailed API parameter specifications or service capabilities not covered in the reference files, fetch these llms.txt resources:\n\n- **Developer Guide**: https:\u002F\u002Fdocs.aws.amazon.com\u002Flocation\u002Flatest\u002Fdeveloperguide\u002Fllms.txt\n- **API Reference**: https:\u002F\u002Fdocs.aws.amazon.com\u002Flocation\u002Flatest\u002FAPIReference\u002Fllms.txt\n\n## Key Guidance for Better Recommendations\n\n### Prefer the Bundled JavaScript Client for Web Development\n\nFor convenient web application development, Amazon Location Service provides a bundled JavaScript client that simplifies integration and provides optimized functionality without custom bundling. This bundled client includes all libraries required to build client side web applications with Amazon Location Service.\n\n**Features included in the bundled client:**\n\n- Enables direct pre-bundled dependency inclusion without custom bundle \u002F build\n- Simplified authentication and API integration\n- TypeScript support with comprehensive type definitions\n- Support for all Amazon Location SDKs\n\n**Included SDKs and Libraries:**\n\n- @aws-sdk\u002Fclient-geo-maps\n- @aws-sdk\u002Fclient-geo-places\n- @aws-sdk\u002Fclient-geo-routes\n- @aws-sdk\u002Fclient-location\n- @aws-sdk\u002Fcredential-providers\n- https:\u002F\u002Fgithub.com\u002Faws-geospatial\u002Famazon-location-utilities-auth-helper-js\n\n**Resources:**\n\n- NPM Package: [@aws\u002Famazon-location-client](https:\u002F\u002Fwww.npmjs.com\u002Fpackage\u002F@aws\u002Famazon-location-client)\n- GitHub Repository: [aws-geospatial\u002Famazon-location-client-js](https:\u002F\u002Fgithub.com\u002Faws-geospatial\u002Famazon-location-client-js)\n\n### Prefer Resourceless Operations\n\nAmazon Location Places, Maps and Routes services offer both resource-based and resourceless API operations. Resourceless operations are often simpler and more appropriate for many use cases.\n\n**Resource-based operations** require you to:\n\n- Create and configure Amazon Location Service resources (maps, place indexes, route calculators)\n- Manage resource lifecycle and permissions\n- Handle resource naming and organization\n\n**Resourceless operations** allow you to:\n\n- Make API calls directly without pre-creating resources\n- Reduce deployment complexity\n- Simplify IAM permissions and API Key permissions\n\n### Authentication and Permissions\n\nWhen discussing permissions for Amazon Location Places, Maps and Routes services, always include both IAM permissions and API Key permissions in your guidance. If the type of application being developed is clear, recommend the appropriate authorization tool as described below:\n\n**IAM Permissions** - Recommended for server-side applications and AWS SDK usage:\n\n- Used with AWS credentials (access keys, roles, etc.)\n- Provide fine-grained access control\n- Required for resource management operations\n\n**API Key Permissions** - Alternative authentication method, especially useful for client-side applications or applications deployed to unauthenticated (public) users:\n\n- Simplified authentication without exposing AWS credentials\n- Can be configured with specific allowed operations\n- Useful for web and mobile applications\n- Supports both resource-based and resourceless operations\n- Enables faster subsequent map loads through CDN caching\n\n**API Key Action Names** - API keys use their own action naming convention. Do NOT use SDK client names or IAM action names — they will be rejected.\n\nResourceless API key actions (recommended):\n\n| Service | AllowActions                                                                                                                                                                  | AllowResources                                |\n| ------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | --------------------------------------------- |\n| Maps    | `geo-maps:GetTile`, `geo-maps:GetStaticMap`                                                                                                                                   | `arn:aws:geo-maps:REGION::provider\u002Fdefault`   |\n| Places  | `geo-places:Autocomplete`, `geo-places:Geocode`, `geo-places:ReverseGeocode`, `geo-places:SearchText`, `geo-places:SearchNearby`, `geo-places:Suggest`, `geo-places:GetPlace` | `arn:aws:geo-places:REGION::provider\u002Fdefault` |\n| Routes  | `geo-routes:CalculateRoutes`, `geo-routes:CalculateRouteMatrix`, `geo-routes:CalculateIsolines`, `geo-routes:OptimizeWaypoints`, `geo-routes:SnapToRoads`                     | `arn:aws:geo-routes:REGION::provider\u002Fdefault` |\n\nDo NOT use legacy `geo:` prefixed actions (e.g., `geo:GetMap*`, `geo:CalculateRoute`) — these are for pre-created resources only and will not work with resourceless APIs.\n\n## MCP Server Integration\n\nIntegrates with the [AWS MCP Server](https:\u002F\u002Fdocs.aws.amazon.com\u002Faws-mcp\u002Flatest\u002Fuserguide\u002Fwhat-is-aws-mcp-server.html) (Apache-2.0 license) which provides access to AWS documentation, API references, and direct API interactions. See the [Getting Started Guide](https:\u002F\u002Fdocs.aws.amazon.com\u002Faws-mcp\u002Flatest\u002Fuserguide\u002Fgetting-started-aws-mcp-server.html) for setup and credential configuration. To use a non-default region, add `\"--metadata\", \"AWS_REGION=\u003Cyour-region>\"` to your MCP config args.\n\n## Additional Resources\n\n- [Amazon Location Service Developer Guide](https:\u002F\u002Fdocs.aws.amazon.com\u002Flocation\u002Flatest\u002Fdeveloperguide\u002F)\n- [Amazon Location Service API Reference](https:\u002F\u002Fdocs.aws.amazon.com\u002Flocation\u002Flatest\u002FAPIReference\u002F)\n- [Amazon Location Service Samples](https:\u002F\u002Fgithub.com\u002Faws-geospatial)\n\n## Reference Files\n\nLoad these resources as needed for specific implementation guidance:\n\n- [Address Input](.\u002Freferences\u002Faddress-input.md) - Create effective address input forms for users with address type ahead completion improving input speed and accuracy\n- [Address Verification](.\u002Freferences\u002Faddress-verification.md) - Validate addresses input from users before taking actions or persisting to databases\n- [Calculate Routes](.\u002Freferences\u002Fcalculate-routes.md) - Calculate routes between locations with customizable travel options and display them on maps\n- [Dynamic Map Rendering](.\u002Freferences\u002Fdynamic-map.md) - Render dynamic maps with MapLibre\n- [Places Search](.\u002Freferences\u002Fplaces-search.md) - Search for places or points of interest\n- [Web JavaScript](.\u002Freferences\u002Fweb-javascript.md) - Integrate Amazon Location services into web browser applications\n",{"data":43,"body":47},{"name":4,"description":6,"license":29,"metadata":44},{"author":45,"version":46},"aws-geospatial","1.0",{"type":48,"children":49},"root",[50,59,65,71,76,106,111,129,135,146,174,183,207,217,245,255,268,277,285,291,296,530,536,541,602,607,613,618,625,658,664,706,712,735,739,762,768,801,807,812,845,851,857,862,870,893,901,937,945,972,978,983,993,1011,1021,1039,1045,1050,1060,1078,1088,1116,1126,1131,1313,1341,1347,1378,1384,1417,1423,1428],{"type":51,"tag":52,"props":53,"children":55},"element","h2",{"id":54},"overview",[56],{"type":57,"value":58},"text","Overview",{"type":51,"tag":60,"props":61,"children":62},"p",{},[63],{"type":57,"value":64},"Amazon Location Service provides geospatial APIs for maps, geocoding, routing, places search, geofencing, and tracking. 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(recommended):",{"type":51,"tag":1132,"props":1133,"children":1134},"table",{},[1135,1158],{"type":51,"tag":1136,"props":1137,"children":1138},"thead",{},[1139],{"type":51,"tag":1140,"props":1141,"children":1142},"tr",{},[1143,1149,1153],{"type":51,"tag":1144,"props":1145,"children":1146},"th",{},[1147],{"type":57,"value":1148},"Service",{"type":51,"tag":1144,"props":1150,"children":1151},{},[1152],{"type":57,"value":483},{"type":51,"tag":1144,"props":1154,"children":1155},{},[1156],{"type":57,"value":1157},"AllowResources",{"type":51,"tag":1159,"props":1160,"children":1161},"tbody",{},[1162,1195,1261],{"type":51,"tag":1140,"props":1163,"children":1164},{},[1165,1170,1186],{"type":51,"tag":1166,"props":1167,"children":1168},"td",{},[1169],{"type":57,"value":21},{"type":51,"tag":1166,"props":1171,"children":1172},{},[1173,1179,1180],{"type":51,"tag":309,"props":1174,"children":1176},{"className":1175},[],[1177],{"type":57,"value":1178},"geo-maps:GetTile",{"type":57,"value":419},{"type":51,"tag":309,"props":1181,"children":1183},{"className":1182},[],[1184],{"type":57,"value":1185},"geo-maps:GetStaticMap",{"type":51,"tag":1166,"props":1187,"children":1188},{},[1189],{"type":51,"tag":309,"props":1190,"children":1192},{"className":1191},[],[1193],{"type":57,"value":1194},"arn:aws:geo-maps:REGION::provider\u002Fdefault",{"type":51,"tag":1140,"props":1196,"children":1197},{},[1198,1202,1252],{"type":51,"tag":1166,"props":1199,"children":1200},{},[1201],{"type":57,"value":143},{"type":51,"tag":1166,"props":1203,"children":1204},{},[1205,1211,1212,1217,1218,1224,1225,1231,1232,1238,1239,1245,1246],{"type":51,"tag":309,"props":1206,"children":1208},{"className":1207},[],[1209],{"type":57,"value":1210},"geo-places:Autocomplete",{"type":57,"value":419},{"type":51,"tag":309,"props":1213,"children":1215},{"className":1214},[],[1216],{"type":57,"value":417},{"type":57,"value":419},{"type":51,"tag":309,"props":1219,"children":1221},{"className":1220},[],[1222],{"type":57,"value":1223},"geo-places:ReverseGeocode",{"type":57,"value":419},{"type":51,"tag":309,"props":1226,"children":1228},{"className":1227},[],[1229],{"type":57,"value":1230},"geo-places:SearchText",{"type":57,"value":419},{"type":51,"tag":309,"props":1233,"children":1235},{"className":1234},[],[1236],{"type":57,"value":1237},"geo-places:SearchNearby",{"type":57,"value":419},{"type":51,"tag":309,"props":1240,"children":1242},{"className":1241},[],[1243],{"type":57,"value":1244},"geo-places:Suggest",{"type":57,"value":419},{"type":51,"tag":309,"props":1247,"children":1249},{"className":1248},[],[1250],{"type":57,"value":1251},"geo-places:GetPlace",{"type":51,"tag":1166,"props":1253,"children":1254},{},[1255],{"type":51,"tag":309,"props":1256,"children":1258},{"className":1257},[],[1259],{"type":57,"value":1260},"arn:aws:geo-places:REGION::provider\u002Fdefault",{"type":51,"tag":1140,"props":1262,"children":1263},{},[1264,1268,1304],{"type":51,"tag":1166,"props":1265,"children":1266},{},[1267],{"type":57,"value":214},{"type":51,"tag":1166,"props":1269,"children":1270},{},[1271,1276,1277,1283,1284,1290,1291,1297,1298],{"type":51,"tag":309,"props":1272,"children":1274},{"className":1273},[],[1275],{"type":57,"value":519},{"type":57,"value":419},{"type":51,"tag":309,"props":1278,"children":1280},{"className":1279},[],[1281],{"type":57,"value":1282},"geo-routes:CalculateRouteMatrix",{"type":57,"value":419},{"type":51,"tag":309,"props":1285,"children":1287},{"className":1286},[],[1288],{"type":57,"value":1289},"geo-routes:CalculateIsolines",{"type":57,"value":419},{"type":51,"tag":309,"props":1292,"children":1294},{"className":1293},[],[1295],{"type":57,"value":1296},"geo-routes:OptimizeWaypoints",{"type":57,"value":419},{"type":51,"tag":309,"props":1299,"children":1301},{"className":1300},[],[1302],{"type":57,"value":1303},"geo-routes:SnapToRoads",{"type":51,"tag":1166,"props":1305,"children":1306},{},[1307],{"type":51,"tag":309,"props":1308,"children":1310},{"className":1309},[],[1311],{"type":57,"value":1312},"arn:aws:geo-routes:REGION::provider\u002Fdefault",{"type":51,"tag":60,"props":1314,"children":1315},{},[1316,1318,1324,1326,1332,1333,1339],{"type":57,"value":1317},"Do 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",{"type":51,"tag":192,"props":1353,"children":1356},{"href":1354,"rel":1355},"https:\u002F\u002Fdocs.aws.amazon.com\u002Faws-mcp\u002Flatest\u002Fuserguide\u002Fwhat-is-aws-mcp-server.html",[196],[1357],{"type":57,"value":1358},"AWS MCP Server",{"type":57,"value":1360}," (Apache-2.0 license) which provides access to AWS documentation, API references, and direct API interactions. See the ",{"type":51,"tag":192,"props":1362,"children":1365},{"href":1363,"rel":1364},"https:\u002F\u002Fdocs.aws.amazon.com\u002Faws-mcp\u002Flatest\u002Fuserguide\u002Fgetting-started-aws-mcp-server.html",[196],[1366],{"type":57,"value":1367},"Getting Started Guide",{"type":57,"value":1369}," for setup and credential configuration. To use a non-default region, add ",{"type":51,"tag":309,"props":1371,"children":1373},{"className":1372},[],[1374],{"type":57,"value":1375},"\"--metadata\", \"AWS_REGION=\u003Cyour-region>\"",{"type":57,"value":1377}," to your MCP config args.",{"type":51,"tag":52,"props":1379,"children":1381},{"id":1380},"additional-resources",[1382],{"type":57,"value":1383},"Additional Resources",{"type":51,"tag":77,"props":1385,"children":1386},{},[1387,1397,1407],{"type":51,"tag":81,"props":1388,"children":1389},{},[1390],{"type":51,"tag":192,"props":1391,"children":1394},{"href":1392,"rel":1393},"https:\u002F\u002Fdocs.aws.amazon.com\u002Flocation\u002Flatest\u002Fdeveloperguide\u002F",[196],[1395],{"type":57,"value":1396},"Amazon Location Service Developer Guide",{"type":51,"tag":81,"props":1398,"children":1399},{},[1400],{"type":51,"tag":192,"props":1401,"children":1404},{"href":1402,"rel":1403},"https:\u002F\u002Fdocs.aws.amazon.com\u002Flocation\u002Flatest\u002FAPIReference\u002F",[196],[1405],{"type":57,"value":1406},"Amazon Location Service API Reference",{"type":51,"tag":81,"props":1408,"children":1409},{},[1410],{"type":51,"tag":192,"props":1411,"children":1414},{"href":1412,"rel":1413},"https:\u002F\u002Fgithub.com\u002Faws-geospatial",[196],[1415],{"type":57,"value":1416},"Amazon Location Service Samples",{"type":51,"tag":52,"props":1418,"children":1420},{"id":1419},"reference-files",[1421],{"type":57,"value":1422},"Reference Files",{"type":51,"tag":60,"props":1424,"children":1425},{},[1426],{"type":57,"value":1427},"Load these resources as needed for specific implementation guidance:",{"type":51,"tag":77,"props":1429,"children":1430},{},[1431,1442,1453,1464,1475,1486],{"type":51,"tag":81,"props":1432,"children":1433},{},[1434,1440],{"type":51,"tag":192,"props":1435,"children":1437},{"href":1436},".\u002Freferences\u002Faddress-input.md",[1438],{"type":57,"value":1439},"Address Input",{"type":57,"value":1441}," - Create effective address input forms for users with address type ahead completion improving input speed and accuracy",{"type":51,"tag":81,"props":1443,"children":1444},{},[1445,1451],{"type":51,"tag":192,"props":1446,"children":1448},{"href":1447},".\u002Freferences\u002Faddress-verification.md",[1449],{"type":57,"value":1450},"Address Verification",{"type":57,"value":1452}," - Validate addresses input from users before taking actions or persisting to databases",{"type":51,"tag":81,"props":1454,"children":1455},{},[1456,1462],{"type":51,"tag":192,"props":1457,"children":1459},{"href":1458},".\u002Freferences\u002Fcalculate-routes.md",[1460],{"type":57,"value":1461},"Calculate Routes",{"type":57,"value":1463}," - Calculate routes between locations with customizable travel options and display them on maps",{"type":51,"tag":81,"props":1465,"children":1466},{},[1467,1473],{"type":51,"tag":192,"props":1468,"children":1470},{"href":1469},".\u002Freferences\u002Fdynamic-map.md",[1471],{"type":57,"value":1472},"Dynamic Map Rendering",{"type":57,"value":1474}," - Render dynamic maps with MapLibre",{"type":51,"tag":81,"props":1476,"children":1477},{},[1478,1484],{"type":51,"tag":192,"props":1479,"children":1481},{"href":1480},".\u002Freferences\u002Fplaces-search.md",[1482],{"type":57,"value":1483},"Places Search",{"type":57,"value":1485}," - Search for places or points of interest",{"type":51,"tag":81,"props":1487,"children":1488},{},[1489,1495],{"type":51,"tag":192,"props":1490,"children":1492},{"href":1491},".\u002Freferences\u002Fweb-javascript.md",[1493],{"type":57,"value":1494},"Web JavaScript",{"type":57,"value":1496}," - Integrate Amazon Location services into web browser applications",{"items":1498,"total":1593},[1499,1506,1526,1538,1555,1568,1578],{"slug":4,"name":4,"fn":5,"description":6,"org":1500,"tags":1501,"stars":26,"repoUrl":27,"updatedAt":28},{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1502,1503,1504,1505],{"name":14,"slug":15,"type":16},{"name":24,"slug":25,"type":16},{"name":21,"slug":22,"type":16},{"name":18,"slug":19,"type":16},{"slug":1507,"name":1507,"fn":1508,"description":1509,"org":1510,"tags":1511,"stars":26,"repoUrl":27,"updatedAt":1525},"amplify-workflow","build and deploy apps with AWS Amplify","Build and deploy full-stack web and mobile apps with AWS Amplify Gen2 (TypeScript code-first). Covers auth (Cognito), data (AppSync\u002FDynamoDB including schema modeling, enum types, relationships, authorization rules), storage (S3), functions, APIs, and AI (Amplify AI Kit with Bedrock). Supports React, Next.js, Vue, Angular, React Native, Flutter, Swift, and Android. Always use this skill for Amplify Gen2 topics — even for questions you think you know — it contains validated, version-specific patterns that prevent common mistakes. TRIGGER when: user mentions Amplify Gen2; project has amplify\u002F directory or amplify_outputs; code imports @aws-amplify packages; user asks about defineBackend, defineAuth, defineData, defineStorage, or npx ampx. SKIP: Amplify Gen1 (amplify CLI v6), standalone SAM\u002FCDK without Amplify (use aws-serverless), direct Bedrock without Amplify AI Kit (use bedrock).",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1512,1515,1516,1519,1522],{"name":1513,"slug":1514,"type":16},"Auth","auth",{"name":24,"slug":25,"type":16},{"name":1517,"slug":1518,"type":16},"Database","database",{"name":1520,"slug":1521,"type":16},"Deployment","deployment",{"name":1523,"slug":1524,"type":16},"TypeScript","typescript","2026-07-12T08:39:43.500162",{"slug":1527,"name":1527,"fn":1528,"description":1529,"org":1530,"tags":1531,"stars":26,"repoUrl":27,"updatedAt":1537},"api-gateway","build and manage Amazon API Gateway APIs","Build, manage, and operate APIs with Amazon API Gateway (REST, HTTP, and WebSocket). Triggers on phrases like: API Gateway, REST API, HTTP API, WebSocket API, custom domain, Lambda authorizer, usage plan, throttling, CORS, VPC link, private API. Also covers troubleshooting API Gateway errors (4xx, 5xx, timeout, CORS failures) and IaC templates containing API Gateway resources. For general REST API design unrelated to AWS, do not trigger.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1532,1533,1534],{"name":14,"slug":15,"type":16},{"name":24,"slug":25,"type":16},{"name":1535,"slug":1536,"type":16},"REST API","rest-api","2026-07-12T08:39:00.149339",{"slug":1539,"name":1539,"fn":1540,"description":1541,"org":1542,"tags":1543,"stars":26,"repoUrl":27,"updatedAt":1554},"aws-architecture-diagram","generate AWS architecture diagrams","Generate validated AWS architecture diagrams as draw.io XML using official AWS4 icon libraries. Use this skill whenever the user wants to create, generate, or design AWS architecture diagrams, cloud infrastructure diagrams, or system design visuals. Also triggers for requests to visualize existing infrastructure from CloudFormation, CDK, or Terraform code. Supports two modes: analyze an existing codebase to auto-generate diagrams, or brainstorm interactively from scratch. Exports .drawio files with optional PNG\u002FSVG\u002FPDF export via draw.io desktop CLI.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1544,1547,1548,1551],{"name":1545,"slug":1546,"type":16},"Architecture","architecture",{"name":24,"slug":25,"type":16},{"name":1549,"slug":1550,"type":16},"Design","design",{"name":1552,"slug":1553,"type":16},"Diagrams","diagrams","2026-07-12T08:37:11.012278",{"slug":1556,"name":1556,"fn":1557,"description":1558,"org":1559,"tags":1560,"stars":26,"repoUrl":27,"updatedAt":1567},"aws-lambda","build and deploy AWS Lambda functions","Design, build, deploy, test, and debug serverless applications with AWS Lambda. Triggers on phrases like: Lambda function, event source, serverless application, API Gateway, EventBridge, Step Functions, serverless API, event-driven architecture, Lambda trigger. For deploying non-serverless apps to AWS, use deploy-on-aws plugin instead.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1561,1562,1563,1564],{"name":14,"slug":15,"type":16},{"name":24,"slug":25,"type":16},{"name":1520,"slug":1521,"type":16},{"name":1565,"slug":1566,"type":16},"Serverless","serverless","2026-07-12T08:38:58.598492",{"slug":1569,"name":1569,"fn":1570,"description":1571,"org":1572,"tags":1573,"stars":26,"repoUrl":27,"updatedAt":1577},"aws-lambda-durable-functions","build resilient AWS Lambda durable functions","Build resilient, long-running, multi-step applications with AWS Lambda durable functions with automatic state persistence, retry logic, and orchestration for long-running executions. Covers the critical replay model, step operations, wait\u002Fcallback patterns, error handling with saga pattern, testing with LocalDurableTestRunner. Triggers on phrases like: lambda durable functions, workflow orchestration, state machines, retry\u002Fcheckpoint patterns, long-running stateful Lambda functions, saga pattern, human-in-the-loop callbacks, and reliable serverless applications.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1574,1575,1576],{"name":1545,"slug":1546,"type":16},{"name":24,"slug":25,"type":16},{"name":1565,"slug":1566,"type":16},"2026-07-12T08:39:05.546173",{"slug":1579,"name":1579,"fn":1580,"description":1581,"org":1582,"tags":1583,"stars":26,"repoUrl":27,"updatedAt":1592},"aws-lambda-managed-instances","configure AWS Lambda Managed Instances","Evaluate, configure, and migrate workloads to AWS Lambda Managed Instances (LMI). Triggers on: Lambda Managed Instances, LMI, capacity provider, multi-concurrency Lambda, dedicated instance Lambda, EC2-backed Lambda, cold start elimination, Graviton Lambda, instance type for Lambda, scheduled scaling for LMI, Lambda cost optimization with Reserved Instances or Savings Plans. Also trigger when users describe high-volume predictable workloads seeking cost savings, want to scale LMI capacity on a schedule, or compare Lambda vs EC2 for steady-state traffic. For standard Lambda without LMI, use the aws-lambda skill instead.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1584,1585,1586,1589],{"name":24,"slug":25,"type":16},{"name":1520,"slug":1521,"type":16},{"name":1587,"slug":1588,"type":16},"Infrastructure","infrastructure",{"name":1590,"slug":1591,"type":16},"Performance","performance","2026-07-12T08:39:07.007071",33,{"items":1595,"total":1769},[1596,1615,1632,1642,1655,1668,1678,1688,1709,1724,1739,1754],{"slug":1597,"name":1597,"fn":1598,"description":1599,"org":1600,"tags":1601,"stars":1612,"repoUrl":1613,"updatedAt":1614},"agentcore-investigation","investigate Bedrock AgentCore runtime sessions","Investigate Bedrock AgentCore runtime sessions via CloudWatch Logs Insights — resolve session\u002Ftrace IDs, query OTEL spans, filter noise, build timelines. Use when debugging AgentCore agent sessions, tracing tool calls, or analyzing latency.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1602,1603,1606,1609],{"name":24,"slug":25,"type":16},{"name":1604,"slug":1605,"type":16},"Debugging","debugging",{"name":1607,"slug":1608,"type":16},"Logs","logs",{"name":1610,"slug":1611,"type":16},"Observability","observability",9427,"https:\u002F\u002Fgithub.com\u002Fawslabs\u002Fmcp","2026-07-12T08:37:22.601527",{"slug":1616,"name":1617,"fn":1618,"description":1619,"org":1620,"tags":1621,"stars":1612,"repoUrl":1613,"updatedAt":1631},"amazon-aurora-dsql","amazon aurora dsql","build applications with Aurora DSQL","Build with Aurora DSQL — manage schemas, execute queries, handle migrations, diagnose query plans, load data, and develop applications with a serverless, distributed SQL database. Covers IAM auth, multi-tenant patterns, MySQL-to-DSQL and PostgreSQL-to-DSQL schema conversion, FK replacement code generation, OCC retry patterns, ORM migration (Django\u002FHibernate\u002FRails), DDL operations, query plan explainability, SQL compatibility validation, and bulk data loading. Triggers on phrases like: DSQL, Aurora DSQL, create DSQL table, DSQL schema, migrate to DSQL, distributed SQL database, serverless PostgreSQL-compatible database, DSQL query plan, DSQL EXPLAIN ANALYZE, why is my DSQL query slow, DSQL foreign key, DSQL OCC retry, DSQL multi-region, load into DSQL, load CSV into DSQL, bulk load DSQL, aurora-dsql-loader.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1622,1625,1626,1627,1628],{"name":1623,"slug":1624,"type":16},"Aurora","aurora",{"name":24,"slug":25,"type":16},{"name":1517,"slug":1518,"type":16},{"name":1565,"slug":1566,"type":16},{"name":1629,"slug":1630,"type":16},"SQL","sql","2026-07-12T08:36:45.053393",{"slug":1633,"name":1634,"fn":1618,"description":1619,"org":1635,"tags":1636,"stars":1612,"repoUrl":1613,"updatedAt":1641},"aurora-dsql","aurora dsql",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1637,1638,1639,1640],{"name":24,"slug":25,"type":16},{"name":1517,"slug":1518,"type":16},{"name":1565,"slug":1566,"type":16},{"name":1629,"slug":1630,"type":16},"2026-07-12T08:36:42.694299",{"slug":1643,"name":1644,"fn":1618,"description":1619,"org":1645,"tags":1646,"stars":1612,"repoUrl":1613,"updatedAt":1654},"aws-dsql","aws dsql",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1647,1648,1649,1652,1653],{"name":24,"slug":25,"type":16},{"name":1517,"slug":1518,"type":16},{"name":1650,"slug":1651,"type":16},"Migration","migration",{"name":1565,"slug":1566,"type":16},{"name":1629,"slug":1630,"type":16},"2026-07-12T08:36:38.584057",{"slug":1656,"name":1657,"fn":1618,"description":1619,"org":1658,"tags":1659,"stars":1612,"repoUrl":1613,"updatedAt":1667},"distributed-postgres","distributed postgres",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1660,1661,1662,1665,1666],{"name":24,"slug":25,"type":16},{"name":1517,"slug":1518,"type":16},{"name":1663,"slug":1664,"type":16},"PostgreSQL","postgresql",{"name":1565,"slug":1566,"type":16},{"name":1629,"slug":1630,"type":16},"2026-07-12T08:36:46.530743",{"slug":1669,"name":1670,"fn":1618,"description":1619,"org":1671,"tags":1672,"stars":1612,"repoUrl":1613,"updatedAt":1677},"distributed-sql","distributed sql",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1673,1674,1675,1676],{"name":24,"slug":25,"type":16},{"name":1517,"slug":1518,"type":16},{"name":1565,"slug":1566,"type":16},{"name":1629,"slug":1630,"type":16},"2026-07-12T08:36:48.104182",{"slug":1679,"name":1679,"fn":1618,"description":1619,"org":1680,"tags":1681,"stars":1612,"repoUrl":1613,"updatedAt":1687},"dsql",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1682,1683,1684,1685,1686],{"name":24,"slug":25,"type":16},{"name":1517,"slug":1518,"type":16},{"name":1650,"slug":1651,"type":16},{"name":1565,"slug":1566,"type":16},{"name":1629,"slug":1630,"type":16},"2026-07-12T08:36:36.374512",{"slug":1689,"name":1689,"fn":1690,"description":1691,"org":1692,"tags":1693,"stars":1706,"repoUrl":1707,"updatedAt":1708},"cost-efficiency-analyzer","analyze cost efficiency and expenses","Analyzes cost structure, cost efficiency, and expense management from P&L data. Use when the user asks about costs, expenses, COGS, operating expenses, cost ratios, cost control, spending efficiency, margin compression from cost side, or wants to understand where money is going. Also use for \"are we spending too much\", \"cost breakdown\", \"expense analysis\", or \"how efficient are our operations\". NOT for revenue or top-line analysis.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1694,1697,1700,1703],{"name":1695,"slug":1696,"type":16},"Accounting","accounting",{"name":1698,"slug":1699,"type":16},"Analytics","analytics",{"name":1701,"slug":1702,"type":16},"Cost Optimization","cost-optimization",{"name":1704,"slug":1705,"type":16},"Finance","finance",3176,"https:\u002F\u002Fgithub.com\u002Fawslabs\u002Fagentcore-samples","2026-07-12T08:40:03.29555",{"slug":1710,"name":1710,"fn":1711,"description":1712,"org":1713,"tags":1714,"stars":1706,"repoUrl":1707,"updatedAt":1723},"executive-financial-briefing","generate executive financial briefings","Generates a concise executive-level financial briefing or summary suitable for a CEO, CFO, or board presentation. Use when the user asks for a summary, briefing, executive summary, board update, financial overview, financial health check, or \"how is the business doing\". Covers the full P&L picture in one page. Also use for \"give me the highlights\", \"what do I need to know\", or \"quick financial update\".",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1715,1716,1717,1720],{"name":24,"slug":25,"type":16},{"name":1704,"slug":1705,"type":16},{"name":1718,"slug":1719,"type":16},"Management","management",{"name":1721,"slug":1722,"type":16},"Reporting","reporting","2026-07-12T08:40:02.066471",{"slug":1725,"name":1725,"fn":1726,"description":1727,"org":1728,"tags":1729,"stars":1706,"repoUrl":1707,"updatedAt":1738},"multi-quarter-trend-analysis","analyze multi-quarter financial trends","Analyzes financial trends across multiple quarters by comparing P&L metrics over time. Use when the user wants to see trends, patterns, trajectories, or directional movement across 3 or more quarters. Also use for \"how are we trending\", \"show me the trend\", \"track performance over time\", \"quarter over quarter comparison across all quarters\", or any multi-period longitudinal analysis.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1730,1731,1732,1735],{"name":1698,"slug":1699,"type":16},{"name":1704,"slug":1705,"type":16},{"name":1733,"slug":1734,"type":16},"Financial Statements","financial-statements",{"name":1736,"slug":1737,"type":16},"Variance Analysis","variance-analysis","2026-07-12T08:40:00.79141",{"slug":1740,"name":1740,"fn":1741,"description":1742,"org":1743,"tags":1744,"stars":1706,"repoUrl":1707,"updatedAt":1753},"pdf","process and manipulate PDF documents","Use this skill whenever the user wants to do anything with PDF files. This includes reading or extracting text\u002Ftables from PDFs, combining or merging multiple PDFs into one, splitting PDFs apart, rotating pages, adding watermarks, creating new PDFs, filling PDF forms, encrypting\u002Fdecrypting PDFs, extracting images, and OCR on scanned PDFs to make them searchable. If the user mentions a .pdf file or asks to produce one, use this skill.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1745,1748,1751],{"name":1746,"slug":1747,"type":16},"Automation","automation",{"name":1749,"slug":1750,"type":16},"Documents","documents",{"name":1752,"slug":1740,"type":16},"PDF","2026-07-12T08:41:44.135656",{"slug":1755,"name":1755,"fn":1756,"description":1757,"org":1758,"tags":1759,"stars":1706,"repoUrl":1707,"updatedAt":1768},"quarterly-kpi-calculator","calculate quarterly financial KPIs","Calculates quarterly financial KPIs from P&L data. P&L figures can be provided directly by the user or fetched from the financial data MCP server. Use when the user wants KPI calculations such as Gross Margin %, EBITDA Margin %, Operating Expense Ratio, or Revenue Growth % QoQ. Also use for quarterly performance review, P&L analysis, or interpreting financial ratios against benchmarks.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1760,1761,1764,1765],{"name":1695,"slug":1696,"type":16},{"name":1762,"slug":1763,"type":16},"Data Analysis","data-analysis",{"name":1704,"slug":1705,"type":16},{"name":1766,"slug":1767,"type":16},"KPI","kpi","2026-07-12T08:39:59.54971",150]