[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill-aws-labs-amplify-workflow":3,"mdc--gshurh-key":45,"related-repo-aws-labs-amplify-workflow":1848,"related-org-aws-labs-amplify-workflow":1943},{"slug":4,"name":4,"fn":5,"description":6,"org":7,"tags":12,"stars":29,"repoUrl":30,"updatedAt":31,"license":32,"forks":33,"topics":34,"repo":40,"sourceUrl":43,"mdContent":44},"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},"aws-labs","AWS Labs","https:\u002F\u002Fpexgzepcugksgbtrxkhf.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Forg-logos\u002Faws-labs.png","awslabs",[13,17,20,23,26],{"name":14,"slug":15,"type":16},"Auth","auth","tag",{"name":18,"slug":19,"type":16},"TypeScript","typescript",{"name":21,"slug":22,"type":16},"Database","database",{"name":24,"slug":25,"type":16},"Deployment","deployment",{"name":27,"slug":28,"type":16},"AWS","aws",831,"https:\u002F\u002Fgithub.com\u002Fawslabs\u002Fagent-plugins","2026-07-12T08:39:43.500162",null,127,[35,36,37,28,38,39],"agent-plugins","agent-skills","agents","coding-agent-skills","coding-agents",{"repoUrl":30,"stars":29,"forks":33,"topics":41,"description":42},[35,36,37,28,38,39],"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\u002Faws-amplify\u002Fskills\u002Famplify-workflow","---\nname: amplify-workflow\ndescription: 'Build and deploy full-stack web and mobile apps with AWS Amplify Gen2\n  (TypeScript code-first). Covers auth (Cognito), data (AppSync\u002FDynamoDB including\n  schema modeling, enum types, relationships, authorization rules), storage (S3),\n  functions, APIs, and AI (Amplify AI Kit with Bedrock). Supports React, Next.js,\n  Vue, Angular, React Native, Flutter, Swift, and Android. Always use this skill for\n  Amplify Gen2 topics — even for questions you think you know — it contains validated,\n  version-specific patterns that prevent common mistakes. TRIGGER when: user mentions\n  Amplify Gen2; project has amplify\u002F directory or amplify_outputs; code imports @aws-amplify\n  packages; user asks about defineBackend, defineAuth, defineData, defineStorage,\n  or npx ampx. SKIP: Amplify Gen1 (amplify CLI v6), standalone SAM\u002FCDK without Amplify\n  (use aws-serverless), direct Bedrock without Amplify AI Kit (use bedrock).'\n---\n\n# AWS Amplify Gen2\n\nBuild and deploy full-stack applications using AWS Amplify Gen2's TypeScript\ncode-first approach. This skill covers backend resource creation, frontend\nintegration across 8 frameworks, and deployment workflows.\n\n## Prerequisites\n\n- Node.js ^18.19.0 || ^20.6.0 || >=22 and npm\n- AWS credentials configured (`aws sts get-caller-identity` succeeds)\n- For sandbox: `npx ampx --version` returns a valid version\n- For mobile: Platform-specific tooling (Xcode, Android Studio, Flutter SDK)\n\n## Defaults & Assumptions\n\nWhen the user does not specify a framework:\n\n- **Web:** You **SHOULD** default to **React** (Vite) and explain the choice.\n- **Mobile:** You **MUST** ask which platform the user wants (Flutter,\n  Swift, Android, or React Native). There is no universal mobile default.\n- **Neither specified:** If the user says \"build an app\" without clarifying web\n  vs. mobile, you **MUST** ask before proceeding.\n- **Backend only:** If only backend changes are requested and no frontend\n  framework is mentioned, skip the frontend integration step entirely.\n\nWhen the user does not specify tooling or strategy:\n\n- **Package manager:** You **SHOULD** default to **npm** unless the user\n  specifies yarn or pnpm.\n- **Language:** You **SHOULD** default to **TypeScript**. Gen2 backends are\n  TypeScript-only; frontends **SHOULD** follow the project's existing language.\n- **Next.js:** You **SHOULD** default to **App Router** unless the user\n  specifies Pages Router.\n- **React Native:** Ask the user whether they use **Expo** or **bare\n  React Native CLI**.\n- **Auth:** You **MUST** ask which login method the user wants\n  (email\u002Fpassword, social login, SAML, passwordless, etc.). Do not assume a default.\n- **Data authorization:** default to **`publicApiKey`**\n  (`allow.publicApiKey()`) — this is the starter template default. When\n  auth is added, switch to **owner-based** (`allow.owner()`) with\n  `defaultAuthorizationMode: 'userPool'`.\n\n## Quick Start — Route to the Right Reference\n\n### Step 0: Read Core Reference (ALWAYS)\n\nYou **MUST** read the core reference for your target platform **before\nreading any other reference file**. These contain Gen2 detection,\n`Amplify.configure()` placement per framework, sandbox commands, required\npackages, and directory structure rules — patterns needed for **all** tasks,\nnot just new projects.\n\n- **Web** (React, Next.js, Vue, Angular, React Native): You **MUST** read\n  [core-web.md](references\u002Fcore-web.md)\n- **Mobile** (Flutter, Swift, Android): You **MUST** read\n  [core-mobile.md](references\u002Fcore-mobile.md)\n- **Backend only** (no frontend work): Skip to Step 1.\n\n### Step 1: Identify the Task Type\n\n| Task                                     | Go To                                                                    |\n| ---------------------------------------- | ------------------------------------------------------------------------ |\n| **Create a new project**                 | → [scaffolding.md](references\u002Fscaffolding.md), then Step 2 and\u002For Step 3 |\n| **Add or modify a backend feature**      | → Step 2 (Backend Features)                                              |\n| **Connect frontend to existing backend** | → Step 3 (Frontend Integration)                                          |\n| **Deploy the application**               | → [deployment.md](references\u002Fdeployment.md)                              |\n\n### Step 2: Backend Features\n\nYou **MUST** read the corresponding reference for each backend feature:\n\n| Feature          | Reference                                               | When to Use                                                                                                |\n| ---------------- | ------------------------------------------------------- | ---------------------------------------------------------------------------------------------------------- |\n| Authentication   | [auth-backend.md](references\u002Fauth-backend.md)           | Email\u002Fpassword, social login, MFA, SAML\u002FOIDC                                                               |\n| Data Models      | [data-backend.md](references\u002Fdata-backend.md)           | GraphQL schema, DynamoDB, relationships, auth rules                                                        |\n| File Storage     | [storage-backend.md](references\u002Fstorage-backend.md)     | S3 uploads\u002Fdownloads, access rules                                                                         |\n| Functions & API  | [functions-and-api.md](references\u002Ffunctions-and-api.md) | Lambda, custom resolvers, REST\u002FHTTP APIs, calling from client                                              |\n| AI Features      | [ai.md](references\u002Fai.md)                               | Conversation, generation, AI tools via Bedrock _(backend config + React\u002FNext.js frontend)_                 |\n| Geo, PubSub, CDK | [advanced-features.md](references\u002Fadvanced-features.md) | Backend-only: custom CDK stacks, overrides, custom outputs. Backend + frontend: Geo, PubSub, Face Liveness |\n\nEach backend feature file is self-contained. Load only what you need.\n\n> **Routing note:** These files apply for both **adding** and **modifying**\n> features. Route to the same file whether the user says \"add auth\" or\n> \"change auth config\" — each reference covers the full define surface.\n\n### Step 3: Frontend Integration\n\nAfter configuring backend resources, connect the frontend. Choose by\nplatform and feature:\n\n**Web** (React, Next.js, Vue, Angular, React Native):\n\n| Feature                   | Reference                                   |\n| ------------------------- | ------------------------------------------- |\n| Auth UI & flows           | [auth-web.md](references\u002Fauth-web.md)       |\n| Data CRUD & subscriptions | [data-web.md](references\u002Fdata-web.md)       |\n| Storage upload\u002Fdownload   | [storage-web.md](references\u002Fstorage-web.md) |\n\n**Mobile** (Flutter, Swift, Android):\n\n| Feature                   | Reference                                         |\n| ------------------------- | ------------------------------------------------- |\n| Auth UI & flows           | [auth-mobile.md](references\u002Fauth-mobile.md)       |\n| Data CRUD & subscriptions | [data-mobile.md](references\u002Fdata-mobile.md)       |\n| Storage upload\u002Fdownload   | [storage-mobile.md](references\u002Fstorage-mobile.md) |\n\n> **Note:** AI and Functions frontend patterns are included in\n> [ai.md](references\u002Fai.md) and\n> [functions-and-api.md](references\u002Ffunctions-and-api.md) respectively —\n> they are **not** split into separate web\u002Fmobile files.\n\n## Core Concepts\n\n### Amplify Gen2 Architecture\n\n- **Code-first:** All backend resources defined in TypeScript under `amplify\u002F`\n- **Main config:** `amplify\u002Fbackend.ts` imports and combines all resources via\n  `defineBackend()`\n- **Resource files:** `amplify\u002Fauth\u002Fresource.ts`, `amplify\u002Fdata\u002Fresource.ts`,\n  `amplify\u002Fstorage\u002Fresource.ts`, `amplify\u002Ffunctions\u002F\u003Cname>\u002Fresource.ts`\n- **Generated output:** `amplify_outputs.json` — consumed by frontend\n  `Amplify.configure()`. **Gitignored** — generated by `npx ampx sandbox`\n  (local dev) or `npx ampx pipeline-deploy` (CI\u002FCD), never committed.\n\n### Directory Structure\n\n```\nproject-root\u002F\n├── amplify\u002F\n│   ├── backend.ts            # defineBackend({ auth, data, ... })\n│   ├── auth\u002Fresource.ts      # defineAuth({ ... })\n│   ├── data\u002Fresource.ts      # defineData({ schema })\n│   ├── storage\u002Fresource.ts   # defineStorage({ ... })\n│   └── functions\u002F\n│       └── my-func\u002F\n│           ├── resource.ts   # defineFunction({ ... })\n│           └── handler.ts    # export const handler = ...\n├── src\u002F                      # Frontend code\n├── amplify_outputs.json      # Generated — DO NOT edit or commit (gitignored)\n└── package.json\n```\n\n### Key APIs\n\n| Package                    | Purpose                                                                        |\n| -------------------------- | ------------------------------------------------------------------------------ |\n| `@aws-amplify\u002Fbackend`     | `defineAuth`, `defineData`, `defineStorage`, `defineFunction`, `defineBackend` |\n| `aws-amplify`              | Frontend: `Amplify.configure()`, `generateClient()`, auth\u002Fdata\u002Fstorage APIs    |\n| `@aws-amplify\u002Fui-react`    | Pre-built UI: `\u003CAuthenticator>`, `\u003CStorageBrowser>`                            |\n| `@aws-amplify\u002Fui-react-ai` | AI UI: `\u003CAIConversation>`, `useAIConversation`                                 |\n\n## Documentation & Resource Verification\n\nWhen you need AWS documentation (advanced CDK constructs, service limits,\nprovider-specific auth config):\n\n1. **If AWS documentation tools are available (e.g., via AWS MCP)**, you **SHOULD**\n   use them to search and retrieve relevant documentation pages.\n2. **If AWS documentation tools are unavailable**, you **MUST** fall back to web\n   search or the `aws` CLI for resource verification.\n\n> **Why conditional:** Amplify Gen2 is code-first — the primary workflow is\n> editing TypeScript files and running `npx ampx` commands. AWS MCP tools\n> are useful for post-deployment verification but are **not** required.\n\n## Security Considerations\n\n- Use `secret()` for all credentials and API keys — never hardcode or use plain environment variables for sensitive values\n- Review `allow.guest()` exposure carefully — guest access is enabled by default and grants unauthenticated users access to IAM-authorized resources\n- Scope IAM policies to specific resource ARNs — avoid `resources: ['*']` in production\n- Never log secrets or include them in error messages\n- Enable CloudTrail and CloudWatch alarms for monitoring Amplify-deployed resources; enable access logging on S3, AppSync, and API Gateway\n- Configure security headers for web apps — set CSP, HSTS, X-Frame-Options, and X-Content-Type-Options via `customHeaders` in `amplify.yml`\n- Attach AWS WAF to public-facing AppSync APIs and API Gateway endpoints for defense in depth\n- Enable throttling and rate limiting on API Gateway and AppSync APIs to prevent abuse\n- Use IAM roles with ephemeral credentials for CI\u002FCD pipelines and Lambda execution roles — never long-lived access keys\n- Encrypt CloudWatch Logs groups with KMS (aws:kms) when they may contain PII, tokens, or secrets; enable log retention policies\n- Enable AppSync schema validation and API Gateway request validators to reject malformed input at the edge\n- Use ACM-managed TLS certificates for custom domains on Amplify Hosting — configure via `customDomain` in deployment config\n\n## Links\n\n> All documentation links use `react` as the default platform slug. Replace `\u002Freact\u002F` in any URL with your target framework:\n\n| Framework    | Slug           |\n| ------------ | -------------- |\n| React        | `react`        |\n| Next.js      | `nextjs`       |\n| Vue          | `vue`          |\n| Angular      | `angular`      |\n| React Native | `react-native` |\n| Flutter      | `flutter`      |\n| Swift        | `swift`        |\n| Android      | `android`      |\n\n- [Amplify Docs for LLMs](https:\u002F\u002Fdocs.amplify.aws\u002Fai\u002Fllms.txt)\n- [Amplify Docs](https:\u002F\u002Fdocs.amplify.aws\u002F)\n- [Gen2 Docs](https:\u002F\u002Fdocs.amplify.aws\u002Freact\u002F)\n- [Getting Started](https:\u002F\u002Fdocs.amplify.aws\u002Freact\u002Fstart\u002F)\n- [Quickstart](https:\u002F\u002Fdocs.amplify.aws\u002Freact\u002Fstart\u002Fquickstart\u002F)\n- [Account Setup](https:\u002F\u002Fdocs.amplify.aws\u002Freact\u002Fstart\u002Faccount-setup\u002F)\n- [How Amplify Works](https:\u002F\u002Fdocs.amplify.aws\u002Freact\u002Fhow-amplify-works\u002F)\n- [Core Concepts](https:\u002F\u002Fdocs.amplify.aws\u002Freact\u002Fhow-amplify-works\u002Fconcepts\u002F)\n- [Build a Backend](https:\u002F\u002Fdocs.amplify.aws\u002Freact\u002Fbuild-a-backend\u002F)\n- [Deploy and Host](https:\u002F\u002Fdocs.amplify.aws\u002Freact\u002Fdeploy-and-host\u002F)\n- [Troubleshooting](https:\u002F\u002Fdocs.amplify.aws\u002Freact\u002Fbuild-a-backend\u002Ftroubleshooting\u002F)\n- [CLI Commands](https:\u002F\u002Fdocs.amplify.aws\u002Freact\u002Freference\u002Fcli-commands\u002F)\n- [Amplify Outputs](https:\u002F\u002Fdocs.amplify.aws\u002Freact\u002Freference\u002Famplify_outputs\u002F)\n- [Project Structure](https:\u002F\u002Fdocs.amplify.aws\u002Freact\u002Freference\u002Fproject-structure\u002F)\n- [Amplify UI](https:\u002F\u002Fui.docs.amplify.aws\u002F)\n",{"data":46,"body":47},{"name":4,"description":6},{"type":48,"children":49},"root",[50,59,65,72,114,120,125,195,200,360,366,373,406,463,469,574,580,590,755,760,788,794,799,808,879,888,956,988,994,1000,1128,1134,1146,1152,1314,1320,1325,1367,1394,1400,1509,1515,1539,1695],{"type":51,"tag":52,"props":53,"children":55},"element","h1",{"id":54},"aws-amplify-gen2",[56],{"type":57,"value":58},"text","AWS Amplify Gen2",{"type":51,"tag":60,"props":61,"children":62},"p",{},[63],{"type":57,"value":64},"Build and deploy full-stack applications using AWS Amplify Gen2's TypeScript\ncode-first approach. This skill covers backend resource creation, frontend\nintegration across 8 frameworks, and deployment workflows.",{"type":51,"tag":66,"props":67,"children":69},"h2",{"id":68},"prerequisites",[70],{"type":57,"value":71},"Prerequisites",{"type":51,"tag":73,"props":74,"children":75},"ul",{},[76,82,96,109],{"type":51,"tag":77,"props":78,"children":79},"li",{},[80],{"type":57,"value":81},"Node.js ^18.19.0 || ^20.6.0 || >=22 and npm",{"type":51,"tag":77,"props":83,"children":84},{},[85,87,94],{"type":57,"value":86},"AWS credentials configured (",{"type":51,"tag":88,"props":89,"children":91},"code",{"className":90},[],[92],{"type":57,"value":93},"aws sts get-caller-identity",{"type":57,"value":95}," succeeds)",{"type":51,"tag":77,"props":97,"children":98},{},[99,101,107],{"type":57,"value":100},"For sandbox: ",{"type":51,"tag":88,"props":102,"children":104},{"className":103},[],[105],{"type":57,"value":106},"npx ampx --version",{"type":57,"value":108}," returns a valid version",{"type":51,"tag":77,"props":110,"children":111},{},[112],{"type":57,"value":113},"For mobile: Platform-specific tooling (Xcode, Android Studio, Flutter SDK)",{"type":51,"tag":66,"props":115,"children":117},{"id":116},"defaults-assumptions",[118],{"type":57,"value":119},"Defaults & Assumptions",{"type":51,"tag":60,"props":121,"children":122},{},[123],{"type":57,"value":124},"When the user does not specify a framework:",{"type":51,"tag":73,"props":126,"children":127},{},[128,153,169,185],{"type":51,"tag":77,"props":129,"children":130},{},[131,137,139,144,146,151],{"type":51,"tag":132,"props":133,"children":134},"strong",{},[135],{"type":57,"value":136},"Web:",{"type":57,"value":138}," You ",{"type":51,"tag":132,"props":140,"children":141},{},[142],{"type":57,"value":143},"SHOULD",{"type":57,"value":145}," default to ",{"type":51,"tag":132,"props":147,"children":148},{},[149],{"type":57,"value":150},"React",{"type":57,"value":152}," (Vite) and explain the choice.",{"type":51,"tag":77,"props":154,"children":155},{},[156,161,162,167],{"type":51,"tag":132,"props":157,"children":158},{},[159],{"type":57,"value":160},"Mobile:",{"type":57,"value":138},{"type":51,"tag":132,"props":163,"children":164},{},[165],{"type":57,"value":166},"MUST",{"type":57,"value":168}," ask which platform the user wants (Flutter,\nSwift, Android, or React Native). There is no universal mobile default.",{"type":51,"tag":77,"props":170,"children":171},{},[172,177,179,183],{"type":51,"tag":132,"props":173,"children":174},{},[175],{"type":57,"value":176},"Neither specified:",{"type":57,"value":178}," If the user says \"build an app\" without clarifying web\nvs. mobile, you ",{"type":51,"tag":132,"props":180,"children":181},{},[182],{"type":57,"value":166},{"type":57,"value":184}," ask before proceeding.",{"type":51,"tag":77,"props":186,"children":187},{},[188,193],{"type":51,"tag":132,"props":189,"children":190},{},[191],{"type":57,"value":192},"Backend only:",{"type":57,"value":194}," If only backend changes are requested and no frontend\nframework is mentioned, skip the frontend integration step entirely.",{"type":51,"tag":60,"props":196,"children":197},{},[198],{"type":57,"value":199},"When the user does not specify tooling or strategy:",{"type":51,"tag":73,"props":201,"children":202},{},[203,224,250,271,295,310],{"type":51,"tag":77,"props":204,"children":205},{},[206,211,212,216,217,222],{"type":51,"tag":132,"props":207,"children":208},{},[209],{"type":57,"value":210},"Package manager:",{"type":57,"value":138},{"type":51,"tag":132,"props":213,"children":214},{},[215],{"type":57,"value":143},{"type":57,"value":145},{"type":51,"tag":132,"props":218,"children":219},{},[220],{"type":57,"value":221},"npm",{"type":57,"value":223}," unless the user\nspecifies yarn or pnpm.",{"type":51,"tag":77,"props":225,"children":226},{},[227,232,233,237,238,242,244,248],{"type":51,"tag":132,"props":228,"children":229},{},[230],{"type":57,"value":231},"Language:",{"type":57,"value":138},{"type":51,"tag":132,"props":234,"children":235},{},[236],{"type":57,"value":143},{"type":57,"value":145},{"type":51,"tag":132,"props":239,"children":240},{},[241],{"type":57,"value":18},{"type":57,"value":243},". Gen2 backends are\nTypeScript-only; frontends ",{"type":51,"tag":132,"props":245,"children":246},{},[247],{"type":57,"value":143},{"type":57,"value":249}," follow the project's existing language.",{"type":51,"tag":77,"props":251,"children":252},{},[253,258,259,263,264,269],{"type":51,"tag":132,"props":254,"children":255},{},[256],{"type":57,"value":257},"Next.js:",{"type":57,"value":138},{"type":51,"tag":132,"props":260,"children":261},{},[262],{"type":57,"value":143},{"type":57,"value":145},{"type":51,"tag":132,"props":265,"children":266},{},[267],{"type":57,"value":268},"App Router",{"type":57,"value":270}," unless the user\nspecifies Pages Router.",{"type":51,"tag":77,"props":272,"children":273},{},[274,279,281,286,288,293],{"type":51,"tag":132,"props":275,"children":276},{},[277],{"type":57,"value":278},"React Native:",{"type":57,"value":280}," Ask the user whether they use ",{"type":51,"tag":132,"props":282,"children":283},{},[284],{"type":57,"value":285},"Expo",{"type":57,"value":287}," or ",{"type":51,"tag":132,"props":289,"children":290},{},[291],{"type":57,"value":292},"bare\nReact Native CLI",{"type":57,"value":294},".",{"type":51,"tag":77,"props":296,"children":297},{},[298,303,304,308],{"type":51,"tag":132,"props":299,"children":300},{},[301],{"type":57,"value":302},"Auth:",{"type":57,"value":138},{"type":51,"tag":132,"props":305,"children":306},{},[307],{"type":57,"value":166},{"type":57,"value":309}," ask which login method the user wants\n(email\u002Fpassword, social login, SAML, passwordless, etc.). Do not assume a default.",{"type":51,"tag":77,"props":311,"children":312},{},[313,318,319,328,330,336,338,343,345,351,353,359],{"type":51,"tag":132,"props":314,"children":315},{},[316],{"type":57,"value":317},"Data authorization:",{"type":57,"value":145},{"type":51,"tag":132,"props":320,"children":321},{},[322],{"type":51,"tag":88,"props":323,"children":325},{"className":324},[],[326],{"type":57,"value":327},"publicApiKey",{"type":57,"value":329},"\n(",{"type":51,"tag":88,"props":331,"children":333},{"className":332},[],[334],{"type":57,"value":335},"allow.publicApiKey()",{"type":57,"value":337},") — this is the starter template default. When\nauth is added, switch to ",{"type":51,"tag":132,"props":339,"children":340},{},[341],{"type":57,"value":342},"owner-based",{"type":57,"value":344}," (",{"type":51,"tag":88,"props":346,"children":348},{"className":347},[],[349],{"type":57,"value":350},"allow.owner()",{"type":57,"value":352},") with\n",{"type":51,"tag":88,"props":354,"children":356},{"className":355},[],[357],{"type":57,"value":358},"defaultAuthorizationMode: 'userPool'",{"type":57,"value":294},{"type":51,"tag":66,"props":361,"children":363},{"id":362},"quick-start-route-to-the-right-reference",[364],{"type":57,"value":365},"Quick Start — Route to the Right Reference",{"type":51,"tag":367,"props":368,"children":370},"h3",{"id":369},"step-0-read-core-reference-always",[371],{"type":57,"value":372},"Step 0: Read Core Reference (ALWAYS)",{"type":51,"tag":60,"props":374,"children":375},{},[376,378,382,384,389,391,397,399,404],{"type":57,"value":377},"You ",{"type":51,"tag":132,"props":379,"children":380},{},[381],{"type":57,"value":166},{"type":57,"value":383}," read the core reference for your target platform ",{"type":51,"tag":132,"props":385,"children":386},{},[387],{"type":57,"value":388},"before\nreading any other reference file",{"type":57,"value":390},". These contain Gen2 detection,\n",{"type":51,"tag":88,"props":392,"children":394},{"className":393},[],[395],{"type":57,"value":396},"Amplify.configure()",{"type":57,"value":398}," placement per framework, sandbox commands, required\npackages, and directory structure rules — patterns needed for ",{"type":51,"tag":132,"props":400,"children":401},{},[402],{"type":57,"value":403},"all",{"type":57,"value":405}," tasks,\nnot just new projects.",{"type":51,"tag":73,"props":407,"children":408},{},[409,432,453],{"type":51,"tag":77,"props":410,"children":411},{},[412,417,419,423,425],{"type":51,"tag":132,"props":413,"children":414},{},[415],{"type":57,"value":416},"Web",{"type":57,"value":418}," (React, Next.js, Vue, Angular, React Native): You ",{"type":51,"tag":132,"props":420,"children":421},{},[422],{"type":57,"value":166},{"type":57,"value":424}," read\n",{"type":51,"tag":426,"props":427,"children":429},"a",{"href":428},"references\u002Fcore-web.md",[430],{"type":57,"value":431},"core-web.md",{"type":51,"tag":77,"props":433,"children":434},{},[435,440,442,446,447],{"type":51,"tag":132,"props":436,"children":437},{},[438],{"type":57,"value":439},"Mobile",{"type":57,"value":441}," (Flutter, Swift, Android): You ",{"type":51,"tag":132,"props":443,"children":444},{},[445],{"type":57,"value":166},{"type":57,"value":424},{"type":51,"tag":426,"props":448,"children":450},{"href":449},"references\u002Fcore-mobile.md",[451],{"type":57,"value":452},"core-mobile.md",{"type":51,"tag":77,"props":454,"children":455},{},[456,461],{"type":51,"tag":132,"props":457,"children":458},{},[459],{"type":57,"value":460},"Backend only",{"type":57,"value":462}," (no frontend work): Skip to Step 1.",{"type":51,"tag":367,"props":464,"children":466},{"id":465},"step-1-identify-the-task-type",[467],{"type":57,"value":468},"Step 1: Identify the Task Type",{"type":51,"tag":470,"props":471,"children":472},"table",{},[473,492],{"type":51,"tag":474,"props":475,"children":476},"thead",{},[477],{"type":51,"tag":478,"props":479,"children":480},"tr",{},[481,487],{"type":51,"tag":482,"props":483,"children":484},"th",{},[485],{"type":57,"value":486},"Task",{"type":51,"tag":482,"props":488,"children":489},{},[490],{"type":57,"value":491},"Go To",{"type":51,"tag":493,"props":494,"children":495},"tbody",{},[496,521,537,553],{"type":51,"tag":478,"props":497,"children":498},{},[499,508],{"type":51,"tag":500,"props":501,"children":502},"td",{},[503],{"type":51,"tag":132,"props":504,"children":505},{},[506],{"type":57,"value":507},"Create a new project",{"type":51,"tag":500,"props":509,"children":510},{},[511,513,519],{"type":57,"value":512},"→ ",{"type":51,"tag":426,"props":514,"children":516},{"href":515},"references\u002Fscaffolding.md",[517],{"type":57,"value":518},"scaffolding.md",{"type":57,"value":520},", then Step 2 and\u002For Step 3",{"type":51,"tag":478,"props":522,"children":523},{},[524,532],{"type":51,"tag":500,"props":525,"children":526},{},[527],{"type":51,"tag":132,"props":528,"children":529},{},[530],{"type":57,"value":531},"Add or modify a backend feature",{"type":51,"tag":500,"props":533,"children":534},{},[535],{"type":57,"value":536},"→ Step 2 (Backend Features)",{"type":51,"tag":478,"props":538,"children":539},{},[540,548],{"type":51,"tag":500,"props":541,"children":542},{},[543],{"type":51,"tag":132,"props":544,"children":545},{},[546],{"type":57,"value":547},"Connect frontend to existing backend",{"type":51,"tag":500,"props":549,"children":550},{},[551],{"type":57,"value":552},"→ Step 3 (Frontend Integration)",{"type":51,"tag":478,"props":554,"children":555},{},[556,564],{"type":51,"tag":500,"props":557,"children":558},{},[559],{"type":51,"tag":132,"props":560,"children":561},{},[562],{"type":57,"value":563},"Deploy the application",{"type":51,"tag":500,"props":565,"children":566},{},[567,568],{"type":57,"value":512},{"type":51,"tag":426,"props":569,"children":571},{"href":570},"references\u002Fdeployment.md",[572],{"type":57,"value":573},"deployment.md",{"type":51,"tag":367,"props":575,"children":577},{"id":576},"step-2-backend-features",[578],{"type":57,"value":579},"Step 2: Backend Features",{"type":51,"tag":60,"props":581,"children":582},{},[583,584,588],{"type":57,"value":377},{"type":51,"tag":132,"props":585,"children":586},{},[587],{"type":57,"value":166},{"type":57,"value":589}," read the corresponding reference for each backend feature:",{"type":51,"tag":470,"props":591,"children":592},{},[593,614],{"type":51,"tag":474,"props":594,"children":595},{},[596],{"type":51,"tag":478,"props":597,"children":598},{},[599,604,609],{"type":51,"tag":482,"props":600,"children":601},{},[602],{"type":57,"value":603},"Feature",{"type":51,"tag":482,"props":605,"children":606},{},[607],{"type":57,"value":608},"Reference",{"type":51,"tag":482,"props":610,"children":611},{},[612],{"type":57,"value":613},"When to Use",{"type":51,"tag":493,"props":615,"children":616},{},[617,639,661,683,705,733],{"type":51,"tag":478,"props":618,"children":619},{},[620,625,634],{"type":51,"tag":500,"props":621,"children":622},{},[623],{"type":57,"value":624},"Authentication",{"type":51,"tag":500,"props":626,"children":627},{},[628],{"type":51,"tag":426,"props":629,"children":631},{"href":630},"references\u002Fauth-backend.md",[632],{"type":57,"value":633},"auth-backend.md",{"type":51,"tag":500,"props":635,"children":636},{},[637],{"type":57,"value":638},"Email\u002Fpassword, social login, MFA, SAML\u002FOIDC",{"type":51,"tag":478,"props":640,"children":641},{},[642,647,656],{"type":51,"tag":500,"props":643,"children":644},{},[645],{"type":57,"value":646},"Data Models",{"type":51,"tag":500,"props":648,"children":649},{},[650],{"type":51,"tag":426,"props":651,"children":653},{"href":652},"references\u002Fdata-backend.md",[654],{"type":57,"value":655},"data-backend.md",{"type":51,"tag":500,"props":657,"children":658},{},[659],{"type":57,"value":660},"GraphQL schema, DynamoDB, relationships, auth rules",{"type":51,"tag":478,"props":662,"children":663},{},[664,669,678],{"type":51,"tag":500,"props":665,"children":666},{},[667],{"type":57,"value":668},"File Storage",{"type":51,"tag":500,"props":670,"children":671},{},[672],{"type":51,"tag":426,"props":673,"children":675},{"href":674},"references\u002Fstorage-backend.md",[676],{"type":57,"value":677},"storage-backend.md",{"type":51,"tag":500,"props":679,"children":680},{},[681],{"type":57,"value":682},"S3 uploads\u002Fdownloads, access rules",{"type":51,"tag":478,"props":684,"children":685},{},[686,691,700],{"type":51,"tag":500,"props":687,"children":688},{},[689],{"type":57,"value":690},"Functions & API",{"type":51,"tag":500,"props":692,"children":693},{},[694],{"type":51,"tag":426,"props":695,"children":697},{"href":696},"references\u002Ffunctions-and-api.md",[698],{"type":57,"value":699},"functions-and-api.md",{"type":51,"tag":500,"props":701,"children":702},{},[703],{"type":57,"value":704},"Lambda, custom resolvers, REST\u002FHTTP APIs, calling from client",{"type":51,"tag":478,"props":706,"children":707},{},[708,713,722],{"type":51,"tag":500,"props":709,"children":710},{},[711],{"type":57,"value":712},"AI Features",{"type":51,"tag":500,"props":714,"children":715},{},[716],{"type":51,"tag":426,"props":717,"children":719},{"href":718},"references\u002Fai.md",[720],{"type":57,"value":721},"ai.md",{"type":51,"tag":500,"props":723,"children":724},{},[725,727],{"type":57,"value":726},"Conversation, generation, AI tools via Bedrock ",{"type":51,"tag":728,"props":729,"children":730},"em",{},[731],{"type":57,"value":732},"(backend config + React\u002FNext.js frontend)",{"type":51,"tag":478,"props":734,"children":735},{},[736,741,750],{"type":51,"tag":500,"props":737,"children":738},{},[739],{"type":57,"value":740},"Geo, PubSub, CDK",{"type":51,"tag":500,"props":742,"children":743},{},[744],{"type":51,"tag":426,"props":745,"children":747},{"href":746},"references\u002Fadvanced-features.md",[748],{"type":57,"value":749},"advanced-features.md",{"type":51,"tag":500,"props":751,"children":752},{},[753],{"type":57,"value":754},"Backend-only: custom CDK stacks, overrides, custom outputs. Backend + frontend: Geo, PubSub, Face Liveness",{"type":51,"tag":60,"props":756,"children":757},{},[758],{"type":57,"value":759},"Each backend feature file is self-contained. Load only what you need.",{"type":51,"tag":761,"props":762,"children":763},"blockquote",{},[764],{"type":51,"tag":60,"props":765,"children":766},{},[767,772,774,779,781,786],{"type":51,"tag":132,"props":768,"children":769},{},[770],{"type":57,"value":771},"Routing note:",{"type":57,"value":773}," These files apply for both ",{"type":51,"tag":132,"props":775,"children":776},{},[777],{"type":57,"value":778},"adding",{"type":57,"value":780}," and ",{"type":51,"tag":132,"props":782,"children":783},{},[784],{"type":57,"value":785},"modifying",{"type":57,"value":787},"\nfeatures. Route to the same file whether the user says \"add auth\" or\n\"change auth config\" — each reference covers the full define surface.",{"type":51,"tag":367,"props":789,"children":791},{"id":790},"step-3-frontend-integration",[792],{"type":57,"value":793},"Step 3: Frontend Integration",{"type":51,"tag":60,"props":795,"children":796},{},[797],{"type":57,"value":798},"After configuring backend resources, connect the frontend. Choose by\nplatform and feature:",{"type":51,"tag":60,"props":800,"children":801},{},[802,806],{"type":51,"tag":132,"props":803,"children":804},{},[805],{"type":57,"value":416},{"type":57,"value":807}," (React, Next.js, Vue, Angular, React Native):",{"type":51,"tag":470,"props":809,"children":810},{},[811,825],{"type":51,"tag":474,"props":812,"children":813},{},[814],{"type":51,"tag":478,"props":815,"children":816},{},[817,821],{"type":51,"tag":482,"props":818,"children":819},{},[820],{"type":57,"value":603},{"type":51,"tag":482,"props":822,"children":823},{},[824],{"type":57,"value":608},{"type":51,"tag":493,"props":826,"children":827},{},[828,845,862],{"type":51,"tag":478,"props":829,"children":830},{},[831,836],{"type":51,"tag":500,"props":832,"children":833},{},[834],{"type":57,"value":835},"Auth UI & flows",{"type":51,"tag":500,"props":837,"children":838},{},[839],{"type":51,"tag":426,"props":840,"children":842},{"href":841},"references\u002Fauth-web.md",[843],{"type":57,"value":844},"auth-web.md",{"type":51,"tag":478,"props":846,"children":847},{},[848,853],{"type":51,"tag":500,"props":849,"children":850},{},[851],{"type":57,"value":852},"Data CRUD & subscriptions",{"type":51,"tag":500,"props":854,"children":855},{},[856],{"type":51,"tag":426,"props":857,"children":859},{"href":858},"references\u002Fdata-web.md",[860],{"type":57,"value":861},"data-web.md",{"type":51,"tag":478,"props":863,"children":864},{},[865,870],{"type":51,"tag":500,"props":866,"children":867},{},[868],{"type":57,"value":869},"Storage upload\u002Fdownload",{"type":51,"tag":500,"props":871,"children":872},{},[873],{"type":51,"tag":426,"props":874,"children":876},{"href":875},"references\u002Fstorage-web.md",[877],{"type":57,"value":878},"storage-web.md",{"type":51,"tag":60,"props":880,"children":881},{},[882,886],{"type":51,"tag":132,"props":883,"children":884},{},[885],{"type":57,"value":439},{"type":57,"value":887}," (Flutter, Swift, Android):",{"type":51,"tag":470,"props":889,"children":890},{},[891,905],{"type":51,"tag":474,"props":892,"children":893},{},[894],{"type":51,"tag":478,"props":895,"children":896},{},[897,901],{"type":51,"tag":482,"props":898,"children":899},{},[900],{"type":57,"value":603},{"type":51,"tag":482,"props":902,"children":903},{},[904],{"type":57,"value":608},{"type":51,"tag":493,"props":906,"children":907},{},[908,924,940],{"type":51,"tag":478,"props":909,"children":910},{},[911,915],{"type":51,"tag":500,"props":912,"children":913},{},[914],{"type":57,"value":835},{"type":51,"tag":500,"props":916,"children":917},{},[918],{"type":51,"tag":426,"props":919,"children":921},{"href":920},"references\u002Fauth-mobile.md",[922],{"type":57,"value":923},"auth-mobile.md",{"type":51,"tag":478,"props":925,"children":926},{},[927,931],{"type":51,"tag":500,"props":928,"children":929},{},[930],{"type":57,"value":852},{"type":51,"tag":500,"props":932,"children":933},{},[934],{"type":51,"tag":426,"props":935,"children":937},{"href":936},"references\u002Fdata-mobile.md",[938],{"type":57,"value":939},"data-mobile.md",{"type":51,"tag":478,"props":941,"children":942},{},[943,947],{"type":51,"tag":500,"props":944,"children":945},{},[946],{"type":57,"value":869},{"type":51,"tag":500,"props":948,"children":949},{},[950],{"type":51,"tag":426,"props":951,"children":953},{"href":952},"references\u002Fstorage-mobile.md",[954],{"type":57,"value":955},"storage-mobile.md",{"type":51,"tag":761,"props":957,"children":958},{},[959],{"type":51,"tag":60,"props":960,"children":961},{},[962,967,969,973,975,979,981,986],{"type":51,"tag":132,"props":963,"children":964},{},[965],{"type":57,"value":966},"Note:",{"type":57,"value":968}," AI and Functions frontend patterns are included in\n",{"type":51,"tag":426,"props":970,"children":971},{"href":718},[972],{"type":57,"value":721},{"type":57,"value":974}," and\n",{"type":51,"tag":426,"props":976,"children":977},{"href":696},[978],{"type":57,"value":699},{"type":57,"value":980}," respectively —\nthey are ",{"type":51,"tag":132,"props":982,"children":983},{},[984],{"type":57,"value":985},"not",{"type":57,"value":987}," split into separate web\u002Fmobile files.",{"type":51,"tag":66,"props":989,"children":991},{"id":990},"core-concepts",[992],{"type":57,"value":993},"Core Concepts",{"type":51,"tag":367,"props":995,"children":997},{"id":996},"amplify-gen2-architecture",[998],{"type":57,"value":999},"Amplify Gen2 Architecture",{"type":51,"tag":73,"props":1001,"children":1002},{},[1003,1019,1043,1081],{"type":51,"tag":77,"props":1004,"children":1005},{},[1006,1011,1013],{"type":51,"tag":132,"props":1007,"children":1008},{},[1009],{"type":57,"value":1010},"Code-first:",{"type":57,"value":1012}," All backend resources defined in TypeScript under ",{"type":51,"tag":88,"props":1014,"children":1016},{"className":1015},[],[1017],{"type":57,"value":1018},"amplify\u002F",{"type":51,"tag":77,"props":1020,"children":1021},{},[1022,1027,1029,1035,1037],{"type":51,"tag":132,"props":1023,"children":1024},{},[1025],{"type":57,"value":1026},"Main config:",{"type":57,"value":1028}," ",{"type":51,"tag":88,"props":1030,"children":1032},{"className":1031},[],[1033],{"type":57,"value":1034},"amplify\u002Fbackend.ts",{"type":57,"value":1036}," imports and combines all resources via\n",{"type":51,"tag":88,"props":1038,"children":1040},{"className":1039},[],[1041],{"type":57,"value":1042},"defineBackend()",{"type":51,"tag":77,"props":1044,"children":1045},{},[1046,1051,1052,1058,1060,1066,1068,1074,1075],{"type":51,"tag":132,"props":1047,"children":1048},{},[1049],{"type":57,"value":1050},"Resource files:",{"type":57,"value":1028},{"type":51,"tag":88,"props":1053,"children":1055},{"className":1054},[],[1056],{"type":57,"value":1057},"amplify\u002Fauth\u002Fresource.ts",{"type":57,"value":1059},", ",{"type":51,"tag":88,"props":1061,"children":1063},{"className":1062},[],[1064],{"type":57,"value":1065},"amplify\u002Fdata\u002Fresource.ts",{"type":57,"value":1067},",\n",{"type":51,"tag":88,"props":1069,"children":1071},{"className":1070},[],[1072],{"type":57,"value":1073},"amplify\u002Fstorage\u002Fresource.ts",{"type":57,"value":1059},{"type":51,"tag":88,"props":1076,"children":1078},{"className":1077},[],[1079],{"type":57,"value":1080},"amplify\u002Ffunctions\u002F\u003Cname>\u002Fresource.ts",{"type":51,"tag":77,"props":1082,"children":1083},{},[1084,1089,1090,1096,1098,1103,1105,1110,1112,1118,1120,1126],{"type":51,"tag":132,"props":1085,"children":1086},{},[1087],{"type":57,"value":1088},"Generated output:",{"type":57,"value":1028},{"type":51,"tag":88,"props":1091,"children":1093},{"className":1092},[],[1094],{"type":57,"value":1095},"amplify_outputs.json",{"type":57,"value":1097}," — consumed by frontend\n",{"type":51,"tag":88,"props":1099,"children":1101},{"className":1100},[],[1102],{"type":57,"value":396},{"type":57,"value":1104},". ",{"type":51,"tag":132,"props":1106,"children":1107},{},[1108],{"type":57,"value":1109},"Gitignored",{"type":57,"value":1111}," — generated by ",{"type":51,"tag":88,"props":1113,"children":1115},{"className":1114},[],[1116],{"type":57,"value":1117},"npx ampx sandbox",{"type":57,"value":1119},"\n(local dev) or ",{"type":51,"tag":88,"props":1121,"children":1123},{"className":1122},[],[1124],{"type":57,"value":1125},"npx ampx pipeline-deploy",{"type":57,"value":1127}," (CI\u002FCD), never committed.",{"type":51,"tag":367,"props":1129,"children":1131},{"id":1130},"directory-structure",[1132],{"type":57,"value":1133},"Directory Structure",{"type":51,"tag":1135,"props":1136,"children":1140},"pre",{"className":1137,"code":1139,"language":57},[1138],"language-text","project-root\u002F\n├── amplify\u002F\n│   ├── backend.ts            # defineBackend({ auth, data, ... })\n│   ├── auth\u002Fresource.ts      # defineAuth({ ... })\n│   ├── data\u002Fresource.ts      # defineData({ schema })\n│   ├── storage\u002Fresource.ts   # defineStorage({ ... })\n│   └── functions\u002F\n│       └── my-func\u002F\n│           ├── resource.ts   # defineFunction({ ... })\n│           └── handler.ts    # export const handler = ...\n├── src\u002F                      # Frontend code\n├── amplify_outputs.json      # Generated — DO NOT edit or commit (gitignored)\n└── package.json\n",[1141],{"type":51,"tag":88,"props":1142,"children":1144},{"__ignoreMap":1143},"",[1145],{"type":57,"value":1139},{"type":51,"tag":367,"props":1147,"children":1149},{"id":1148},"key-apis",[1150],{"type":57,"value":1151},"Key APIs",{"type":51,"tag":470,"props":1153,"children":1154},{},[1155,1171],{"type":51,"tag":474,"props":1156,"children":1157},{},[1158],{"type":51,"tag":478,"props":1159,"children":1160},{},[1161,1166],{"type":51,"tag":482,"props":1162,"children":1163},{},[1164],{"type":57,"value":1165},"Package",{"type":51,"tag":482,"props":1167,"children":1168},{},[1169],{"type":57,"value":1170},"Purpose",{"type":51,"tag":493,"props":1172,"children":1173},{},[1174,1223,1254,1284],{"type":51,"tag":478,"props":1175,"children":1176},{},[1177,1186],{"type":51,"tag":500,"props":1178,"children":1179},{},[1180],{"type":51,"tag":88,"props":1181,"children":1183},{"className":1182},[],[1184],{"type":57,"value":1185},"@aws-amplify\u002Fbackend",{"type":51,"tag":500,"props":1187,"children":1188},{},[1189,1195,1196,1202,1203,1209,1210,1216,1217],{"type":51,"tag":88,"props":1190,"children":1192},{"className":1191},[],[1193],{"type":57,"value":1194},"defineAuth",{"type":57,"value":1059},{"type":51,"tag":88,"props":1197,"children":1199},{"className":1198},[],[1200],{"type":57,"value":1201},"defineData",{"type":57,"value":1059},{"type":51,"tag":88,"props":1204,"children":1206},{"className":1205},[],[1207],{"type":57,"value":1208},"defineStorage",{"type":57,"value":1059},{"type":51,"tag":88,"props":1211,"children":1213},{"className":1212},[],[1214],{"type":57,"value":1215},"defineFunction",{"type":57,"value":1059},{"type":51,"tag":88,"props":1218,"children":1220},{"className":1219},[],[1221],{"type":57,"value":1222},"defineBackend",{"type":51,"tag":478,"props":1224,"children":1225},{},[1226,1235],{"type":51,"tag":500,"props":1227,"children":1228},{},[1229],{"type":51,"tag":88,"props":1230,"children":1232},{"className":1231},[],[1233],{"type":57,"value":1234},"aws-amplify",{"type":51,"tag":500,"props":1236,"children":1237},{},[1238,1240,1245,1246,1252],{"type":57,"value":1239},"Frontend: ",{"type":51,"tag":88,"props":1241,"children":1243},{"className":1242},[],[1244],{"type":57,"value":396},{"type":57,"value":1059},{"type":51,"tag":88,"props":1247,"children":1249},{"className":1248},[],[1250],{"type":57,"value":1251},"generateClient()",{"type":57,"value":1253},", auth\u002Fdata\u002Fstorage APIs",{"type":51,"tag":478,"props":1255,"children":1256},{},[1257,1266],{"type":51,"tag":500,"props":1258,"children":1259},{},[1260],{"type":51,"tag":88,"props":1261,"children":1263},{"className":1262},[],[1264],{"type":57,"value":1265},"@aws-amplify\u002Fui-react",{"type":51,"tag":500,"props":1267,"children":1268},{},[1269,1271,1277,1278],{"type":57,"value":1270},"Pre-built UI: ",{"type":51,"tag":88,"props":1272,"children":1274},{"className":1273},[],[1275],{"type":57,"value":1276},"\u003CAuthenticator>",{"type":57,"value":1059},{"type":51,"tag":88,"props":1279,"children":1281},{"className":1280},[],[1282],{"type":57,"value":1283},"\u003CStorageBrowser>",{"type":51,"tag":478,"props":1285,"children":1286},{},[1287,1296],{"type":51,"tag":500,"props":1288,"children":1289},{},[1290],{"type":51,"tag":88,"props":1291,"children":1293},{"className":1292},[],[1294],{"type":57,"value":1295},"@aws-amplify\u002Fui-react-ai",{"type":51,"tag":500,"props":1297,"children":1298},{},[1299,1301,1307,1308],{"type":57,"value":1300},"AI UI: ",{"type":51,"tag":88,"props":1302,"children":1304},{"className":1303},[],[1305],{"type":57,"value":1306},"\u003CAIConversation>",{"type":57,"value":1059},{"type":51,"tag":88,"props":1309,"children":1311},{"className":1310},[],[1312],{"type":57,"value":1313},"useAIConversation",{"type":51,"tag":66,"props":1315,"children":1317},{"id":1316},"documentation-resource-verification",[1318],{"type":57,"value":1319},"Documentation & Resource Verification",{"type":51,"tag":60,"props":1321,"children":1322},{},[1323],{"type":57,"value":1324},"When you need AWS documentation (advanced CDK constructs, service limits,\nprovider-specific auth config):",{"type":51,"tag":1326,"props":1327,"children":1328},"ol",{},[1329,1345],{"type":51,"tag":77,"props":1330,"children":1331},{},[1332,1337,1339,1343],{"type":51,"tag":132,"props":1333,"children":1334},{},[1335],{"type":57,"value":1336},"If AWS documentation tools are available (e.g., via AWS MCP)",{"type":57,"value":1338},", you ",{"type":51,"tag":132,"props":1340,"children":1341},{},[1342],{"type":57,"value":143},{"type":57,"value":1344},"\nuse them to search and retrieve relevant documentation pages.",{"type":51,"tag":77,"props":1346,"children":1347},{},[1348,1353,1354,1358,1360,1365],{"type":51,"tag":132,"props":1349,"children":1350},{},[1351],{"type":57,"value":1352},"If AWS documentation tools are unavailable",{"type":57,"value":1338},{"type":51,"tag":132,"props":1355,"children":1356},{},[1357],{"type":57,"value":166},{"type":57,"value":1359}," fall back to web\nsearch or the ",{"type":51,"tag":88,"props":1361,"children":1363},{"className":1362},[],[1364],{"type":57,"value":28},{"type":57,"value":1366}," CLI for resource verification.",{"type":51,"tag":761,"props":1368,"children":1369},{},[1370],{"type":51,"tag":60,"props":1371,"children":1372},{},[1373,1378,1380,1386,1388,1392],{"type":51,"tag":132,"props":1374,"children":1375},{},[1376],{"type":57,"value":1377},"Why conditional:",{"type":57,"value":1379}," Amplify Gen2 is code-first — the primary workflow is\nediting TypeScript files and running ",{"type":51,"tag":88,"props":1381,"children":1383},{"className":1382},[],[1384],{"type":57,"value":1385},"npx ampx",{"type":57,"value":1387}," commands. AWS MCP tools\nare useful for post-deployment verification but are ",{"type":51,"tag":132,"props":1389,"children":1390},{},[1391],{"type":57,"value":985},{"type":57,"value":1393}," required.",{"type":51,"tag":66,"props":1395,"children":1397},{"id":1396},"security-considerations",[1398],{"type":57,"value":1399},"Security Considerations",{"type":51,"tag":73,"props":1401,"children":1402},{},[1403,1416,1429,1442,1447,1452,1471,1476,1481,1486,1491,1496],{"type":51,"tag":77,"props":1404,"children":1405},{},[1406,1408,1414],{"type":57,"value":1407},"Use ",{"type":51,"tag":88,"props":1409,"children":1411},{"className":1410},[],[1412],{"type":57,"value":1413},"secret()",{"type":57,"value":1415}," for all credentials and API keys — never hardcode or use plain environment variables for sensitive values",{"type":51,"tag":77,"props":1417,"children":1418},{},[1419,1421,1427],{"type":57,"value":1420},"Review ",{"type":51,"tag":88,"props":1422,"children":1424},{"className":1423},[],[1425],{"type":57,"value":1426},"allow.guest()",{"type":57,"value":1428}," exposure carefully — guest access is enabled by default and grants unauthenticated users access to IAM-authorized resources",{"type":51,"tag":77,"props":1430,"children":1431},{},[1432,1434,1440],{"type":57,"value":1433},"Scope IAM policies to specific resource ARNs — avoid ",{"type":51,"tag":88,"props":1435,"children":1437},{"className":1436},[],[1438],{"type":57,"value":1439},"resources: ['*']",{"type":57,"value":1441}," in production",{"type":51,"tag":77,"props":1443,"children":1444},{},[1445],{"type":57,"value":1446},"Never log secrets or include them in error messages",{"type":51,"tag":77,"props":1448,"children":1449},{},[1450],{"type":57,"value":1451},"Enable CloudTrail and CloudWatch alarms for monitoring Amplify-deployed resources; enable access logging on S3, AppSync, and API Gateway",{"type":51,"tag":77,"props":1453,"children":1454},{},[1455,1457,1463,1465],{"type":57,"value":1456},"Configure security headers for web apps — set CSP, HSTS, X-Frame-Options, and X-Content-Type-Options via ",{"type":51,"tag":88,"props":1458,"children":1460},{"className":1459},[],[1461],{"type":57,"value":1462},"customHeaders",{"type":57,"value":1464}," in ",{"type":51,"tag":88,"props":1466,"children":1468},{"className":1467},[],[1469],{"type":57,"value":1470},"amplify.yml",{"type":51,"tag":77,"props":1472,"children":1473},{},[1474],{"type":57,"value":1475},"Attach AWS WAF to public-facing AppSync APIs and API Gateway endpoints for defense in depth",{"type":51,"tag":77,"props":1477,"children":1478},{},[1479],{"type":57,"value":1480},"Enable throttling and rate limiting on API Gateway and AppSync APIs to prevent abuse",{"type":51,"tag":77,"props":1482,"children":1483},{},[1484],{"type":57,"value":1485},"Use IAM roles with ephemeral credentials for CI\u002FCD pipelines and Lambda execution roles — never long-lived access keys",{"type":51,"tag":77,"props":1487,"children":1488},{},[1489],{"type":57,"value":1490},"Encrypt CloudWatch Logs groups with KMS (aws:kms) when they may contain PII, tokens, or secrets; enable log retention policies",{"type":51,"tag":77,"props":1492,"children":1493},{},[1494],{"type":57,"value":1495},"Enable AppSync schema validation and API Gateway request validators to reject malformed input at the edge",{"type":51,"tag":77,"props":1497,"children":1498},{},[1499,1501,1507],{"type":57,"value":1500},"Use ACM-managed TLS certificates for custom domains on Amplify Hosting — configure via ",{"type":51,"tag":88,"props":1502,"children":1504},{"className":1503},[],[1505],{"type":57,"value":1506},"customDomain",{"type":57,"value":1508}," in deployment config",{"type":51,"tag":66,"props":1510,"children":1512},{"id":1511},"links",[1513],{"type":57,"value":1514},"Links",{"type":51,"tag":761,"props":1516,"children":1517},{},[1518],{"type":51,"tag":60,"props":1519,"children":1520},{},[1521,1523,1529,1531,1537],{"type":57,"value":1522},"All documentation links use ",{"type":51,"tag":88,"props":1524,"children":1526},{"className":1525},[],[1527],{"type":57,"value":1528},"react",{"type":57,"value":1530}," as the default platform slug. Replace ",{"type":51,"tag":88,"props":1532,"children":1534},{"className":1533},[],[1535],{"type":57,"value":1536},"\u002Freact\u002F",{"type":57,"value":1538}," in any URL with your target framework:",{"type":51,"tag":470,"props":1540,"children":1541},{},[1542,1558],{"type":51,"tag":474,"props":1543,"children":1544},{},[1545],{"type":51,"tag":478,"props":1546,"children":1547},{},[1548,1553],{"type":51,"tag":482,"props":1549,"children":1550},{},[1551],{"type":57,"value":1552},"Framework",{"type":51,"tag":482,"props":1554,"children":1555},{},[1556],{"type":57,"value":1557},"Slug",{"type":51,"tag":493,"props":1559,"children":1560},{},[1561,1576,1593,1610,1627,1644,1661,1678],{"type":51,"tag":478,"props":1562,"children":1563},{},[1564,1568],{"type":51,"tag":500,"props":1565,"children":1566},{},[1567],{"type":57,"value":150},{"type":51,"tag":500,"props":1569,"children":1570},{},[1571],{"type":51,"tag":88,"props":1572,"children":1574},{"className":1573},[],[1575],{"type":57,"value":1528},{"type":51,"tag":478,"props":1577,"children":1578},{},[1579,1584],{"type":51,"tag":500,"props":1580,"children":1581},{},[1582],{"type":57,"value":1583},"Next.js",{"type":51,"tag":500,"props":1585,"children":1586},{},[1587],{"type":51,"tag":88,"props":1588,"children":1590},{"className":1589},[],[1591],{"type":57,"value":1592},"nextjs",{"type":51,"tag":478,"props":1594,"children":1595},{},[1596,1601],{"type":51,"tag":500,"props":1597,"children":1598},{},[1599],{"type":57,"value":1600},"Vue",{"type":51,"tag":500,"props":1602,"children":1603},{},[1604],{"type":51,"tag":88,"props":1605,"children":1607},{"className":1606},[],[1608],{"type":57,"value":1609},"vue",{"type":51,"tag":478,"props":1611,"children":1612},{},[1613,1618],{"type":51,"tag":500,"props":1614,"children":1615},{},[1616],{"type":57,"value":1617},"Angular",{"type":51,"tag":500,"props":1619,"children":1620},{},[1621],{"type":51,"tag":88,"props":1622,"children":1624},{"className":1623},[],[1625],{"type":57,"value":1626},"angular",{"type":51,"tag":478,"props":1628,"children":1629},{},[1630,1635],{"type":51,"tag":500,"props":1631,"children":1632},{},[1633],{"type":57,"value":1634},"React Native",{"type":51,"tag":500,"props":1636,"children":1637},{},[1638],{"type":51,"tag":88,"props":1639,"children":1641},{"className":1640},[],[1642],{"type":57,"value":1643},"react-native",{"type":51,"tag":478,"props":1645,"children":1646},{},[1647,1652],{"type":51,"tag":500,"props":1648,"children":1649},{},[1650],{"type":57,"value":1651},"Flutter",{"type":51,"tag":500,"props":1653,"children":1654},{},[1655],{"type":51,"tag":88,"props":1656,"children":1658},{"className":1657},[],[1659],{"type":57,"value":1660},"flutter",{"type":51,"tag":478,"props":1662,"children":1663},{},[1664,1669],{"type":51,"tag":500,"props":1665,"children":1666},{},[1667],{"type":57,"value":1668},"Swift",{"type":51,"tag":500,"props":1670,"children":1671},{},[1672],{"type":51,"tag":88,"props":1673,"children":1675},{"className":1674},[],[1676],{"type":57,"value":1677},"swift",{"type":51,"tag":478,"props":1679,"children":1680},{},[1681,1686],{"type":51,"tag":500,"props":1682,"children":1683},{},[1684],{"type":57,"value":1685},"Android",{"type":51,"tag":500,"props":1687,"children":1688},{},[1689],{"type":51,"tag":88,"props":1690,"children":1692},{"className":1691},[],[1693],{"type":57,"value":1694},"android",{"type":51,"tag":73,"props":1696,"children":1697},{},[1698,1709,1719,1729,1739,1749,1759,1769,1778,1788,1798,1808,1818,1828,1838],{"type":51,"tag":77,"props":1699,"children":1700},{},[1701],{"type":51,"tag":426,"props":1702,"children":1706},{"href":1703,"rel":1704},"https:\u002F\u002Fdocs.amplify.aws\u002Fai\u002Fllms.txt",[1705],"nofollow",[1707],{"type":57,"value":1708},"Amplify Docs for LLMs",{"type":51,"tag":77,"props":1710,"children":1711},{},[1712],{"type":51,"tag":426,"props":1713,"children":1716},{"href":1714,"rel":1715},"https:\u002F\u002Fdocs.amplify.aws\u002F",[1705],[1717],{"type":57,"value":1718},"Amplify Docs",{"type":51,"tag":77,"props":1720,"children":1721},{},[1722],{"type":51,"tag":426,"props":1723,"children":1726},{"href":1724,"rel":1725},"https:\u002F\u002Fdocs.amplify.aws\u002Freact\u002F",[1705],[1727],{"type":57,"value":1728},"Gen2 Docs",{"type":51,"tag":77,"props":1730,"children":1731},{},[1732],{"type":51,"tag":426,"props":1733,"children":1736},{"href":1734,"rel":1735},"https:\u002F\u002Fdocs.amplify.aws\u002Freact\u002Fstart\u002F",[1705],[1737],{"type":57,"value":1738},"Getting Started",{"type":51,"tag":77,"props":1740,"children":1741},{},[1742],{"type":51,"tag":426,"props":1743,"children":1746},{"href":1744,"rel":1745},"https:\u002F\u002Fdocs.amplify.aws\u002Freact\u002Fstart\u002Fquickstart\u002F",[1705],[1747],{"type":57,"value":1748},"Quickstart",{"type":51,"tag":77,"props":1750,"children":1751},{},[1752],{"type":51,"tag":426,"props":1753,"children":1756},{"href":1754,"rel":1755},"https:\u002F\u002Fdocs.amplify.aws\u002Freact\u002Fstart\u002Faccount-setup\u002F",[1705],[1757],{"type":57,"value":1758},"Account Setup",{"type":51,"tag":77,"props":1760,"children":1761},{},[1762],{"type":51,"tag":426,"props":1763,"children":1766},{"href":1764,"rel":1765},"https:\u002F\u002Fdocs.amplify.aws\u002Freact\u002Fhow-amplify-works\u002F",[1705],[1767],{"type":57,"value":1768},"How Amplify Works",{"type":51,"tag":77,"props":1770,"children":1771},{},[1772],{"type":51,"tag":426,"props":1773,"children":1776},{"href":1774,"rel":1775},"https:\u002F\u002Fdocs.amplify.aws\u002Freact\u002Fhow-amplify-works\u002Fconcepts\u002F",[1705],[1777],{"type":57,"value":993},{"type":51,"tag":77,"props":1779,"children":1780},{},[1781],{"type":51,"tag":426,"props":1782,"children":1785},{"href":1783,"rel":1784},"https:\u002F\u002Fdocs.amplify.aws\u002Freact\u002Fbuild-a-backend\u002F",[1705],[1786],{"type":57,"value":1787},"Build a Backend",{"type":51,"tag":77,"props":1789,"children":1790},{},[1791],{"type":51,"tag":426,"props":1792,"children":1795},{"href":1793,"rel":1794},"https:\u002F\u002Fdocs.amplify.aws\u002Freact\u002Fdeploy-and-host\u002F",[1705],[1796],{"type":57,"value":1797},"Deploy and Host",{"type":51,"tag":77,"props":1799,"children":1800},{},[1801],{"type":51,"tag":426,"props":1802,"children":1805},{"href":1803,"rel":1804},"https:\u002F\u002Fdocs.amplify.aws\u002Freact\u002Fbuild-a-backend\u002Ftroubleshooting\u002F",[1705],[1806],{"type":57,"value":1807},"Troubleshooting",{"type":51,"tag":77,"props":1809,"children":1810},{},[1811],{"type":51,"tag":426,"props":1812,"children":1815},{"href":1813,"rel":1814},"https:\u002F\u002Fdocs.amplify.aws\u002Freact\u002Freference\u002Fcli-commands\u002F",[1705],[1816],{"type":57,"value":1817},"CLI Commands",{"type":51,"tag":77,"props":1819,"children":1820},{},[1821],{"type":51,"tag":426,"props":1822,"children":1825},{"href":1823,"rel":1824},"https:\u002F\u002Fdocs.amplify.aws\u002Freact\u002Freference\u002Famplify_outputs\u002F",[1705],[1826],{"type":57,"value":1827},"Amplify Outputs",{"type":51,"tag":77,"props":1829,"children":1830},{},[1831],{"type":51,"tag":426,"props":1832,"children":1835},{"href":1833,"rel":1834},"https:\u002F\u002Fdocs.amplify.aws\u002Freact\u002Freference\u002Fproject-structure\u002F",[1705],[1836],{"type":57,"value":1837},"Project Structure",{"type":51,"tag":77,"props":1839,"children":1840},{},[1841],{"type":51,"tag":426,"props":1842,"children":1845},{"href":1843,"rel":1844},"https:\u002F\u002Fui.docs.amplify.aws\u002F",[1705],[1846],{"type":57,"value":1847},"Amplify UI",{"items":1849,"total":1942},[1850,1867,1875,1887,1904,1917,1927],{"slug":1851,"name":1851,"fn":1852,"description":1853,"org":1854,"tags":1855,"stars":29,"repoUrl":30,"updatedAt":1866},"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},[1856,1859,1860,1863],{"name":1857,"slug":1858,"type":16},"API Development","api-development",{"name":27,"slug":28,"type":16},{"name":1861,"slug":1862,"type":16},"Maps","maps",{"name":1864,"slug":1865,"type":16},"Navigation","navigation","2026-07-12T08:39:49.88311",{"slug":4,"name":4,"fn":5,"description":6,"org":1868,"tags":1869,"stars":29,"repoUrl":30,"updatedAt":31},{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1870,1871,1872,1873,1874],{"name":14,"slug":15,"type":16},{"name":27,"slug":28,"type":16},{"name":21,"slug":22,"type":16},{"name":24,"slug":25,"type":16},{"name":18,"slug":19,"type":16},{"slug":1876,"name":1876,"fn":1877,"description":1878,"org":1879,"tags":1880,"stars":29,"repoUrl":30,"updatedAt":1886},"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},[1881,1882,1883],{"name":1857,"slug":1858,"type":16},{"name":27,"slug":28,"type":16},{"name":1884,"slug":1885,"type":16},"REST API","rest-api","2026-07-12T08:39:00.149339",{"slug":1888,"name":1888,"fn":1889,"description":1890,"org":1891,"tags":1892,"stars":29,"repoUrl":30,"updatedAt":1903},"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},[1893,1896,1897,1900],{"name":1894,"slug":1895,"type":16},"Architecture","architecture",{"name":27,"slug":28,"type":16},{"name":1898,"slug":1899,"type":16},"Design","design",{"name":1901,"slug":1902,"type":16},"Diagrams","diagrams","2026-07-12T08:37:11.012278",{"slug":1905,"name":1905,"fn":1906,"description":1907,"org":1908,"tags":1909,"stars":29,"repoUrl":30,"updatedAt":1916},"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},[1910,1911,1912,1913],{"name":1857,"slug":1858,"type":16},{"name":27,"slug":28,"type":16},{"name":24,"slug":25,"type":16},{"name":1914,"slug":1915,"type":16},"Serverless","serverless","2026-07-12T08:38:58.598492",{"slug":1918,"name":1918,"fn":1919,"description":1920,"org":1921,"tags":1922,"stars":29,"repoUrl":30,"updatedAt":1926},"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},[1923,1924,1925],{"name":1894,"slug":1895,"type":16},{"name":27,"slug":28,"type":16},{"name":1914,"slug":1915,"type":16},"2026-07-12T08:39:05.546173",{"slug":1928,"name":1928,"fn":1929,"description":1930,"org":1931,"tags":1932,"stars":29,"repoUrl":30,"updatedAt":1941},"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},[1933,1934,1935,1938],{"name":27,"slug":28,"type":16},{"name":24,"slug":25,"type":16},{"name":1936,"slug":1937,"type":16},"Infrastructure","infrastructure",{"name":1939,"slug":1940,"type":16},"Performance","performance","2026-07-12T08:39:07.007071",33,{"items":1944,"total":2118},[1945,1964,1981,1991,2004,2017,2027,2037,2058,2073,2088,2103],{"slug":1946,"name":1946,"fn":1947,"description":1948,"org":1949,"tags":1950,"stars":1961,"repoUrl":1962,"updatedAt":1963},"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},[1951,1952,1955,1958],{"name":27,"slug":28,"type":16},{"name":1953,"slug":1954,"type":16},"Debugging","debugging",{"name":1956,"slug":1957,"type":16},"Logs","logs",{"name":1959,"slug":1960,"type":16},"Observability","observability",9427,"https:\u002F\u002Fgithub.com\u002Fawslabs\u002Fmcp","2026-07-12T08:37:22.601527",{"slug":1965,"name":1966,"fn":1967,"description":1968,"org":1969,"tags":1970,"stars":1961,"repoUrl":1962,"updatedAt":1980},"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},[1971,1974,1975,1976,1977],{"name":1972,"slug":1973,"type":16},"Aurora","aurora",{"name":27,"slug":28,"type":16},{"name":21,"slug":22,"type":16},{"name":1914,"slug":1915,"type":16},{"name":1978,"slug":1979,"type":16},"SQL","sql","2026-07-12T08:36:45.053393",{"slug":1982,"name":1983,"fn":1967,"description":1968,"org":1984,"tags":1985,"stars":1961,"repoUrl":1962,"updatedAt":1990},"aurora-dsql","aurora dsql",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1986,1987,1988,1989],{"name":27,"slug":28,"type":16},{"name":21,"slug":22,"type":16},{"name":1914,"slug":1915,"type":16},{"name":1978,"slug":1979,"type":16},"2026-07-12T08:36:42.694299",{"slug":1992,"name":1993,"fn":1967,"description":1968,"org":1994,"tags":1995,"stars":1961,"repoUrl":1962,"updatedAt":2003},"aws-dsql","aws dsql",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1996,1997,1998,2001,2002],{"name":27,"slug":28,"type":16},{"name":21,"slug":22,"type":16},{"name":1999,"slug":2000,"type":16},"Migration","migration",{"name":1914,"slug":1915,"type":16},{"name":1978,"slug":1979,"type":16},"2026-07-12T08:36:38.584057",{"slug":2005,"name":2006,"fn":1967,"description":1968,"org":2007,"tags":2008,"stars":1961,"repoUrl":1962,"updatedAt":2016},"distributed-postgres","distributed postgres",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[2009,2010,2011,2014,2015],{"name":27,"slug":28,"type":16},{"name":21,"slug":22,"type":16},{"name":2012,"slug":2013,"type":16},"PostgreSQL","postgresql",{"name":1914,"slug":1915,"type":16},{"name":1978,"slug":1979,"type":16},"2026-07-12T08:36:46.530743",{"slug":2018,"name":2019,"fn":1967,"description":1968,"org":2020,"tags":2021,"stars":1961,"repoUrl":1962,"updatedAt":2026},"distributed-sql","distributed sql",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[2022,2023,2024,2025],{"name":27,"slug":28,"type":16},{"name":21,"slug":22,"type":16},{"name":1914,"slug":1915,"type":16},{"name":1978,"slug":1979,"type":16},"2026-07-12T08:36:48.104182",{"slug":2028,"name":2028,"fn":1967,"description":1968,"org":2029,"tags":2030,"stars":1961,"repoUrl":1962,"updatedAt":2036},"dsql",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[2031,2032,2033,2034,2035],{"name":27,"slug":28,"type":16},{"name":21,"slug":22,"type":16},{"name":1999,"slug":2000,"type":16},{"name":1914,"slug":1915,"type":16},{"name":1978,"slug":1979,"type":16},"2026-07-12T08:36:36.374512",{"slug":2038,"name":2038,"fn":2039,"description":2040,"org":2041,"tags":2042,"stars":2055,"repoUrl":2056,"updatedAt":2057},"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},[2043,2046,2049,2052],{"name":2044,"slug":2045,"type":16},"Accounting","accounting",{"name":2047,"slug":2048,"type":16},"Analytics","analytics",{"name":2050,"slug":2051,"type":16},"Cost Optimization","cost-optimization",{"name":2053,"slug":2054,"type":16},"Finance","finance",3176,"https:\u002F\u002Fgithub.com\u002Fawslabs\u002Fagentcore-samples","2026-07-12T08:40:03.29555",{"slug":2059,"name":2059,"fn":2060,"description":2061,"org":2062,"tags":2063,"stars":2055,"repoUrl":2056,"updatedAt":2072},"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},[2064,2065,2066,2069],{"name":27,"slug":28,"type":16},{"name":2053,"slug":2054,"type":16},{"name":2067,"slug":2068,"type":16},"Management","management",{"name":2070,"slug":2071,"type":16},"Reporting","reporting","2026-07-12T08:40:02.066471",{"slug":2074,"name":2074,"fn":2075,"description":2076,"org":2077,"tags":2078,"stars":2055,"repoUrl":2056,"updatedAt":2087},"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},[2079,2080,2081,2084],{"name":2047,"slug":2048,"type":16},{"name":2053,"slug":2054,"type":16},{"name":2082,"slug":2083,"type":16},"Financial Statements","financial-statements",{"name":2085,"slug":2086,"type":16},"Variance Analysis","variance-analysis","2026-07-12T08:40:00.79141",{"slug":2089,"name":2089,"fn":2090,"description":2091,"org":2092,"tags":2093,"stars":2055,"repoUrl":2056,"updatedAt":2102},"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},[2094,2097,2100],{"name":2095,"slug":2096,"type":16},"Automation","automation",{"name":2098,"slug":2099,"type":16},"Documents","documents",{"name":2101,"slug":2089,"type":16},"PDF","2026-07-12T08:41:44.135656",{"slug":2104,"name":2104,"fn":2105,"description":2106,"org":2107,"tags":2108,"stars":2055,"repoUrl":2056,"updatedAt":2117},"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},[2109,2110,2113,2114],{"name":2044,"slug":2045,"type":16},{"name":2111,"slug":2112,"type":16},"Data Analysis","data-analysis",{"name":2053,"slug":2054,"type":16},{"name":2115,"slug":2116,"type":16},"KPI","kpi","2026-07-12T08:39:59.54971",150]