[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"org-aws-labs":3,"repo-skills-v-0-3-0":334},{"org":4,"repos":60},{"slug":5,"name":6,"logoUrl":7,"githubOrg":8,"website":9,"skillCount":10,"repoCount":11,"topRepos":12,"topTags":28,"lastUpdatedAt":59},"aws-labs","AWS Labs","https:\u002F\u002Fpexgzepcugksgbtrxkhf.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Forg-logos\u002Faws-labs.png","awslabs","https:\u002F\u002Faws.amazon.com",150,11,[13,16,19,22,25],{"name":14,"skillCount":15},"awslabs\u002Fstartups",42,{"name":17,"skillCount":18},"awslabs\u002Fhcls-agent-skills",40,{"name":20,"skillCount":21},"awslabs\u002Fagent-plugins",33,{"name":23,"skillCount":24},"awslabs\u002Fcli-agent-orchestrator",16,{"name":26,"skillCount":27},"awslabs\u002Fmcp",7,[29,32,35,38,41,44,47,50,53,56],{"slug":30,"name":31},"aws","AWS",{"slug":33,"name":34},"healthcare","Healthcare",{"slug":36,"name":37},"life-sciences","Life Sciences",{"slug":39,"name":40},"deployment","Deployment",{"slug":42,"name":43},"infrastructure","Infrastructure",{"slug":45,"name":46},"agents","Agents",{"slug":48,"name":49},"architecture","Architecture",{"slug":51,"name":52},"bioinformatics","Bioinformatics",{"slug":54,"name":55},"data-analysis","Data Analysis",{"slug":57,"name":58},"engineering","Engineering","2026-08-01T05:43:53.724377",[61,79,108,131,157,189,224,246,267,284,311],{"name":62,"fullName":14,"repoUrl":63,"skillCount":15,"stars":64,"forks":65,"description":66,"topics":67,"topTags":68,"topTagCount":77,"lastUpdatedAt":78},"startups","https:\u002F\u002Fgithub.com\u002Fawslabs\u002Fstartups",14,15,"Official AWS Startups repository that hosts plugins, skills, tools and resources to support startup builders on AWS",[],[69,70,71,72,73,76],{"slug":30,"name":31},{"slug":48,"name":49},{"slug":39,"name":40},{"slug":42,"name":43},{"slug":74,"name":75},"security","Security",{"slug":57,"name":58},57,"2026-07-25T05:32:20.160804",{"name":80,"fullName":17,"repoUrl":81,"skillCount":18,"stars":82,"forks":83,"description":84,"topics":85,"topTags":98,"topTagCount":21,"lastUpdatedAt":107},"hcls-agent-skills","https:\u002F\u002Fgithub.com\u002Fawslabs\u002Fhcls-agent-skills",4,0,"Agent skills for healthcare and life sciences: genomics, imaging, claims, drug discovery, and more. Works with Amazon Quick, Kiro, Amazon AgentCore, AWS Strands SDK, Claude Code, Codex, and any Agent Skills-compatible platform.",[86,87,88,89,90,91,92,93,94,36,95,96,97],"agent-skills","agentcore","ai-agents","amazon-quick-desktop","claims-processing","drug-discovery","genomics","healthcare-ai","kiro","medical-imaging","risk-adjustment","strands-agents",[99,100,101,102,103,106],{"slug":36,"name":37},{"slug":33,"name":34},{"slug":51,"name":52},{"slug":54,"name":55},{"slug":104,"name":105},"research","Research",{"slug":30,"name":31},"2026-07-25T05:56:34.955181",{"name":109,"fullName":20,"repoUrl":110,"skillCount":21,"stars":111,"forks":112,"description":113,"topics":114,"topTags":117,"topTagCount":130,"lastUpdatedAt":59},"agent-plugins","https:\u002F\u002Fgithub.com\u002Fawslabs\u002Fagent-plugins",831,127,"Agent Plugins for AWS equip AI coding agents with the skills to help you architect, deploy, and operate on AWS.",[109,86,45,30,115,116],"coding-agent-skills","coding-agents",[118,119,120,121,124,127],{"slug":30,"name":31},{"slug":39,"name":40},{"slug":42,"name":43},{"slug":122,"name":123},"debugging","Debugging",{"slug":125,"name":126},"llm","LLM",{"slug":128,"name":129},"observability","Observability",52,{"name":132,"fullName":23,"repoUrl":133,"skillCount":24,"stars":134,"forks":135,"description":136,"topics":137,"topTags":138,"topTagCount":155,"lastUpdatedAt":156},"cli-agent-orchestrator","https:\u002F\u002Fgithub.com\u002Fawslabs\u002Fcli-agent-orchestrator",871,164,null,[],[139,140,143,146,149,152],{"slug":45,"name":46},{"slug":141,"name":142},"mcp","MCP",{"slug":144,"name":145},"automation","Automation",{"slug":147,"name":148},"api-development","API Development",{"slug":150,"name":151},"cli","CLI",{"slug":153,"name":154},"orchestration","Orchestration",24,"2026-07-29T06:00:28.147989",{"name":141,"fullName":26,"repoUrl":158,"skillCount":27,"stars":159,"forks":160,"description":161,"topics":162,"topTags":170,"topTagCount":187,"lastUpdatedAt":188},"https:\u002F\u002Fgithub.com\u002Fawslabs\u002Fmcp",9427,1634,"Open source MCP Servers for AWS",[30,141,163,164,165,166,167,168,169],"mcp-client","mcp-clients","mcp-host","mcp-server","mcp-servers","mcp-tools","modelcontextprotocol",[171,172,175,178,181,184],{"slug":30,"name":31},{"slug":173,"name":174},"database","Database",{"slug":176,"name":177},"serverless","Serverless",{"slug":179,"name":180},"sql","SQL",{"slug":182,"name":183},"migration","Migration",{"slug":185,"name":186},"aurora","Aurora",10,"2026-07-12T08:37:22.601527",{"name":190,"fullName":191,"repoUrl":192,"skillCount":193,"stars":194,"forks":195,"description":196,"topics":197,"topTags":208,"topTagCount":65,"lastUpdatedAt":223},"agentcore-samples","awslabs\u002Fagentcore-samples","https:\u002F\u002Fgithub.com\u002Fawslabs\u002Fagentcore-samples",6,3176,1233,"Amazon Bedrock Agentcore accelerates AI agents into production with the scale, reliability, and security, critical to real-world deployment.",[198,199,45,200,201,202,203,204,205,206,207],"agent","agentic-ai","authentication","bedrock","core","gateway","identity-management","memory-management","production-code","runtime",[209,212,215,218,221,222],{"slug":210,"name":211},"finance","Finance",{"slug":213,"name":214},"analytics","Analytics",{"slug":216,"name":217},"accounting","Accounting",{"slug":219,"name":220},"reporting","Reporting",{"slug":144,"name":145},{"slug":30,"name":31},"2026-07-12T08:41:44.135656",{"name":225,"fullName":226,"repoUrl":227,"skillCount":228,"stars":229,"forks":83,"description":230,"topics":231,"topTags":235,"topTagCount":244,"lastUpdatedAt":245},"codeknit","awslabs\u002Fcodeknit","https:\u002F\u002Fgithub.com\u002Fawslabs\u002Fcodeknit",2,3,"Static code structure extractor that turns a codebase into a compact, LLM-friendly graph of functions, classes, and relationships for refactoring, duplicate detection, and analysis across 12 languages",[232,125,233,234],"code-analysis","refactoring","static-analysis",[236,238,239,240,241],{"slug":232,"name":237},"Code Analysis",{"slug":57,"name":58},{"slug":48,"name":49},{"slug":122,"name":123},{"slug":242,"name":243},"git","Git",5,"2026-07-12T08:38:40.01893",{"name":247,"fullName":248,"repoUrl":249,"skillCount":250,"stars":251,"forks":252,"description":136,"topics":253,"topTags":257,"topTagCount":82,"lastUpdatedAt":266},"aws-cloudformation-iam-policy-validator","awslabs\u002Faws-cloudformation-iam-policy-validator","https:\u002F\u002Fgithub.com\u002Fawslabs\u002Faws-cloudformation-iam-policy-validator",1,146,25,[30,254,255,256],"aws-iam","aws-iam-policies","cloudformation",[258,259,262,265],{"slug":30,"name":31},{"slug":260,"name":261},"compliance","Compliance",{"slug":263,"name":264},"infrastructure-as-code","Infrastructure as Code",{"slug":74,"name":75},"2026-07-12T08:37:13.052325",{"name":268,"fullName":269,"repoUrl":270,"skillCount":250,"stars":229,"forks":83,"description":136,"topics":271,"topTags":272,"topTagCount":82,"lastUpdatedAt":283},"managed-service-for-apache-flink-agent-steering-files","awslabs\u002Fmanaged-service-for-apache-flink-agent-steering-files","https:\u002F\u002Fgithub.com\u002Fawslabs\u002Fmanaged-service-for-apache-flink-agent-steering-files",[],[273,274,277,280],{"slug":30,"name":31},{"slug":275,"name":276},"data-engineering","Data Engineering",{"slug":278,"name":279},"data-pipeline","Data Pipeline",{"slug":281,"name":282},"performance","Performance","2026-07-12T08:37:20.055112",{"name":285,"fullName":286,"repoUrl":287,"skillCount":250,"stars":288,"forks":289,"description":290,"topics":291,"topTags":304,"topTagCount":229,"lastUpdatedAt":310},"nx-plugin-for-aws","awslabs\u002Fnx-plugin-for-aws","https:\u002F\u002Fgithub.com\u002Fawslabs\u002Fnx-plugin-for-aws",85,27,"The @aws\u002Fnx-plugin is a collection of code generators that automate the creation and configuration of cloud-native applications using AWS, TypeScript, Python and React within the Nx development ecosystem.",[30,292,293,294,295,296,141,297,298,299,300,301,302,303],"aws-cdk","cloudfront","cloudscape","fastapi","lambda","nx","productivity","python","react","tanstack","trpc","typescript",[305,306,309],{"slug":30,"name":31},{"slug":307,"name":308},"cloud","Cloud",{"slug":263,"name":264},"2026-07-29T05:39:03.760685",{"name":312,"fullName":313,"repoUrl":314,"skillCount":250,"stars":315,"forks":316,"description":317,"topics":318,"topTags":327,"topTagCount":82,"lastUpdatedAt":333},"threat-designer","awslabs\u002Fthreat-designer","https:\u002F\u002Fgithub.com\u002Fawslabs\u002Fthreat-designer",267,46,"Threat Designer is a GenerativeAI application designed to automate and streamline the threat modeling process for secure system design.",[199,319,320,321,322,323,324,325,326],"appsec","cybersecurity","devsecops","generativeai","threat-modeling","threat-modeling-tool","threatmodeling","threatmodelling",[328,329,330,331],{"slug":30,"name":31},{"slug":232,"name":237},{"slug":74,"name":75},{"slug":323,"name":332},"Threat Modeling","2026-07-12T08:37:14.772466",{"items":335,"total":24},[336,354,367,377,390,401,414,425,436,447,459,469,481,493,505,515],{"slug":337,"name":337,"fn":338,"description":339,"org":340,"tags":341,"stars":134,"repoUrl":133,"updatedAt":353},"add-app-to-server","add interactive UI to MCP servers","This skill should be used when the user asks to \"add an app to my MCP server\", \"add UI to my MCP server\", \"add a view to my MCP tool\", \"enrich MCP tools with UI\", \"add interactive UI to existing server\", \"add MCP Apps to my server\", or needs to add interactive UI capabilities to an existing MCP server that already has tools. Provides guidance for analyzing existing tools and adding MCP Apps UI resources.",{"slug":5,"name":6,"logoUrl":7,"githubOrg":8},[342,346,347,350],{"name":343,"slug":344,"type":345},"Frontend","frontend","tag",{"name":142,"slug":141,"type":345},{"name":348,"slug":349,"type":345},"Plugin Development","plugin-development",{"name":351,"slug":352,"type":345},"UI Components","ui-components","2026-07-12T08:41:40.4008",{"slug":355,"name":355,"fn":356,"description":357,"org":358,"tags":359,"stars":134,"repoUrl":133,"updatedAt":366},"agui-author","emit interactive dashboard UI components","Author live dashboard UI from an agent via the `emit_ui` MCP tool. Emit one of six allow-listed components (approval_card, choice_prompt, diff_summary, progress, metric, agent_card) with JSON props and it renders in any AG-UI client watching the fleet. Use when you want the operator to see a decision, a diff, or a status readout instead of scrolling terminal text. Arbitrary HTML\u002Fmarkup is refused.",{"slug":5,"name":6,"logoUrl":7,"githubOrg":8},[360,361,364,365],{"name":46,"slug":45,"type":345},{"name":362,"slug":363,"type":345},"Dashboards","dashboards",{"name":142,"slug":141,"type":345},{"name":351,"slug":352,"type":345},"2026-07-22T05:35:50.851108",{"slug":368,"name":368,"fn":369,"description":370,"org":371,"tags":372,"stars":134,"repoUrl":133,"updatedAt":376},"cao-agent-routing","route tasks to appropriate CAO agents","Find and select the best installed CAO agent profile for a task before delegating with assign or handoff. Use when a supervisor needs to route coding, documentation, infrastructure, review, research, or other specialist work and the user has not already chosen an agent profile.",{"slug":5,"name":6,"logoUrl":7,"githubOrg":8},[373,374,375],{"name":46,"slug":45,"type":345},{"name":31,"slug":30,"type":345},{"name":154,"slug":153,"type":345},"2026-07-25T05:56:34.255071",{"slug":378,"name":378,"fn":379,"description":380,"org":381,"tags":382,"stars":134,"repoUrl":133,"updatedAt":156},"cao-learning","report task outcomes and distill lessons","Report task outcomes and distill lessons so the team improves across runs — report_outcome after each unit of work, retrospector handoffs at natural boundaries, and applying injected lessons. Use in workflows that run repeatedly over similar work items. Requires memory.learning_enabled; degrade silently when the tools report disabled.",{"slug":5,"name":6,"logoUrl":7,"githubOrg":8},[383,386,387],{"name":384,"slug":385,"type":345},"Best Practices","best-practices",{"name":58,"slug":57,"type":345},{"name":388,"slug":389,"type":345},"Operations","operations",{"slug":391,"name":391,"fn":392,"description":393,"org":394,"tags":395,"stars":134,"repoUrl":133,"updatedAt":400},"cao-mcp-apps","operate CAO MCP application surfaces","Enable, operate, and extend CAO's MCP Apps surface — the host-rendered fleet dashboard visible inside MCP App hosts (Claude Desktop, ChatGPT, VS Code Copilot, Goose, Postman). Use when the user says \"enable MCP Apps in CAO\", \"the ui:\u002F\u002Fcao views aren't rendering\", \"rebuild MCP Apps bundles\", \"add a new ui:\u002F\u002Fcao\u002F* view\", or \"configure the MCP Apps OAuth scope layer\". Operates on the CAO_MCP_APPS_ENABLED surface and cao_mcp_apps\u002F build system. Not for the localhost:9889 browser dashboard, not for plugins, providers, or session management.",{"slug":5,"name":6,"logoUrl":7,"githubOrg":8},[396,397,398,399],{"name":46,"slug":45,"type":345},{"name":151,"slug":150,"type":345},{"name":142,"slug":141,"type":345},{"name":351,"slug":352,"type":345},"2026-07-22T05:35:52.952289",{"slug":402,"name":402,"fn":403,"description":404,"org":405,"tags":406,"stars":134,"repoUrl":133,"updatedAt":413},"cao-memory","manage durable agent memory and preferences","Store, recall, and forget durable facts with CAO memory — user preferences, project conventions, decisions, and corrections that should persist across sessions and agents. Use proactively to check memory before asking the user, and to save anything worth remembering. Distinct from any provider-native memory.",{"slug":5,"name":6,"logoUrl":7,"githubOrg":8},[407,408,411],{"name":46,"slug":45,"type":345},{"name":409,"slug":410,"type":345},"Memory","memory",{"name":412,"slug":298,"type":345},"Productivity","2026-07-12T08:37:03.180421",{"slug":415,"name":415,"fn":416,"description":417,"org":418,"tags":419,"stars":134,"repoUrl":133,"updatedAt":424},"cao-plugin","scaffold CAO agent plugins","Create a new CAO (CLI Agent Orchestrator) plugin. Use this skill whenever the user wants to add a plugin that reacts to CAO lifecycle or messaging events, scaffold a plugin package, understand plugin requirements, or integrate an external system (Discord, Slack, dashboards, logging, metrics) with CAO. Also use when the user asks what plugin events are available, how plugin discovery works, or how to install a plugin into a CAO environment.",{"slug":5,"name":6,"logoUrl":7,"githubOrg":8},[420,421,422,423],{"name":46,"slug":45,"type":345},{"name":145,"slug":144,"type":345},{"name":151,"slug":150,"type":345},{"name":348,"slug":349,"type":345},"2026-07-12T08:36:49.784639",{"slug":426,"name":426,"fn":427,"description":428,"org":429,"tags":430,"stars":134,"repoUrl":133,"updatedAt":435},"cao-provider","create CLI agent providers for CAO","Create a new CLI agent provider for CAO (CLI Agent Orchestrator). Use this skill whenever the user wants to add support for a new CLI-based AI agent (e.g., a new coding assistant CLI), integrate a new provider, or scaffold a provider implementation. Also use when the user asks about the provider architecture, what files to modify, or how providers work in CAO.",{"slug":5,"name":6,"logoUrl":7,"githubOrg":8},[431,432,433,434],{"name":46,"slug":45,"type":345},{"name":145,"slug":144,"type":345},{"name":151,"slug":150,"type":345},{"name":58,"slug":57,"type":345},"2026-07-12T08:37:04.40806",{"slug":437,"name":437,"fn":438,"description":439,"org":440,"tags":441,"stars":134,"repoUrl":133,"updatedAt":446},"cao-session-management","manage multi-agent CAO sessions","Interact with CAO (CLI Agent Orchestrator) — launch multi-agent sessions, check status, send follow-up instructions, unblock stuck terminals, or shut down sessions. Use when working with CAO sessions in any capacity.",{"slug":5,"name":6,"logoUrl":7,"githubOrg":8},[442,443,444,445],{"name":46,"slug":45,"type":345},{"name":145,"slug":144,"type":345},{"name":151,"slug":150,"type":345},{"name":154,"slug":153,"type":345},"2026-07-25T05:31:36.314239",{"slug":448,"name":448,"fn":449,"description":450,"org":451,"tags":452,"stars":134,"repoUrl":133,"updatedAt":458},"cao-supervisor-protocols","orchestrate CAO supervisor protocols","Supervisor-side orchestration patterns for assign, handoff, and idle inbox delivery in CAO",{"slug":5,"name":6,"logoUrl":7,"githubOrg":8},[453,454,455],{"name":145,"slug":144,"type":345},{"name":31,"slug":30,"type":345},{"name":456,"slug":457,"type":345},"Multi-Agent","multi-agent","2026-07-12T08:36:58.154322",{"slug":460,"name":460,"fn":461,"description":462,"org":463,"tags":464,"stars":134,"repoUrl":133,"updatedAt":468},"cao-worker-protocols","manage CAO worker task protocols","Worker-side callback and completion rules for assigned and handed-off tasks in CAO",{"slug":5,"name":6,"logoUrl":7,"githubOrg":8},[465,466,467],{"name":46,"slug":45,"type":345},{"name":145,"slug":144,"type":345},{"name":154,"slug":153,"type":345},"2026-07-12T08:36:59.573157",{"slug":470,"name":470,"fn":471,"description":472,"org":473,"tags":474,"stars":134,"repoUrl":133,"updatedAt":480},"cao-workflow","author and run Python workflow scripts","Author and run CAO Python workflow scripts — multi-step, parameterized, fan-out orchestrations executed by `cao workflow run`. Use when the user wants a repeatable multi-step job (e.g. data analysis over many files, a review pipeline, a parameterized batch). Authoring ends at a validated script file; running it is a separate, user-approved step.",{"slug":5,"name":6,"logoUrl":7,"githubOrg":8},[475,476,477,478],{"name":145,"slug":144,"type":345},{"name":279,"slug":278,"type":345},{"name":154,"slug":153,"type":345},{"name":479,"slug":299,"type":345},"Python","2026-07-19T06:03:14.651744",{"slug":482,"name":482,"fn":483,"description":484,"org":485,"tags":486,"stars":134,"repoUrl":133,"updatedAt":492},"convert-web-app","convert web apps into hybrid MCP apps","This skill should be used when the user asks to \"add MCP App support to my web app\", \"turn my web app into a hybrid MCP App\", \"make my web page work as an MCP App too\", \"wrap my existing UI as an MCP App\", \"convert iframe embed to MCP App\", \"turn my SPA into an MCP App\", or needs to add MCP App support to an existing web application while keeping it working standalone. Provides guidance for analyzing existing web apps and creating a hybrid web + MCP App with server-side tool and resource registration.",{"slug":5,"name":6,"logoUrl":7,"githubOrg":8},[487,488,489],{"name":148,"slug":147,"type":345},{"name":142,"slug":141,"type":345},{"name":490,"slug":491,"type":345},"Web Development","web-development","2026-07-12T08:41:39.078653",{"slug":494,"name":494,"fn":495,"description":496,"org":497,"tags":498,"stars":134,"repoUrl":133,"updatedAt":504},"create-mcp-app","build interactive MCP applications","This skill should be used when the user asks to \"create an MCP App\", \"add a UI to an MCP tool\", \"build an interactive MCP View\", \"scaffold an MCP App\", or needs guidance on MCP Apps SDK patterns, UI-resource registration, MCP App lifecycle, or host integration. Provides comprehensive guidance for building MCP Apps with interactive UIs.",{"slug":5,"name":6,"logoUrl":7,"githubOrg":8},[499,500,503],{"name":148,"slug":147,"type":345},{"name":501,"slug":502,"type":345},"Apps SDK","apps-sdk",{"name":142,"slug":141,"type":345},"2026-07-12T08:41:41.64678",{"slug":506,"name":506,"fn":507,"description":508,"org":509,"tags":510,"stars":134,"repoUrl":133,"updatedAt":514},"mcp-apps-builder","build MCP applications with mcp-apps-builder","Load the official MCP Apps builder skills (create-mcp-app, migrate-oai-app, add-app-to-server, convert-web-app) from github.com\u002Fmodelcontextprotocol\u002Fext-apps. Use when the user says \"build an MCP App\", \"add a ui:\u002F\u002F view to my MCP server\", \"create an interactive MCP App from scratch\", \"migrate from OpenAI Apps SDK to MCP\", or \"turn my web app into a hybrid MCP App\". Targets the MCP Apps SDK (SEP-1865 ui:\u002F\u002F resources) specifically. Not for regular web frontends, REST APIs, CAO provider adapters, SKILL.md authoring, or plugins.",{"slug":5,"name":6,"logoUrl":7,"githubOrg":8},[511,512,513],{"name":148,"slug":147,"type":345},{"name":49,"slug":48,"type":345},{"name":142,"slug":141,"type":345},"2026-07-22T05:35:51.816348",{"slug":516,"name":516,"fn":517,"description":518,"org":519,"tags":520,"stars":134,"repoUrl":133,"updatedAt":527},"migrate-oai-app","migrate OpenAI applications to MCP","This skill should be used when the user asks to \"migrate from OpenAI Apps SDK\", \"convert OpenAI App to MCP\", \"port from window.openai\", \"migrate from skybridge\", \"convert openai\u002FoutputTemplate\", or needs guidance on converting OpenAI Apps SDK applications to MCP Apps SDK. Provides step-by-step migration guidance with API mapping tables.",{"slug":5,"name":6,"logoUrl":7,"githubOrg":8},[521,522,523,524],{"name":148,"slug":147,"type":345},{"name":142,"slug":141,"type":345},{"name":183,"slug":182,"type":345},{"name":525,"slug":526,"type":345},"OpenAI","openai","2026-07-12T08:41:42.880724"]