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aws/agent-toolkit-for-aws
Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Entry point for AI-agent work on AWS: pick a runtime, plan a migration for existing workloads, and build an executable POC — one phased flow. | aws/ | 2.8k | — | ~4.9k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 2 | A skill your agent uses to extend an existing agent project with memory, app integration, VPC, multi-agent, migration, model, browser, code interpreter, payments, or resource removal. | aws/ | 2.8k | — | ~2.3k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 3 | Migrates vibe-coded web applications to AWS. An agent skill from aws/agent-toolkit-for-aws. | aws/ | 2.8k | — | ~3.4k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 4 | Deploy an event-driven workflow that routes S3 uploads to either Lambda or Fargate via Step Functions based on file size. | aws/ | 2.8k | — | ~4k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 5 | Deploys, queries, and debugs AWS Marketplace usage-based (PAYG) metering — the pipeline (ResolveCustomer, BatchMeterUsage, EventBridge via SAM) and querying/debugging metering records, statuses… | aws/ | 2.8k | — | ~18k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 6 | A skill your agent uses when THIS agent needs to pay for x402-protected content at runtime: hitting a paywall mid-task, settling it via AgentCore Payments, and applying operator-defined spend limits. | aws/ | 2.8k | — | ~6.5k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 7 | Manages Amazon DocumentDB end-to-end — serverless-on-8.0 cluster setup, TLS/VPC/driver config, flexible-schema and vector-search data modeling, MongoDB compatibility assessment, DMS-based migration… | aws/ | 2.8k | — | ~5.9k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 8 | Activate when developers have latent caching needs: slow API responses, database read bottlenecks, DynamoDB throttling or cost, RDS/Aurora scaling pressure, Bedrock latency or cost, or adding a… | aws/ | 2.8k | — | ~4.5k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 9 | Provisions and manages Aurora DSQL clusters, connects via psql or DSQL Connectors, manages schemas, runs queries, migrates from MySQL, diagnoses query plans, and develops apps on serverless… | aws/ | 2.8k | — | ~9.6k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 10 | Authors and edits AWS Step Functions state machines: writes Amazon States Language (ASL) in JSONata, and chooses and structures state types (Task, Choice, Map, Parallel, Pass, Wait, Succeed, Fail). | aws/ | 2.8k | — | ~3.4k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 11 | AWS SDK for Python (boto3/botocore) development patterns. An agent skill from aws/agent-toolkit-for-aws. | aws/ | 2.8k | 1 repo | ~2.1k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 12 | Create and troubleshoot AWS Glue connections to JDBC databases (Oracle, SQL Server, PostgreSQL, MySQL, RDS), Redshift, Snowflake, and BigQuery. | aws/ | 2.8k | 1 repo | ~2.2k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 13 | Create managed Iceberg tables using Amazon S3 Tables (s3tables API namespace) with automatic compaction and snapshot management. | aws/ | 2.8k | 1 repo | ~2.1k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 14 | Deploys a Regional REST API with a custom domain name, a Lambda backend function, and a request-based Lambda authorizer using AWS CLI. | aws/ | 2.8k | — | ~4.8k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 15 | Full inventory and audit of AWS Glue Data Catalog assets across S3 Tables, Redshift-federated, and remote Iceberg catalogs. | aws/ | 2.8k | 1 repo | ~2.6k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 16 | Import data into the AWS data lake from S3 files, local uploads, JDBC databases (Oracle, SQL Server, PostgreSQL, MySQL, RDS, Aurora), Amazon Redshift, Snowflake, BigQuery, DynamoDB, or existing Glue… | aws/ | 2.8k | 1 repo | ~2.8k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 17 | Create and secure S3 buckets following AWS best practices for access control, encryption, monitoring, and remediation of misconfigurations. | aws/ | 2.8k | 1 repo | ~2k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 18 | Migrate workloads from Heroku to AWS. An agent skill from aws/agent-toolkit-for-aws. | aws/ | 2.8k | — | ~7.2k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 19 | Provides verified corrections for IAM behaviors that AI agents frequently get wrong — policy evaluation edge cases, trust policy gotchas, STS session limits, Organizations quirks, and SAML/MFA… | aws/ | 2.8k | 1 repo | ~1.7k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 20 | Creates and manages secrets in AWS Secrets Manager following security best practices. | aws/ | 2.8k | 1 repo | ~461 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 21 | A skill your agent uses when the user wants to migrate code that calls OpenAI, Gemini/Google AI, or the Anthropic API to Amazon Bedrock — a pure model/SDK rewrite. | aws/ | 2.8k | — | ~21k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 22 | Helps migrate self-managed Apache Kafka workloads to Amazon MSK Express. | aws/ | 2.8k | — | ~3.5k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 23 | A skill your agent uses when deploying your agent to AWS, or when a deploy has failed. | aws/ | 2.8k | — | ~2k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 24 | A skill your agent uses when a developer wants to create a new agent project or get started with AgentCore. | aws/ | 2.8k | — | ~4.3k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 25 | Amazon Aurora MySQL — creates, modifies, and advises on Aurora MySQL clusters specifically (MySQL-compatible engine, Aurora serverless, parallel query). | aws/ | 2.8k | — | ~4.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 26 | Amazon Aurora PostgreSQL — creates, modifies, and advises on Aurora PostgreSQL clusters specifically (PostgreSQL-compatible engine, Aurora serverless, express configuration, pgvector, Babelfish). | aws/ | 2.8k | — | ~4.8k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 27 | Provides authoritative guidance on Amazon Neptune Database and Neptune Analytics for graph, knowledge-graph, and relationship-heavy workloads — fraud detection / fraud rings, agentic memory /… | aws/ | 2.8k | — | ~4.7k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 28 | Connects AI agents to remote Windows desktop applications on Amazon WorkSpaces Applications (AppStream 2.0) through the managed Agent Access MCP server, and guides reliable desktop automation. | aws/ | 2.8k | — | ~2.7k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 29 | Startup-tailored AWS architecture advice for non-agent workloads, adjusted to the company's stage (pre-revenue through Series B+), team size, runway, and credits. | aws/ | 2.8k | — | ~3.7k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 30 | Build and deploy full-stack web and mobile apps with AWS Amplify Gen2 (TypeScript code-first). | aws/ | 2.8k | — | ~3.9k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 31 | Analyze AWS costs, find savings, manage budgets, evaluate Savings Plans and Reserved Instances, right-size EC2/Lambda/RDS/EBS with Compute Optimizer, look up service pricing, query CUR with Athena… | aws/ | 2.8k | — | ~2.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 32 | Builds resilient, long-running, multi-step applications with AWS Lambda durable functions with automatic state persistence, retry logic, and orchestration for long-running executions. | aws/ | 2.8k | — | ~2.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 33 | AWS SDK for JavaScript v3 development patterns. An agent skill from aws/agent-toolkit-for-aws. | aws/ | 2.8k | — | ~2.2k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 34 | Diagnoses and root-causes Amazon MWAA workflow failures across Provisioned (Python DAG) and Serverless (YAML workflow) environments. | aws/ | 2.8k | — | ~2.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 35 | AWS Startups reference content — Activate FAQ, credits guide, programs, partner offers, sample architectures, and hundreds of learn articles spanning generative AI, cloud architecture, cost… | aws/ | 2.8k | — | ~2.9k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 36 | Operates Amazon MSK Provisioned clusters (Standard and Express brokers). | aws/ | 2.8k | — | ~2.6k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 37 | Execute and manage Athena SQL queries across default and federated catalogs (Glue, S3 Tables, Redshift). | aws/ | 2.8k | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 38 | Configures AWS Resilience Hub v2 for multi-account resilience management across an AWS Organization. | aws/ | 2.8k | — | ~2.1k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 39 | Store and query vector embeddings using Amazon S3 Vectors, a cost-effective long-term vector storage service with its own API namespace (s3vectors). | aws/ | 2.8k | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 40 | Tests Amazon MWAA workflow execution end-to-end: trigger a run and monitor it to completion for Provisioned (Python DAG, via Airflow REST API) and Serverless (YAML workflow, via StartWorkflowRun). | aws/ | 2.8k | — | ~3.8k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 41 | Best-practice authoring guidance AND a read-only policy gate for AWS Terraform generated by a migration skill. | aws/ | 2.8k | — | ~3.1k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 42 | Retrieves authoritative guidance on Amazon Timestream for InfluxDB across its supported engine variants. | aws/ | 2.8k | — | ~3.8k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 43 | Builds generative AI applications on Amazon Bedrock. An agent skill from aws/agent-toolkit-for-aws. | aws/ | 2.8k | — | ~8.6k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 44 | Provides authoritative compatibility checks, pricing estimates, connection troubleshooting, pre-warming guidance, and infrastructure mutations for Amazon Keyspaces (for Apache Cassandra). | aws/ | 2.8k | — | ~7.5k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 45 | Builds, configures, debugs, and optimizes AWS observability - operator-symptom questions and detecting Omni vs classic CloudWatch. | aws/ | 2.8k | — | ~7.2k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 46 | Migrate workloads from Microsoft Azure to AWS. An agent skill from aws/agent-toolkit-for-aws. | aws/ | 2.8k | — | ~5.5k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 47 | A skill your agent uses when connecting your agent to external APIs, tools, or services via Gateway, or restricting tool access with Cedar policies. | aws/ | 2.8k | — | ~7.4k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 48 | A skill your agent uses when your agent or environment is broken — wrong answers, errors, timeouts, tool failures, or CLI issues. | aws/ | 2.8k | — | ~7.7k | Automated safety check: Notes | Apache-2.0 | yesterday |
