awslabs/agent-plugins

1

aws-architecture-diagram Generate validated AWS architecture diagrams as draw.io XML using official AWS4 icon libraries. Use this skill whenev…

awslabs/agent-plugins

251

2

aws-lambda Design, build, deploy, test, and debug serverless applications with AWS Lambda. Triggers on phrases like: Lambda func…

awslabs/agent-plugins

243

3

deploy Deploy applications to AWS. Triggers on phrases like: deploy to AWS, host on AWS, run this on AWS, AWS architecture, …

awslabs/agent-plugins

225

4

directory-management Manages project directory setup and artifact organization. Use when starting a new project, resuming an existing one,…

awslabs/agent-plugins

163

5

use-case-specification Creates a reusable use case specification file that defines the business problem, stakeholders, and measurable succes…

awslabs/agent-plugins

161

6

planning Discovers user intent and generates a structured, step-by-step plan for model customization workflows. This skill mus…

awslabs/agent-plugins

147

7

aws-serverless-deployment AWS SAM and AWS CDK deployment for serverless applications. Triggers on phrases like: use SAM, SAM template, SAM init…

awslabs/agent-plugins

140

8

dataset-evaluation Validates dataset formatting and quality for SageMaker model fine-tuning (SFT, DPO, or RLVR). Use when the user says …

awslabs/agent-plugins

134

9

finetuning Generates code that fine-tunes a base model using SageMaker serverless training jobs. Use when the user says "start t…

awslabs/agent-plugins

134

10

model-deployment Generates code that deploys fine-tuned models from SageMaker Serverless Model Customization to SageMaker endpoints or…

awslabs/agent-plugins

134

11

dataset-transformation Generates code that transforms datasets between ML schemas for model training or evaluation. Use when the user says "…

awslabs/agent-plugins

133

12

hyperpod-ssm Remote command execution and file transfer on SageMaker HyperPod cluster nodes via AWS Systems Manager (SSM). This is…

awslabs/agent-plugins

129

13

hyperpod-version-checker Check and compare software component versions on SageMaker HyperPod cluster nodes - NVIDIA drivers, CUDA toolkit, cuD…

awslabs/agent-plugins

129

14

hyperpod-issue-report Generate comprehensive issue reports from HyperPod clusters (EKS and Slurm) by collecting diagnostic logs and configu…

awslabs/agent-plugins

127

15

model-evaluation Generates python code that evaluates SageMaker models. Supports two evaluation types: LLM-as-Judge and Custom Scorer.…

awslabs/agent-plugins

115

16

amplify-workflow Build and deploy full-stack web and mobile apps with AWS Amplify Gen2 (TypeScript code-first). Covers auth (Cognito),…

awslabs/agent-plugins

94

17

aws-lambda-durable-functions Build resilient, long-running, multi-step applications with AWS Lambda durable functions with automatic state persist…

awslabs/agent-plugins

80

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finetuning-setup Selects a base model and fine-tuning technique (SFT, DPO, or RLVR) for the user's use case by querying SageMaker Hub.…

awslabs/agent-plugins

79

19

amazon-location-service Integrates Amazon Location Service APIs for AWS applications. Use this skill when users want to add maps (interactive…

awslabs/agent-plugins

77

20

hyperpod-performance-debugger Diagnose performance issues on Amazon SageMaker HyperPod clusters — uneven NCCL bandwidth across nodes and poor files…

awslabs/agent-plugins

77

21

hyperpod-nccl Diagnose NCCL failures and adjacent training-pod failures on HyperPod GPU clusters (EKS or Slurm) — training hangs, A…

awslabs/agent-plugins

76

22

hyperpod-node-debugger Diagnose and remediate per-node issues on a HyperPod cluster (EKS or Slurm) — a specific node is unhealthy, unrespons…

awslabs/agent-plugins

76

23

hyperpod-slurm-debugger Diagnostic-only skill for Slurm scheduler and node-daemon issues on Amazon SageMaker HyperPod Slurm clusters. Scope m…

awslabs/agent-plugins

76

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hyperpod-cluster-debugger Diagnose and remediate cluster-wide HyperPod (EKS or Slurm) problems — creation / deployment failures (CloudFormation…

awslabs/agent-plugins

75

25

api-gateway Build, manage, and operate APIs with Amazon API Gateway (REST, HTTP, and WebSocket). Triggers on phrases like: API Ga…

awslabs/agent-plugins

62

26

model-selection Selects a base model for the user's use case by querying SageMaker Hub. Use when the user asks which model to use, wa…

awslabs/agent-plugins

56

27

sdk-getting-started Validates the user's environment for SageMaker AI operations — checks SDK version, AWS region, and execution role. Us…

awslabs/agent-plugins

53

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finetuning-technique Selects a fine-tuning technique (SFT, DPO, RLVR, or RLAIF) for the user's use case and validates it against the selec…

awslabs/agent-plugins

52

29

dsql Build with Aurora DSQL — manage schemas, execute queries, handle migrations, diagnose query plans, diagnose cluster p…

awslabs/agent-plugins

43

30

document-service This skill should be used when the user asks to "analyze this codebase", "document this service", "generate technical…

awslabs/agent-plugins

29

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aws-transform Migrate, modernize, and upgrade codebases to AWS. Run analysis on repos for tech debt, security vulnerabilities, and …

awslabs/agent-plugins

27

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gcp-to-aws Migrate workloads from Google Cloud Platform to AWS. Triggers on: migrate from GCP, GCP to AWS, move off Google Cloud…

awslabs/agent-plugins

27

33

elastic-beanstalk Deploy to AWS Elastic Beanstalk. Triggers on: elastic beanstalk, EB, managed EC2 platform, web app with managed patch…

awslabs/agent-plugins

21

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aws-step-functions Build workflows with AWS Step Functions state machines using the JSONata query language. Covers Amazon States Languag…

awslabs/agent-plugins

17

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aws-lambda-managed-instances Evaluate, configure, and migrate workloads to AWS Lambda Managed Instances (LMI). Triggers on: Lambda Managed Instanc…

awslabs/agent-plugins

14

36

aws-lambda-microvms Build, run, debug, and operate applications on AWS Lambda MicroVMs — Firecracker-isolated, snapshot-resumable serverl…

awslabs/agent-plugins

12