Skill collection

awslabs/agent-plugins

34 agent skills across 7 categories, read straight from the repository tree.

Amazon Web Services - Labs12,649★ across the radarProfile →
34
Skills published
7
Categories
18
Ship scripts
850
Stars on the repo
Tracked on the radar · 850★Repository facts and velocity →
DevOps & Cloud · 16
All in category →
model-deploymentGenerates code that deploys fine-tuned models from SageMaker Serverless Model Customization to SageMaker…scriptsaws-lambda-managed-instancesEvaluate, configure, and migrate workloads to AWS Lambda Managed Instances (LMI). Triggers on: Lambda Managed…scriptshyperpod-ssmRemote command execution and file transfer on SageMaker HyperPod cluster nodes via AWS Systems Manager (SSM).…scriptshyperpod-issue-reportGenerate comprehensive issue reports from HyperPod clusters (EKS and Slurm) by collecting diagnostic logs and…scriptshyperpod-version-checkerCheck and compare software component versions on SageMaker HyperPod cluster nodes - NVIDIA drivers, CUDA…scriptsaws-architecture-diagramGenerate validated AWS architecture diagrams as draw.io XML using official AWS4 icon libraries. Use this…writesapi-gatewayBuild, manage, and operate APIs with Amazon API Gateway (REST, HTTP, and WebSocket). Triggers on phrases…aws-step-functionsBuild workflows with AWS Step Functions state machines using the JSONata query language. Covers Amazon States…aws-lambda-durable-functionsBuild resilient, long-running, multi-step applications with AWS Lambda durable functions with automatic state…
document-serviceamazon-location-serviceaws-serverless-deploymentdeployelastic-beanstalksdk-getting-starteduse-case-specification
AI & Agents · 6
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model-selectionSelects a base model for the user's use case by querying SageMaker Hub. Use when the user asks which model to…scriptshyperpod-node-debuggerDiagnose and remediate per-node issues on a HyperPod cluster (EKS or Slurm) — a specific node is unhealthy…scriptshyperpod-ncclDiagnose NCCL failures and adjacent training-pod failures on HyperPod GPU clusters (EKS or Slurm) — training…scriptshyperpod-performance-debuggerDiagnose performance issues on Amazon SageMaker HyperPod clusters — uneven NCCL bandwidth across nodes and…scriptsfinetuning-techniqueSelects a fine-tuning technique (SFT, DPO, RLVR, or RLAIF) for the user's use case and validates it against…scriptshyperpod-slurm-debuggerDiagnostic-only skill for Slurm scheduler and node-daemon issues on Amazon SageMaker HyperPod Slurm clusters.…scripts
Security · 4
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dsqlBuild with Aurora DSQL — manage schemas, execute queries, handle migrations, diagnose query plans, diagnose…scriptsaws-transformMigrate, modernize, and upgrade codebases to AWS. Run analysis on repos for tech debt, security…scriptsamplify-workflowBuild and deploy full-stack web and mobile apps with AWS Amplify Gen2 (TypeScript code-first). Covers auth…aws-lambda-microvmsBuild, run, debug, and operate applications on AWS Lambda MicroVMs — Firecracker-isolated, snapshot-resumable…
Data & Analytics · 3
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dataset-transformationGenerates code that transforms datasets between ML schemas for model training or evaluation. Use when the…scriptsdataset-evaluationValidates dataset formatting and quality for SageMaker model fine-tuning (SFT, DPO, or RLVR). Use when the…scriptsplanningDiscovers user intent and generates a structured, step-by-step plan for model customization workflows. This…
Testing & QA · 2
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model-evaluationGenerates python code that evaluates SageMaker models. Supports two evaluation types: LLM-as-Judge and Custom…scriptsaws-lambdaDesign, build, deploy, test, and debug serverless applications with AWS Lambda. Triggers on phrases like…
Workflow & Productivity · 2
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finetuningGenerates code that fine-tunes a base model using SageMaker serverless training jobs. Use when the user says…scriptsdirectory-managementManages project directory setup and artifact organization. Use when starting a new project, resuming an…
Other · 1
hyperpod-cluster-debuggerDiagnose and remediate cluster-wide HyperPod (EKS or Slurm) problems — creation / deployment failures…scripts
About this collection
How many skills does awslabs/agent-plugins publish?

34 that pass our gate — each has a real description and a SKILL.md we could read.

How do I install one?

Every skill page carries its own command — `npx skills add awslabs/agent-plugins --skill <name> --agent claude-code`. Swap the agent for codex, cursor or copilot.

Are these skills able to change my files?

1 of them declare write access (Bash, Write or Edit) in their allowed-tools. That is the author's own declaration, shown on each skill page — worth reading before you install something that can modify a project.

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