Selects, deploys, and customizes AI models on Amazon SageMaker. Training or Processing jobs, fine-tuning (SFT/DPO/RLVR/RLAIF), model selection, dataset preparation, evaluation, SageMaker or Bedrock deployment, inference optimization and endpoint diagnostics. Covers the full lifecycle from planning through production.
Install
npx skills add aws/agent-toolkit-for-aws --skill aws-ai-mlnpx skills add aws/agent-toolkit-for-aws --skill aws-ai-ml -a claude-code -gnpx skills add aws/agent-toolkit-for-aws --skill aws-ai-ml -a codex -ggemini skills install https://github.com/aws/agent-toolkit-for-aws.git --path skills/core-skills/aws-ai-mlgh skill install aws/agent-toolkit-for-aws aws-ai-mlgit clone --depth 1 https://github.com/aws/agent-toolkit-for-aws /tmp/aws__agent-toolkit-for-aws
mkdir -p ~/.claude/skills ~/.agents/skills
cp -R /tmp/aws__agent-toolkit-for-aws/skills/core-skills/aws-ai-ml ~/.claude/skills/aws-ai-ml # Claude Code
cp -R /tmp/aws__agent-toolkit-for-aws/skills/core-skills/aws-ai-ml ~/.agents/skills/aws-ai-ml # Codex, Cursor, Gemini CLI, Copilot, OpenCode