Selects a fine-tuning technique (SFT, DPO, RLVR, or RLAIF) for the user's use case and validates it against the selected model's available recipes. Use when the user has decided to finetune and needs to choose a technique, or when the technique needs to be validated against a model. Requires a base model to already be selected (via model-selection skill).
Install
npx skills add awslabs/agent-plugins --skill finetuning-techniquenpx skills add awslabs/agent-plugins --skill finetuning-technique -a claude-code -gnpx skills add awslabs/agent-plugins --skill finetuning-technique -a codex -ggemini skills install https://github.com/awslabs/agent-plugins.git --path plugins/sagemaker-ai/skills/finetuning-techniquegh skill install awslabs/agent-plugins finetuning-techniquegit clone --depth 1 https://github.com/awslabs/agent-plugins /tmp/awslabs__agent-plugins
mkdir -p ~/.claude/skills ~/.agents/skills
cp -R /tmp/awslabs__agent-plugins/plugins/sagemaker-ai/skills/finetuning-technique ~/.claude/skills/finetuning-technique # Claude Code
cp -R /tmp/awslabs__agent-plugins/plugins/sagemaker-ai/skills/finetuning-technique ~/.agents/skills/finetuning-technique # Codex, Cursor, Gemini CLI, Copilot, OpenCode