aws-solutions-library-samples
4 verified skills848 total stars
async-inference
Implement SageMaker async inference with S3-based I/O and polling. Use for long-running inference (>60s), large payloads, or batch processing workloads.
tools212
frontend-design
Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, blogs, pages, or applications. Generates creative, polished code that avoids generic AI aesthetics.
development212
grpo-finetuning
Implement GRPO (Group Relative Policy Optimization) fine-tuning for vision-language models on small datasets. Use when SFT underperforms or training data is limited (<1000 examples).
data-ai212
tool-use-structured-output
Use Bedrock tool_use to guarantee structured JSON outputs from Claude models. Eliminates JSON parsing failures by forcing responses through typed tool schemas.
tools212