awesomesystematic-debugging
Four-phase debugging framework that ensures root cause investigation before attempting fixes. Never
8803 个 Skills
Four-phase debugging framework that ensures root cause investigation before attempting fixes. Never
Never test mock behavior. Never add test-only methods to production classes. Understand dependencies
Dispatch to the right problem-solving technique based on how you're stuck
Activation-aware weight quantization for 4-bit LLM compression with 3x speedup and minimal accuracy loss. Use when deploying large models (7B-70B) on limited GPU memory, when you need faster inference than GPTQ with better accuracy preservation, or for instruction-tuned and multimodal models. MLS...
Manage AWS accounts, organizations, IAM, and billing. Use when setting up AWS Organizations, managin
AWS Bedrock AgentCore comprehensive expert for deploying and managing all AgentCore services. Use when working with Gateway, Runtime, Memory, Identity, or any AgentCore component. Covers MCP target deployment, credential management, schema optimization, runtime configuration, memory management, a...
Deploys and hosts full-stack web applications on AWS Amplify with SSR support, CI/CD, and backend se
AWS Cloud Development Kit (CDK) expert for building cloud infrastructure with TypeScript/Python. Use when creating CDK stacks, defining CDK constructs, implementing infrastructure as code, or when the user mentions CDK, CloudFormation, IaC, cdk synth, cdk deploy, or wants to define AWS infrastruc...
AWS CLI commands for dev/stage/prod environments. Use when running any aws CLI command, interacting
Deploy CliqRise sites to AWS S3 and CloudFront. Use when deploying marketing site, app, invalidating
Comprehensive AWS cloud services skill covering S3, Lambda, DynamoDB, EC2, RDS, IAM, CloudFormation,
Infrastructure as Code with CloudFormation templates and stacks