Patterns and architectures for autonomous Claude Code loops — from simple sequential pipelines to RFC-driven multi-agent DAG systems.
Full codebase health assessment. Use when diagnosing project health or starting a rescue workflow on legacy code — OR when evaluating an…
Autonomous experiment loop that optimizes any file by a measurable metric.
Use when designing or polishing the visual quality of an Avalonia app — choosing themes, building a design system, crafting beautiful…
Skill for avionics architecture design and system integration
Create media playback experiences using AVKit.
Audit and rewrite content to remove 21 categories of AI writing patterns with a 43-entry replacement table
Use whenever reporting news, results, callbacks, recruiter or employer responses, application outcomes, or fit assessments to the user…
Write compelling award submissions, grant applications, and competition entries.
Activation-aware weight quantization for 4-bit LLM compression with 3x speedup and minimal accuracy loss.
AWS cloud services including EC2, EKS, S3, Lambda, RDS, and IAM.
Build and deploy full-stack web and mobile apps with AWS Amplify Gen2 (TypeScript code-first).
AWS architecture expertise including Well-Architected Framework, account strategy, VPC and networking design, compute and serverless…
Authors, deploys, and troubleshoots AWS infrastructure using CDK with TypeScript or Python.
Builds, deploys, manages, debugs, configures, and optimizes serverless applications on AWS using Lambda, API Gateway, Step Functions…
Setup and initialization guide for developing AWS CDK (Cloud Development Kit) applications in Python.
Provides AWS CDK TypeScript patterns for defining, validating, and deploying AWS infrastructure as code.
Perform AWS operations via the CLI using static keys, IAM Identity Center, or SAML SSO.
Comprehensive AWS cloud services skill covering S3, Lambda, DynamoDB, EC2, RDS, IAM, CloudFormation, and enterprise cloud architecture…
Authors, validates, and troubleshoots AWS CloudFormation templates.
AWS CloudFormation patterns for DynamoDB tables, GSIs, LSIs, auto-scaling, and streams.