Auto-activates when coordinating sequential validation specialists with
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Build event-driven architectures on AWS serverless infrastructure. Designs event flows, integrates Lambda with event sources, and manages distributed systems.
aws-serverless-eda
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AWS serverless and event-driven architecture expert based on Well-Architected Framework. Use when building serverless APIs, Lambda functions, REST APIs, microservices, or async workflows. Covers...
google-adk
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Develop agentic software and multi-agent systems using Google ADK in Python
Evaluate routine and class design quality using Code Complete checklists (43 items). Use when designing routines or classes, reviewing class interfaces, choosing between inheritance and...
md-download
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下载 Markdown 文件中的音视频和图片附件并本地化嵌入 Obsidian。支持 YouTube 视频、Patreon 视频、SoundCloud 音频、网络图片，可选下载字幕。Download SoundCloud audio, YouTube videos, Patreon videos, and web images from markdown files and embed...
dast-automation
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Automated Dynamic Application Security Testing (DAST) using Playwright MCP for browser-based security scanning. Performs blackbox/greybox security testing on single or multiple domains with...
paper-writer
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Build end-to-end ML pipelines with automated data processing, training, validation, and deployment using Airflow, Kubeflow, and Jenkins
Design serverless function deployments for AWS Lambda, Azure Functions, and Google Cloud Functions with event sources, IAM, and cold start optimization.
sf-flow
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Advanced GitHub Actions workflow automation with AI swarm coordination, intelligent CI/CD pipelines, and comprehensive repository management
Advanced GitHub Actions workflow automation with AI swarm coordination, intelligent CI/CD pipelines, and comprehensive repository management
implement_plan_micro
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Implement technical plans from thoughts/shared/plans with verification
implement_plan_micro
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Implement technical plans from thoughts/shared/plans with verification
Use when working with error debugging multi agent review
Use when working with error debugging multi agent review
Use when working with error debugging multi agent review
Use when working with error debugging multi agent review
Use when working with performance testing review multi agent review