Build new Next.js applications or migrate existing frontends (React, Vue, Angular, vanilla JS, etc.) to Next.js + shadcn/ui with systematic analysis and conversion. Enforces shadcn design...
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Review identity and access management using NIST SP 800-63B guidelines with MFA enforcement, password policy, and least privilege validation.
websockets
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Implement real-time bidirectional communication with Socket.io and ws library for chat, notifications, and live dashboards
git
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Generic git operations for any GitHub repositories - commit, push, pull, PR creation with GitHub CLI integration
gemini-text
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Generate text content using Google Gemini models via scripts/. Use for text generation, multimodal prompts with images, thinking mode for complex reasoning, JSON-formatted outputs, and Google...
coding-patterns
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Modern coding patterns for clean, maintainable code - use before implementing complex logic; includes orchestration, pure functions, function decomposition, vertical slice, composition, DI, SOLID,...
flask
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Add and manage evaluation results in Hugging Face model cards. Supports extracting eval tables from README content, importing scores from Artificial Analysis API, and running custom model...
Expert in secure backend coding practices specializing in input
Expert in secure backend coding practices specializing in input
Expert in secure backend coding practices specializing in input
Expert in secure backend coding practices specializing in input
Add and manage evaluation results in Hugging Face model cards. Supports extracting eval tables from README content, importing scores from Artificial Analysis API, and running custom model...
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Provides PyTorch-native distributed LLM pretraining using torchtitan with 4D parallelism (FSDP2, TP, PP, CP). Use when pretraining Llama 3.1, DeepSeek V3, or custom models at scale from 8 to 512+...
Configure API gateways for routing, authentication, rate limiting, and request/response transformation. Use when deploying microservices, setting up reverse proxies, or managing API traffic.
text-translator
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Translate text content to target language. For Markdown files, preserves structure and code. Triggers on "translate to", "ηΏ»θ―ζ", "convert to". Supports any language Claude understands.
project-planning
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Validate NIST SP 800-53 control implementation with evidence mapping, gap analysis, automated testing, and compliance reporting across 20 control families.
Design MongoDB architectures with document modeling, indexing (ESR rule), sharding, aggregation pipelines, replica sets, and WiredTiger tuning.