Clean code and maintainability best practices and AI agent skill for Next.js portfolio websites.
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Observe Before Editing
Every product will be AI-powered. The question is whether you'll build it right or ship a demo that falls apart in production. This skill covers LLM integration patterns, RAG architecture, prompt...
Every product will be AI-powered. The question is whether you'll build it right or ship a demo that falls apart in production. This skill covers LLM integration patterns, RAG architecture, prompt...
Every product will be AI-powered. The question is whether you'll build it right or ship a demo that falls apart in production. This skill covers LLM integration patterns, RAG architecture, prompt...
Every product will be AI-powered. The question is whether you'll build it right or ship a demo that falls apart in production. This skill covers LLM integration patterns, RAG architecture, prompt...
Every product will be AI-powered. The question is whether you'll build it right or ship a demo that falls apart in production. This skill covers LLM integration patterns, RAG architecture, prompt...
Building AI-powered personalization systems: recommendation engines, collaborative filtering, content-based filtering, user preference learning, cold-start solutions, and LLM-enhanced personalized...
Friendly onboarding when users ask about capabilities
Search Tool Hierarchy
Comprehensive patterns for AI-powered document understanding including PDF parsing, OCR, invoice/receipt extraction, table extraction, multimodal RAG with vision models, and structured data...
Research agent for external documentation, best practices, and library APIs via MCP tools
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Goal-based workflow orchestration - routes tasks to specialist agents based on user goals
TDD workflow for migrations - orchestrate agents, zero main context growth
Write reliable prompts for Agentica/REPL agents that avoid LLM instruction ambiguity
Systematically reduces AI detection rate and adds human touch through three-pass proofreading (content, style, details). Use when proofreading articles, reducing AI flavor, when content feels...
Ultimate Bug Scanner - Pre-commit static analysis for AI coding workflows. 18 detection categories, 8 languages, 4-layer analysis engine. The AI agent's quality gate.
Build production AI agents with Pydantic AI: type-safe tools, structured output, embeddings, MCP, 30+ model providers, evals, graphs, and observability.