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Testing strategy, code quality standards, and authentication patterns for a Next.js app with Clerk auth

AI agent system for researching software vulnerabilities. Follows implementation plan, maintains project status, and adheres to strict code quality and testing standards.

Development context and architecture guide for AimAssist WPF command launcher project

Multi-factor health analysis using INDRA bio-ontology and structural causal models to discover synergistic interventions across interconnected conditions

AI assistant for developing a web-based procedural 3D geometry system with visual node editor, Three.js rendering, and AI-powered generation capabilities.

Audio-reactive LED system with beat detection using FHT (Fast Hartley Transform) on Arduino Nano. Features glitch effects, dimming control, and adaptive beat tracking.

Development guidelines for a multilingual travel guide platform starting with Taiwan/Taipei, featuring restaurant translations, itineraries, and community features

Expert guidance for building and extending a WordPress plugin with dynamic surveys, conditional logic, templates, and participant management

Converts GitHub repository CLAUDE.md AI assistant guide files into properly formatted SKILL.md files for the KillerSkills marketplace

Expert guidance for working with RetroToolbox - a React-based retro arcade game collection with modular architecture, static port configuration, and comprehensive testing protocols.

Build a competitive baseline for CAFA-6 protein function prediction using ESM-2 embeddings and multi-task learning. Implements a two-stage approach: pre-compute embeddings once, then rapidly iterate on classifiers.

Expert assistant for a SwiftUI iOS dice-rolling game timer that tracks team performance across multiple rounds with precise timing and statistics.

Build production-ready RAG pipelines and AI agents with Haystack, an open-source LLM framework. Connect models, vector databases, and components into customizable pipelines for retrieval-augmented generation, semantic search, and question answering.

AI-powered report generation system with document processing, workflow orchestration, and multi-provider LLM integration

Expert guidance for developing Projeto Apoteose, a vanilla JavaScript browser-based cultivation/immortal progression game with modular architecture and no build process.

Guidance for working with swift-netcdf, a Swift wrapper for the NetCDF C library with type-safe APIs and proper resource management

A lightweight WSGI web application framework for building Python web applications quickly and easily, with the ability to scale to complex systems.

Guidance for working with LTQ, a lightweight async-first task queue built on Redis with a middleware pattern for cross-cutting concerns.

Comprehensive Aider setup with AWS Bedrock Claude integration, Dracula theme, and optimized Python/React development settings

Track experiments, evaluate models, manage ML lifecycle, and deploy AI applications using MLflow platform