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Use this skill when the user wants to call different LLM models through OpenRouter's unified API, compare model responses, track costs and response times, or find the best model for a task. Triggers include requests to test models, benchmark performance, use specific providers (OpenAI, Anthropic, Google, etc.), or optimize for speed/cost.
Use when reviewing code for AI-generated quality issues, detecting patterns of low-quality AI output, or auditing codebases with significant AI-assisted development. Provides systematic detection, prevention, and remediation strategies with human oversight and CI/CD integration. Triggers on "AI-generated code", "code quality", "AI slop", "review code", "detect AI patterns", "audit codebase", "quality issues", "slopsquatting", "hallucinated packages".
Consult other AI models via GitHub Copilot CLI for second opinions, thorough analysis, or alternative perspectives. Supports Gemini 3 Pro Preview (gemini), Claude Opus 4.5 (opus), Claude Sonnet 4.5 (sonnet) and GPT-5.1-Codex-Max (codex). Use when user explicitly requests, when needing detailed analysis, when requiring additional help with an especially complex task, or when seeking alternative model perspectives.
Azure AI Speech Fast Transcription - Transcribe contact center calls with speaker identification using stereo channel separation or mono diarization. Returns results synchronously and faster than real-time.
Orchestrate workflows across multiple AI models (Perplexity, GPT, Grok, Claude, Gemini) for comprehensive security research, competition execution, and strategic analysis using GUI interfaces or API automation
Standardize AskUserQuestion patterns and provide reusable question templates for batch optimization
Create new AI agent implementations for the Yui Protocol system. Use when adding agents like Yui, Eiro, Kanshi.
Scaffolds new Claude Code skills with proper structure, templates, and best practices. Use when creating custom skills for workflows, automation, or domain-specific tasks.
python-telegram-bot library for building Telegram bots. Use for handlers, callbacks, inline keyboards, conversations, and bot commands.
Use Grok AI (grok.com) to search and research topics via browser automation. Triggers on "use grok to search", "ask grok", "grok research", "search with grok", or when user wants real-time X/Twitter data analysis, trending topics, or AI-powered web research.
Build and deploy this Next.js LangChain agent application. Use when building, deploying, or preparing the project for production.
Transform research ideas into actionable experiments with hypotheses, iteration rewards, and completion criteria. Use when brainstorming experiments, designing research plans, converting vague ideas into structured plans, or needing fast feedback signals for implementation. Triggers on phrases like "brainstorm experiments", "design an experiment", "what should I test", "turn this idea into an experiment", or "help me plan research".
Guide for creating effective Agent Skills during Spec Kit planning. Use when users want to create a new skill, update an existing skill, or when running /speckit.specify to create tech-stack-specific skills. Extends Copilot's capabilities with specialized knowledge, workflows, or tool integrations.
Complete deployment guide for Dr. Sophia AI on Railway. Covers environment-aware build system, frontend dist/ compilation, backend auto-deploy, Railway configuration, troubleshooting build/deployment issues. Use when deploying to Railway, building frontend for production, debugging deployment failures, or setting up environment variables.
Use when "DSPy", "declarative prompting", "automatic prompt optimization", "Stanford NLP", or asking about "optimizing prompts", "prompt compilation", "modular LLM programming", "chain of thought", "few-shot learning"
Best practices for developing Claude Code skills with progressive disclosure and proper organization. WHEN: MUST use when improving existing skills. Invoke with "/claude-skill-development" or "improve skill", "skill best practices", "organize skill content". WHEN NOT: Creating new skills from scratch (use claude-skill-creator), creating other plugin components.
Build RAG (Retrieval-Augmented Generation) agents with Google ADK and Vertex AI RAG Engine. Use when implementing document Q&A, knowledge base search, or citation-backed responses. Covers VertexAiRagRetrieval tool, corpus setup, and citation formatting.
