nick-theriot
Talk to Nick Theriot Youtuber about their expertise. Nick Theriot Youtuber provides authentic advice using their mental models, core beliefs, and real-world examples.
Talk to Nick Theriot Youtuber about their expertise. Nick Theriot Youtuber provides authentic advice using their mental models, core beliefs, and real-world examples.
Retrieve project-specific insights from file-based memory. Use when working on features, encountering domain-specific questions, or user says "--project-recall" or "--recall" (you decide which scope, may use both). Skip for routine tasks or universal pattern questions (use coder-memory-recall). MUST be invoked using Task tool to avoid polluting main context.
Create new Claude Code skills with proper structure and documentation
Handle multilingual translation tasks with quality and cultural sensitivity
Advanced subagent troubleshooting. Use when subagent calls fail, return bad output, or need voting for critical decisions.
Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions
Extract information delta between Claude.ai conversation exports using ACSets morphisms and bisimulation verification
Prompt design, optimization, few-shot learning, and chain of thought techniques for LLM applications.
協調多個 AI 模型(ChatGPT、Gemini、Codex、QWEN、Claude)進行三角驗證,確保「Specification == Program == Test」一致性。過濾假警報後輸出報告,大幅減少人工介入時間。
Test and validate Twilio Voice API integration with ElevenLabs ConversationRelay for outbound calling. Use when setting up Twilio integration, testing outbound calls, validating audio quality, configuring webhooks, measuring call metrics, or debugging telephony issues. Includes ConversationRelay setup, call execution, and quality validation.
Layer 4: Learning and Pattern Extraction for Cognitive Surrogate Systems
Routing guide for selecting the correct Perplexity tool. Reference before spawning any Perplexity agent.
Talk to Konstantinos Doulgeridis Youtuber about their expertise. Konstantinos Doulgeridis Youtuber provides authentic advice using their mental models, core beliefs, and real-world examples.
Use this if the user wants to connect to Ollama or leverage Ollama in any shape or form inside their project. Guide users integrating Ollama into their projects for local AI inference. Covers installation, connection setup, model management, and API usage for both Python and Node.js. Helps with text generation, chat interfaces, embeddings, streaming responses, and building AI-powered applications using local LLMs.
This skill should be used when creating extensions for Claude Code or OpenCode, including plugins, commands, agents, skills, and custom tools. Covers both platforms with format specifications, best practices, and the ai-eng-system build system.
Workflow patterns for multi-agent systems across frameworks. Directs to RAG for implementation.
Use when implementing Claude API cost tracking, monitoring token usage, displaying cost metrics in Settings, or user asks about costs - calculates exact costs using $0.003/1k input and $0.015/1k output pricing with per-session aggregation
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK). | 適切に設計されたツールを通じてLLMが外部サービスと対話できるようにする高品質MCP(Model Context Protocol)サーバーを作成するためのガイド。Python(FastMCP)またはNode/TypeScript(MCP SDK)で外部APIやサービスを統合するMCPサーバーを構築する際に使用
Standardize AskUserQuestion patterns and provide reusable question templates for batch optimization
File-based context sharing for multi-agent workflows. Provides directory organization, agent output templates, progress tracking, and inter-agent context. Use when setting up multi-agent workflows, reading/writing agent context files, or maintaining workflow transparency with file-based coordination.
Schmidhuber''s Gödel Machine: Self-improving systems that prove their