Expert knowledge about xling CLI tool for managing AI tools (Claude Code, Codex, Gemini) and executing AI prompts with multi-provider support. Use when user asks about xling commands, configuration, or workflows.
This skill should be used when the user asks about "[VOICE] tag", "voice notification", "TTS settings", "speech rate", "voice language", "text-to-speech", or mentions CVI configuration. Also use this skill when completing tasks to provide voice notification summaries.
Agent Skills formal specification for cross-platform compatibility. Ensures skills are evolutionarily robust across Claude, Codex, Cursor, Amp, and future agents.
Session start bootstrap. Use this skill at the beginning of EVERY new session, before answering anything else. Purpose: load persistent user memory from the repo-root memories.md file (create it if missing), then apply it to the rest of the session. If this is not a new session, only use this skill when memory is relevant or when the user asks to remember or forget something.
Generate complete, production-ready MCP (Model Context Protocol) servers with automatic setup, configuration, and Claude Code integration
Creates and validates Claude Code Agent Skills. Use when the user asks to "create a skill", "make a new skill", "define a skill", "write SKILL.md", "set up skill directory", "validate skill structure", or mentions creating reusable agent capabilities.
Develop apps/openai-serve (Go). Keep OpenAI gateway behavior correct and avoid logging prompts/outputs.
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
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.
