vibe-writing
AI辅助写作工作流,通过四阶段流程(学习→结构→写作→成稿)帮助用户高效创作。适用于:(1) 写文章/博客/报告时需要整理思路,(2) 有想法但不知如何组织结构,(3) 需要通过对话激发灵感,(4) 希望AI辅助但保持内容控制权。触发词:写作流程、vibe writing、知识卡片、内容创作、文章结构化
AI辅助写作工作流,通过四阶段流程(学习→结构→写作→成稿)帮助用户高效创作。适用于:(1) 写文章/博客/报告时需要整理思路,(2) 有想法但不知如何组织结构,(3) 需要通过对话激发灵感,(4) 希望AI辅助但保持内容控制权。触发词:写作流程、vibe writing、知识卡片、内容创作、文章结构化
Multi-Platform AI Ecosystem Architect - Master skill for creating ecosystem components across Claude Code, Codex, Auggie, Kilocode, Goose, Gemini-CLI
Creates comprehensive skill documents that define specialized Claude capabilities. Use when creating new skills, documenting reusable AI behaviors, establishing automated task patterns, or building autonomous capabilities. Takes skill name, plugin, and optional instructions to generate complete skill files with frontmatter and orchestration logic.
This skill should be used when the user asks to "build an AI assistant", "create a chatbot", "make an agent that does X for me", "design a copilot feature", "automate this workflow with AI", or requests delegation-style AI features. Offers a reframe from copilot patterns (conversation, delegation) to HUD patterns (ambient awareness, perception augmentation).
Enterprise Clerk Authentication Platform with AI-powered modern identity architecture, Context7 integration, and intelligent user management orchestration for scalable applications
Search the web using OpenAI Codex CLI to find current documentation, best practices, solutions, and technical information. Use when the user needs to research libraries, find API documentation, troubleshoot errors, or learn about new technologies. Requires Codex CLI installed.
External AI code review using Codex or Gemini. Reads project.yaml to determine which provider to use for frontend vs backend tasks. Includes hallucination detection to avoid blindly applying AI suggestions.
Assess and improve repository AI coding proficiency and context engineering maturity. Use when users ask about: (1) AI readiness or AI maturity assessment, (2) context engineering quality or improvement, (3) CLAUDE.md, .cursorrules, or copilot-instructions files, (4) measuring how well a repo is prepared for AI coding assistants, (5) recommendations for improving AI collaboration, (6) what context files to add, or (7) comparing their repo to AI proficiency best practices.
Enterprise Claude Code context window optimization with 2025 best practices: aggressive clearing, memory file management, MCP optimization, strategic chunking, and quality-over-quantity principles for 200K token context windows.
Specialized skill for integrating AI features using OpenAI API. Use when implementing chatbots, content generation, or AI-powered educational features.
Use when generating multiple curriculum-aligned concept files in parallel (5+ concepts) - researches curriculum, creates concept list, spawns parallel generation agents, orchestrates review loop until all pass
LangGraph framework for building stateful, multi-step AI agents with graph-based workflows, persistence, and human-in-the-loop support.
Download Claude Code templates from aitmpl.com (GitHub API). Use PROACTIVELY to search and install agents, commands, skills, mcps, settings, hooks, and plugins.
ML research for RAN with reinforcement learning, causal inference, and cognitive consciousness integration. Use when researching ML algorithms for RAN optimization, implementing reinforcement learning agents, developing causal models, or enabling AI-driven RAN innovation.
Behavioral principle ensuring Claude never guesses when uncertain. Use when Claude's response involves facts it cannot verify, technical claims, or any statement where accuracy matters. Complements resolve-ambiguity skill.
Synchronize project CLAUDE.md with recent codebase changes by analyzing git history, reviewing against official Anthropic best practices using parallel agents, and proposing comprehensive updates. Use when CLAUDE.md is outdated or doesn't exist.
Agent creation guidelines and protocols for eliminating ambiguity while preserving flexibility. Provides agent architecture patterns, security guardrails, permission tiers, and orchestration patterns. Includes agent archetypes and integration guidelines. Scope: agent creation, agent structure, security patterns, orchestration. Excludes: skill creation, command creation (handled by component-specific skills). Triggers: agent, create agent, orchestrate, new agent.
Build Claude Code framework components (agents, slash commands, skills, plugins) following standardized templates. Use when creating new agents, commands, skills, or plugins for the multiagent framework.
Chat endpoints, embeddings, RAG workflows, vector search