Gather structured information from the user through framework-aware questioning. Use when you need to elicit process context, requirements, constraints, or decisions. Triggers on "gather requirements", "elicit context", "structured questions", "need to understand".
Plan and architect a single chapter at beat-level granularity. Use when you have a chapter from the Architecture Document and need to create a detailed outline before drafting. Produces a Chapter Outline Document for use by draft-coach or ghostwriter.
Use when discussing architecture, adding features, or understanding fancai project structure. Provides technology overview and conventions.
Develop ebook ideas into structured concepts ready for architecture. Use when the user has an ebook idea (from a brainstorm document, existing content to repurpose, a book section to extract, or a fresh concept) and wants to develop it into a clear, validated concept. Produces an Ebook Concept Document with reader, transformation, promise, content source, scope/format, and key topics. Handles multi-session development with living documents.
Analyze videos with Gemini and get build instructions for Claude. Supports YouTube URLs, GIFs, screen recordings, and local video files. Use when user shares a video/GIF and wants to understand how to build it, clone a UI, reverse engineer a product, or extract tutorial steps. Triggers on "watch this video", "clone this", "reverse engineer", "how do I build this", "analyze this demo".
<1-2 sentences, include trigger keywords, max 1024 chars>
This skill should be used when the user asks to "create mermaid diagram", "add visuals to slides", "suggest stock photos", "generate AI image prompts", "create diagram for presentation", "design visual theme", or needs guidance on diagram types, color palettes, image selection, or AI image generation prompting for presentations.
This skill should be used when the user asks to "创建大纲", "outline", "文章结构规划", "plan article structure", or needs help structuring their content before writing. Provides collaborative outline creation with interactive questioning and research gap identification.
Generates professional diagrams for educational flashcards using Python (matplotlib) or Mermaid syntax. Automatically selects the best visualization tool based on diagram type. Use when creating visual aids for flashcards or adding diagrams to learning materials.
This skill should be used when the user asks to "create a secondbrain", "scaffold knowledge base", "init documentation portal", "set up second brain", "create TDA project", or mentions wanting to build a personal knowledge management system with VitePress and microdatabases.
Externalize detailed memory to Memory Bank before conversation summarization to prevent context loss. Triggers: CP, checkpoint, save, 存檔, 記一下, 保存, sync memory, dump, 先記著, 等一下, 要離開, 暫停, pause, 儲存進度, 怕忘記.
Retrieve universal coding patterns from file-based memory. Use when starting complex tasks, encountering unfamiliar problems, or user says "--coder-recall" or "--recall" (you decide which scope, may use both). Skip for routine tasks or project-specific questions (use project-memory-recall). This Skill MUST be executed using Task tool with subagent_type="general-purpose". Runs in separate context to avoid polluting main conversation.
Review AI prompts and instructions for conciseness and clarity. Use when reviewing skills, CLAUDE.md, slash commands, or any LLM prompt content.
Store universal coding patterns into vector database. Auto-invokes after difficult tasks with broadly-applicable lessons. Trigger with "--store" or when user expresses frustration (strong learning signals). Uses true two-stage retrieval with MCP server v2.
Retrieve relevant episodic context from memory for informed decision-making. Use when you need past episodes, patterns, or solutions to similar tasks.
Analyze Claude Code session transcripts to improve existing skills or create new ones. Use when you want to review a past session to identify what worked, what didn't, and how to enhance skill documentation. Extracts session data and provides structured analysis prompts. Triggers on "improve skill", "analyze session", "review session", "skill improvement", "create skill from session", "skill not working", "skill missed", "skill didn't trigger", "enhance skill", "refine skill", "skill feedback", "session transcript", "what went wrong", "skill optimization", "better triggers".
Consult the Small Council - a multi-LLM deliberation system that gathers independent answers from multiple frontier AI models, has them anonymously rank each other's responses, then synthesizes a consensus answer. Use for complex coding questions, architectural decisions, code reviews, debugging challenges, or when you want multiple expert perspectives. Trigger when user mentions "small council", "ask the council", "consult the council", or wants multi-model deliberation on code.
Provide help with the Dialogue Framework. Triggers on "how does dialogue work", "what commands", "explain phases", "framework help", "what can you do".
Comprehensive guide for understanding and fixing skill structure issues. Use this skill when skills aren't loading, when creating new skills, when organizing skills for open-source vs personal use, or when troubleshooting Claude Code skill discovery. Covers flat hierarchy requirement, SKILL.md structure, bundled resources, gitignore patterns, and the personal- prefix convention.
生成高质量 Anki 闪卡，遵循原子化原则和认知科学最佳实践。输出 simple-anki-sync 兼容的 markdown 表格。当用户说「生成 Anki 卡片」「做卡片」「帮我记忆」「做闪卡」「学习卡片」「背诵卡」「记忆这个」时触发。
Author and improve Agent Skills following the agentskills.io specification. Use when creating new SKILL.md files, modifying existing skills, reviewing skill quality, or organizing skill directories with proper naming, descriptions, and progressive disclosure.
Navigate and understand the EvaAPI codebase structure. Use when searching for models, services, controllers, migrations, or any code related to Eva database entities. Helps locate where specific features are implemented.
Validate skills against best practices for YAML frontmatter, structure, content standards, file organization, and security. Use when creating new skills, updating existing skills, before packaging skills, reviewing skill quality, or when user mentions "validate skill", "check skill", "skill best practices", "skill review", or "lint skill".
Query and analyze the Legislature (M2) QA database using PowerShell functions. Use when working with committees, committee meetings, bills, legislators, or any Legislature/M2 application data in the QA environment.
