Transform vague ideas into implementation-ready specifications through structured interviewing. Use when user describes a new feature/product idea, has a problem to solve, needs to document requirements, or says things like "帮我梳理需求", "interview me about this", "细化这个想法", "spec out this project". Produces two artifacts - intent.md (technical spec for code agents) and overview.md (human-friendly summary for team).
Builds incident/PCN evidence packs with timelines, appeal drafts, corrective actions, and follow-up monitoring. USE WHEN handling PCNs or incidents needing documentation.
Generate a session briefing from development memory (events.jsonl, sessions.jsonl). Shows recent timeline, open questions, and suggested focus areas.
Resources for conversational interviews to create learner profiles. Used by project-interviewer agent during /init.
Technical documentation expert for clear, concise, user-friendly documentation and tutorials
Technical writing best practices including documentation structure, clear writing principles, API documentation, tutorials, changelogs, and markdown formatting. Use when writing documentation, creating READMEs, documenting APIs, or writing tutorials.
Generate comprehensive, publication-quality technical manuals with thematic storytelling using multi-agent orchestration. Use when user asks for themed documentation, narrative technical guides, memorable training materials, or mentions themes like Victorian, steampunk, art deco, medieval, or nautical combined with technical topics. Triggers on phrases like "create themed manual", "documentation with storytelling", or requests to make docs "more engaging" or "memorable".
Toolkit for creating an entertainingly stupid README that manages to give off Tim & Eric, Steve Brule vibes while maintaining a level of technical acumen that is expected of a modern open source project. This skill applies when users request a silly or absurd README.
Domain-specific configuration profiles for learning resource creation. Defines search strategies, special fields, terminology policies, and content structures for different academic domains: technology, history, science, arts, and general. Use when researcher or writer agents need domain-adapted behavior.
Skill for creating mockups with UI/UX trends without a designer. Designs HTML/CSS/JS prototypes that can be converted to Next.js components. Triggers: mockup, prototype, wireframe, UI design, 목업, モックアップ, 原型
Create publication-quality scientific diagrams using AI with smart iterative refinement. Uses AI quality review. Only regenerates if quality is below threshold for your document type. Specialized in neural network architectures, system diagrams, flowcharts, biological pathways, and complex scientific visualizations.
A guide to creating Claude Code Skills.
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Codex's capabilities with specialized knowledge, workflows, or tool integrations.
技能创建指南。当用户需要创建新技能（Skill）或更新现有技能时使用此技能。帮助扩展 Claude 在特定领域的专业能力。
This skill should be used when the user wants to "create a skill", "add a skill to plugin", "write a new skill", "improve skill description", "organize skill content", or needs guidance on skill structure, progressive disclosure, or skill development best practices for Claude Code plugins.
Research-driven critique and enhancement of Amelia architecture or ideas docs. Use with GPT-5.2 when given a design/architecture doc to analyze concepts, find sources, and propose improvements plus OSS candidates.
Explore complex, multi-faceted topics requiring deep understanding through a three-round iterative strategy with parallel subagents.
Manage learned patterns - list, view, archive, boost or penalize confidence. Use when you want to see what patterns Claude has learned, review pattern effectiveness, or manage the pattern library.
Use when saving or retrieving important patterns, decisions, and learnings across sessions. Triggers on keywords like "remember", "save pattern", "recall", "memory", "persist", "knowledge base", "learnings".
Teach Claude a new pattern, preference, or convention explicitly. Use when you want to save a correction, preference, or coding pattern for future sessions. Triggers on keywords like "remember this", "always do", "never do", "learn this pattern", "/learn".
Manage comprehensive Spanish learning system with A2 level support, vocabulary tracking, TTS integration, practice management, and deep search capabilities.
Multi-agent debate orchestration for Architecture Decision Records. Automatically triggers on ADR create/edit/delete. Coordinates architect, critic, independent-thinker, security, analyst, and high-level-advisor agents in structured debate rounds until consensus.
Guidelines for multi-agent AI and learning projects with lesson-based structures. Activate when working with AI learning projects, experimental directories like .spec/, lessons/ directories, STATUS.md progress tracking, or structured learning curricula with multiple modules or lessons.
LLM-powered documentation generation for narrative architecture docs, tutorials, and developer guides. Uses AI consultation to create contextual, human-readable documentation from code analysis and spec data.
