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multi-agent-patterns
Design multi-agent architectures for complex tasks. Use when single-agent context limits are exceeded, when tasks decompose naturally into subtasks, or when specializing agents improves quality.
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research llm ai AI Skills
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frontend-design-pro
Creates jaw-dropping, production-ready frontend interfaces AND delivers perfectly matched real photos (Unsplash/Pexels direct links) OR flawless custom image-generation prompts for hero images, backgrounds, and...
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reflect
Analyze the current session and propose improvements to skills. Run after using a skill to capture learnings. Use when user says "reflect", "improve skill", "learn from this", or at end of skill-heavy sessions.
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write-skill
Use when creating a new skill or updating an existing skills that extends Claude's capabilities.
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create-skill
Creates new Claude Skills following official format and learning-infra monorepo structure. Guides through Skill creation workflow, validates format, and ensures proper organization (control-plane/, shared/, inf...
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brief
Generate a project brief to use for a ralph loop. Triggers on: create a ralph brief, write brief for ralph, plan my ralph loop.
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ai-sdk-5
Vercel AI SDK 5 patterns. Trigger: When building AI features with AI SDK v5 (chat, streaming, tools/function calling, UIMessage parts), including migration from v4.
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audio-gen
Generate audiobooks, podcasts, or educational audio content on demand. User provides an idea or topic, Claude AI writes a script, and ElevenLabs converts it to high-quality audio. Supports multiple formats (aud...
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compound-docs
Document solved problems for knowledge persistence
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spawn-parallel
Pattern for spawning parallel subagents efficiently. Use when you need multiple independent tasks done concurrently.
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layer-components
Use when creating or modifying code in nomarr/components/. Components contain heavy domain logic (ML, analytics, tagging). Only ml/backend_essentia.py may import Essentia.
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starship
Cross-shell prompt configuration and installation guide.
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scribe-sys
Generatore di System Prompt e Istruzioni AI (Archetipo OCC).
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GitHub
grading
Grade student submissions with intellectual rigor and pedagogical depth. Produce scores, teach clear thinking and effective writing, and provide actionable feedback.
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handover-session
AIモデル間や作業セッション間での円滑な引継ぎのためのドキュメント・プロンプトを作成する
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lessons-extractor
Extracts lessons learned from Claude Code session logs into organized markdown and JSONL files
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setup-ralph
Setup the Ralph autonomous AI coding loop - ships features while you sleep
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hybrid-architecture
LUTAGU AI 混合架構與模型路由策略。 當用戶詢問 "Hybrid Engine"、"AI 架構"、"模型選擇"、 "MiniMax"、"Gemini"、"Dify" 或 "決策邏輯" 時觸發此 Skill。
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GitHub
ask-user
Pattern for effectively interacting with users to gather information or get decisions. Use when you need user input.
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agent-builder
Provides guidance for building and deploying Claude Agent SDK agents and Claude Code Skills. Use when designing agents (dev or non-dev), choosing architectures/tools, or deploying to a VPS.
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GitHub
learning-faq-generator
Generate comprehensive FAQs from common learner questions, analytics, discussion forums, and support tickets. Use for self-service support. Activates on "FAQ", "common questions", "help documentation", or "stud...
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GitHub
prompt-template-designer
Design reusable prompt templates that encode domain-specific patterns for recurring AI tasks. Use when you've executed similar prompts 2+ times and need to capture the pattern as reusable intelligence. NOT for...
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GitHub
ai-runtime-toolkit
AI Runtime工具装备系统，支持8个内部专业工具和10+个外部CLI工具的整合管理，提供工具发现、执行和配置功能，遵循整合优于创造的设计理念
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GitHub
context-engineering-2026
Optimización de prompts mediante Primacy/Recency, higiene de contexto y compresión de tokens.
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