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compound-docs
Document solved problems for knowledge persistence
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testing security llm ai AI Skills
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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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GitHub
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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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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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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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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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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agent-architecture-patterns
Core architectural patterns for local AI agents (Reflection, Planning, Tool Use, Multi-Agent, Memory).
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GitHub
conversational-refinement
Pattern for building conversational refinement systems (like Genesis). Use when a module needs to gather evidence through natural dialogue to resolve uncertainties or incomplete data.
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start-tts
Start the TTS server in HTTP mode for audio generation
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GitHub
create-prompt
Expert prompt engineering for creating effective prompts for Claude, GPT, and other LLMs. Use when writing system prompts, user prompts, few-shot examples, or optimizing existing prompts for better performance.
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GitHub
creating-skills
Claude Agent Skillsを作成・改善するための支援ツール。ベストプラクティスに従ったSKILL.mdの構造化、段階的情報開示、テスト、反復改善をガイド。skillの新規作成や既存skillの改善が必要な時に使用。
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exa
Neural web search and code context via Exa AI API. Requires EXA_API_KEY. Use for finding documentation, code examples, research papers, or company info.
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GitHub
ascii-visualizer
Creates beautiful ASCII art visualizations for plans, architectures, workflows, and data. This skill should be used when explaining system architecture, creating implementation plans, showing workflows, visuali...
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GitHub
voice-reply
Generate voice replies using OpenAI TTS API and send audio responses.
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