GitHub
tool-design-pattern
Automatically applies when creating AI tool functions. Ensures proper schema design, input validation, error handling, context access, and comprehensive testing.
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Research AI Skills
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GitHub
brainstorm
Use when the user is exploring possibilities, asking for ideas, or expressing uncertainty. Trigger cues include "ideas", "alternatives", "what could we do", "brainstorm", "different approaches", "I'm not sure y...
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GitHub
troubleshooting-gpt-oss-and-vllm-errors
Use when diagnosing openai_harmony.HarmonyError or gpt-oss tool calling issues with vLLM. Identifies error sources (vLLM server vs client), maps specific error messages to known GitHub issues, and provides conf...
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GitHub
claude-tools
This skill provides knowledge about Claude tools (Prompts, Skills, Subagents, Commands, and MCPs). Use this skill when knowledge about Claude tools is needed, when the user mentions Claude tools or when the use...
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GitHub
prompting-patterns
Automatically applies when engineering prompts for LLMs. Ensures proper prompt structure, templates, few-shot examples, context management, and injection prevention.
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GitHub
rag-design-patterns
Automatically applies when building RAG (Retrieval Augmented Generation) systems. Ensures proper chunking strategies, vector database patterns, embedding management, reranking, and retrieval optimization.
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GitHub
agent-orchestration-patterns
Automatically applies when designing multi-agent systems. Ensures proper tool schema design with Pydantic, agent state management, error handling for tool execution, and orchestration patterns.
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GitHub
creating-skills
Creates new Agent Skills with proper YAML frontmatter, progressive disclosure architecture, and best practices. Use when the user asks to create a new skill, generate a skill template, or build custom capabilit...
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GitHub
pocketflow
PocketFlow framework for building LLM applications with graph-based abstractions, design patterns, and agentic coding workflows
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GitHub
placeholderapi
PlaceholderAPI - Minecraft plugin expansion system for placeholder text replacement
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GitHub
validating-openai-api-implementations
Use when reviewing OpenAI API usage, answering questions about OpenAI endpoints, or validating implementations against the official API specification. Provides expert knowledge on chat completions, embeddings,...
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GitHub
module-author
Generates module README.md with exercise planning table for CopilotTraining workshop modules. Researches URLs to understand new capabilities and creates strategic content outline. Use exercise-author skill to i...
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GitHub
databricks-apps
Databricks Apps deployment, debugging, and configuration management. Use when working with Databricks Apps issues including deployment failures, app configuration (app.yaml), granting permissions to SQL warehou...
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GitHub
documentation-loader
Automatically load and cache OnoCoro mandatory documentation (AGENTS.md, coding-standards.md, etc.) for AI agents. Supports manual triggers via /readmd command and auto-load on session start. Prevents context g...
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GitHub
human-resources
Human Resources skill for recruiting, onboarding, employee engagement, policies, performance management, and HR operations. Use when handling HR processes, recruiting, employee relations, or organizational deve...
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GitHub
trekker
Persistent task memory for AI agents across sessions
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GitHub
mcp-skill-generator
Convert MCP servers to Claude Code skills with progressive disclosure. Use when creating a skill from an MCP server, updating an existing MCP skill, or converting MCP documentation to skill format. Accepts MCP...
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GitHub
hierarchical-memory
Hierarchical memory architecture combining short-term, long-term, and episodic memory layers. Based on Mem0 research showing 26% accuracy improvement. Use for persistent knowledge, context management, and RAG o...
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GitHub
gemini
情報収集担当エージェント「Gemini」を起動します。中級者のリサーチエージェントとして、WEB検索・外部ドキュメント調査・API情報収集を担当します。
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GitHub
notebooklm-research
Deep research synthesis with audio overview generation
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GitHub
databuddy-ai-vercel
Use Databuddy LLM observability for Vercel AI SDK. Use when implementing LLM analytics, tracking AI model usage, monitoring token costs, or observing AI application performance.
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GitHub
make-skill-template
Create new Agent Skills for GitHub Copilot from prompts or by duplicating this template. Use when asked to "create a skill", "make a new skill", "scaffold a skill", or when building specialized AI capabilities...
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GitHub
debate-persona-generator
Generates three distinct expert challenger personas for multi-perspective debate. Each persona critiques from a different angle.
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GitHub
agent-discovery
Structured repository scanning and agent evaluation skill for discovering agents from the AI ecosystem
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