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skill-forge
Meta-skill creation and optimization system using pattern recognition, intelligent tool selection, and automated quality assurance.
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tools llm ai AI Skills
Discover tools llm ai skills, compare source repositories and read the instructions for each workflow.
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skill-creator
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 Claude's capabilities with specialized knowledge, workflows, or to...
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council
Consult external AI council (Gemini, Codex, Qwen, GLM-4.7) for thorough reviews and consensus-driven decisions. Use ONLY when explicitly invoked with "/council" or when user says "consult the council", "invoke...
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GitHub
agent-mlops
Production deployment and operationalization of AI agents on Databricks. Use when deploying agents to Model Serving, setting up MLflow logging and tracing for agents, implementing Agent Evaluation frameworks, m...
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GitHub
mosaic-ai-agent
Expert guidance for building production-ready tool-calling agents with Databricks Mosaic AI Agent Framework. Use when users need to create agents that orchestrate multiple data sources or APIs, implement LangCh...
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genie-integration
Integrate Databricks Genie rooms as tools in agent workflows. Use when integrating Genie spaces with AI agents, querying Genie rooms programmatically via SDK or MCP, managing Genie conversations and polling, ha...
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ralph
Set up Ralph for autonomous feature development. Use when starting a new feature that Ralph will implement. Triggers on: ralph, set up ralph, start ralph, new ralph feature, ralph setup. Chats through the featu...
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greeting-generator
Generates personalized greetings for emails, messages, and announcements. Use when the user asks for help writing greetings, welcomes, or introductions.
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architecture-check
This skill should be used for quick inline architecture validation during coding. Use when the user asks "is this the right pattern?", "should this be async?", "does this follow BasePlaneFacade?", or similar qu...
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neuro-check
This skill should be used for quick inline brain-faithfulness validation during coding. Use when the user asks "is this brain-faithful?", "is this naming correct?", "should this be driver or modulator?", or sim...
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implementation-planning
Create technical implementation plans from specifications with intelligence-backed architectural decisions. Use when specification exists and user mentions tech stack, architecture, implementation approach, or...
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define-product
Create user-centric product definitions by analyzing the repository, inferring product goals and user needs, clarifying ambiguities through structured questioning, and generating comprehensive product.md docume...
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GitHub
specification-creation
Create technology-agnostic feature specifications using intelligence-first queries. Use when user describes what they want to build, mentions requirements, discusses user needs, or says "I want to create/build/...
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prompt-iteration
Use when iteratively improving agent prompts through automated LLM-as-Judge evaluation. Runs eval→fix→commit loop with circuit breakers.
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strategist-cooperation
Guides effective collaboration with the strategist agent—a remote expert providing unbiased advice on complex architectural decisions, trade-offs, and problems where you're stuck or need outside perspective. Th...
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consult
Use this skill when Claude needs an outside perspective on complex problems, is stuck on a technical challenge, needs validation of an approach, or wants consultation on architectural decisions. Provides access...
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add-note
Use this skill whenever important information is learned during a task or when the user explicitly asks to store something. Use when users ask to remember. Triggers on "remember this", "update memory", "share"...
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GitHub
skill-creator
创建有效技能的指南。当用户想要创建新技能（或更新现有技能）以通过专业知识、工作流程或工具集成来扩展 Claude 能力时，应使用此技能。
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report-keeping
Track task steps and write reports to preserve context across agent sessions and avoid forgetting user intentions.
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GitHub
building-rag-systems
Build Retrieval Augmented Generation (RAG) systems for AI applications. Use when creating document Q&A systems, knowledge bases, semantic search, or any application combining retrieval with LLM generation. Trig...
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GitHub
scaffolding-openai-agents
Build AI agents with OpenAI's API. Use when creating tool-calling agents, multi-step reasoning systems, function calling implementations, or autonomous AI workflows. Triggers include "OpenAI agent", "function c...
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fastapi
Comprehensive FastAPI development skill for building Python web APIs from hello world to production-ready applications. Use when building REST APIs, implementing authentication, integrating databases, adding We...
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GitHub
backend-development
Backend API design, database architecture, microservices patterns, and test-driven development. Use for designing APIs, database schemas, or backend system architecture.
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GitHub
python-development
Modern Python development with Python 3.12+, Django, FastAPI, async patterns, and production best practices. Use for Python projects, APIs, data processing, or automation scripts.
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