GitHub
mcp-2025-patterns
Current best practices for Model Context Protocol server design, implementation, and integration. Updated patterns for 2025 MCP ecosystem including multi-server orchestration, security, and performance.
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GitHub
kubernetes-ai-expert
Deploy and operate AI workloads on Kubernetes with GPU scheduling, model serving, and MLOps patterns
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GitHub
finops-ai-expert
Cost optimization for AI workloads - model selection, GPU sizing, commitment strategies, and multi-cloud cost management
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GitHub
claude-sdk-expert
Build autonomous AI agents using Claude Agent SDK with computer use, tool calling, MCP integration, and production best practices
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GitHub
rag-expert
Expert in Retrieval-Augmented Generation systems - knowledge bases, chunking strategies, embedding optimization, and production RAG architectures
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GitHub
huggingface-model-trainer
Train and fine-tune LLMs using HuggingFace TRL, Transformers, and cloud GPU infrastructure with SFT, DPO, GRPO methods
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GitHub
azure-ai-services-expert
Build AI applications on Azure using Azure OpenAI, Cognitive Services, and ML services with enterprise patterns
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GitHub
agentic-orchestration
Patterns for multi-agent coordination, task decomposition, handoffs, and workflow orchestration. Best practices for building and managing agent systems.
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GitHub
architecture-diagramming-expert
Create professional architecture diagrams using D2, Draw.io, Mermaid, and OCI official icons for enterprise-grade visualizations
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GitHub
nvidia-nim
NVIDIA NIM inference microservices for deploying AI models with OpenAI-compatible APIs, self-hosted or cloud
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GitHub
aws-ai-services-expert
Build AI applications on AWS using Bedrock, SageMaker, and AI/ML services with best practices for enterprise deployment
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GitHub
ai-security-expert
Enterprise AI security - OWASP LLM Top 10, prompt injection defense, guardrails, PII protection
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GitHub
multi-cloud-ai-architect
Design and deploy AI workloads across AWS, Azure, GCP, and OCI with intelligent routing, cost optimization, and cross-cloud patterns
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GitHub
enterprise-ai-patterns
Production-grade AI architecture patterns for enterprise - security, governance, scalability, and operational excellence
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GitHub
genai-dac-specialist
Expert in OCI Generative AI Dedicated AI Clusters - deployment, fine-tuning, optimization, and production operations
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GitHub
work-summary-updater
Update work_index/index.json and index.json based on recent work folder activity and work_index.db. Use at the end of a task.
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GitHub
git-operations
Workflow for using GitHub MCP + git to create private repos, sync main via git switch, branch safely, push without touching main, and open PRs. Use for any task that needs Git branching/publishing guidance.
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GitHub
slack-reply
Guidance for responding through Slack MCP: immediate acknowledgements, progress cadence, thread discipline, message templates, and failure handling. Use whenever Codex must reply to Slack mentions or share prog...
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GitHub
work-logger
Record per-task work logs into each work folder's SQLite DB and update the global work_index.db summary after meaningful steps. Use whenever work starts or finishes.
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GitHub
marimo-inspect
This skill should be used when inspecting marimo notebook execution results. Triggers include: - Checking notebook output - Viewing execution results - Reading __marimo__ HTML snapshots - Debugging notebook er...
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GitHub
marimo-editor
This skill should be used when working with marimo reactive notebooks for data science and analytics. Triggers include: - Creating new marimo notebooks - Converting Jupyter notebooks to marimo - Editing existi...
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GitHub
marimo-serve
This skill should be used when starting a marimo development server with hot reload. Triggers include: - Starting marimo server - Running marimo notebooks locally - Launching marimo development environment - S...
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GitHub
advanced-statusline
Implement AI-powered statusline with session tracking, plan detection, workspace emojis, and intelligent caching for Claude Code
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GitHub
zsh-completions-setup
This skill should be used when the user asks to "set up shell completions", "fix zsh completions", "configure tab completion", "add completions for brew/npm/cargo", "troubleshoot missing completions", or mentio...
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