GitHub
context-update
Scan repository and update context files
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Development AI Skills
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GitHub
using-jax
Applies JAX patterns for scientific Python development. Use when working with JAX, distrax, numpyro, blackjax, or scientific computing. Covers vmap, JIT, RNG handling.
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GitHub
plotting
Creates publication-quality scientific plots. Use when making plots, figures, or visualizations. Applies tueplots TMLR styling, LaTeX rendering, no titles.
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GitHub
reviewing-code
Reviews code and executes tasks with senior engineer discipline. Use when reviewing code, implementing features, fixing bugs, or any coding task. Enforces minimal changes and production-safe practices.
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GitHub
running-python
Runs Python scripts and manages projects using uv. Use when asked to run a python script, execute python code, run pytest, or install packages. Always uses uv instead of pip or bare python.
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GitHub
org-mode-file-generation-and-editing
Comprehensive org-mode file generation and editing with proper syntax, formatting, and structure. Use when Claude needs to work with org-mode files (.org) for: (1) Creating new org-mode documents, (2) Editing e...
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GitHub
pdf-processing-skill
提取PDF文件中的文本，并按标题/段落结构化输出。适用于文档总结、数据提取等场景。
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GitHub
terraform-iac-expert
Infrastructure as Code for AI workloads using Terraform across AWS, Azure, GCP, and OCI
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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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