awesome-skills

Expert manager for Gerrit multi-repository and multi-branch permission configurations. Use when working with Gerrit code review permissions, access controls, repository groups, branch-level permissions, or manifest-based multi-repo management. Use when: gerrit, permissions, code-review, access-control, devops.

CUDA expert: GPU kernel programming, memory management (global/shared/local), warp divergence, stream concurrency, cuBLAS/cuFFT integration. Use when writing GPU-accelerated code with CUDA.

Hugging Face expert: Transformers, Datasets, PEFT (LoRA/QLoRA), model fine-tuning, GGUF quantization, Text Generation Inference, pipeline optimization. Use when working with pretrained models, fine-tuning LLMs, or building NLP applications.

Jupyter expert: magic commands, nbconvert, JupyterLab extensions, remote setup, ipywidgets, profiling, debugging, cell decorators, papermill for automation. Use when working with Jupyter notebooks, data exploration, or building ML experiments.

LangChain expert: LCEL (LangChain Expression Language), chains, agents, RAG pipelines, tool calling, memory, callbacks, output parsers, retrieval strategies. Use when building LLM applications, RAG systems, or AI agents with LangChain.

Invoke when: User needs help with LlamaIndex RAG pipelines, index types, query engines, or vector stores. Provides: Index selection, embedding configuration, retrieval strategies, and pipeline optimization.

LLM serving expert: vLLM, TensorRT-LLM, Triton Inference Server, quantization (INT8/FP8/GPTQ/AWQ), continuous batching, PagedAttention, KV cache management. Use when deploying LLMs for inference.

MLflow expert: experiment tracking, model registry, autologging, MLflow Projects, MLflow Models, model serving, A/B testing, feature store integration. Use when tracking ML experiments, managing models, or deploying ML models with MLflow.

PyTorch expert: nn.Module, training loops, distributed training (DDP), mixed precision, FSDP, torch.compile, AMP, torch.jit, TorchScript, ONNX export, custom autograd functions.

Scikit-learn expert: Pipeline, feature engineering, hyperparameter tuning, model selection, ensemble methods, time series preprocessing. Use when building traditional ML models with scikit-learn.

TensorFlow expert: Keras API, model building (Sequential/Functional/Subclassing), training loops, TF Serving, TFLite, TensorFlow.js, distributed training. Use when building DL models with TensorFlow.

W&B expert: experiment tracking, hyperparameter search, artifact management, sweep, team dashboards, performance visualization. Use when tracking ML experiments with Weights & Biases. Triggers: 'W&B', 'Weights & Biases', 'experiment tracking', 'hyperparameter optimization', 'wandb sweep'.

Expert Looker and Metabase user for business intelligence and embedded analytics. Use when building dashboards, creating data models, or implementing self-service analytics

Pandas expert: DataFrame operations, merge/join, groupby, time series, performance optimization. Use when analyzing data, building ETL pipelines, or data manipulation with Python.

Power BI expert: DAX formulas, data modeling, report design, RLS configuration. Use when building business intelligence dashboards and reports. Triggers: 'Power BI', 'DAX', 'Power Query', 'data modeling', 'RLS', 'Power BI DAX'.

R statistics expert: tidyverse, ggplot2, statistical modeling, hypothesis testing, regression analysis. Use when doing statistical analysis, data visualization, or predictive modeling with R.

Spreadsheet expert: advanced formulas (XLOOKUP, FILTER, ARRAYFORMULA), pivot tables, Power Query, Apps Script automation. Use when analyzing data, building financial models, or automating spreadsheets.

Tableau expert: LOD expressions, calculated fields, dashboards, Tableau Server, performance optimization. Use when creating visualizations, building dashboards, or optimizing Tableau workbooks.

AutoCAD工程制图：2D图纸、图层、标注。Use when creating engineering drawings. Triggers: 'AutoCAD', '工程制图', 'CAD'. Works with: Claude Code, Codex, OpenCode, Cursor, Cline, OpenClaw, Kimi.

Expert Autodesk Fusion 360 user for integrated CAD/CAM/CAE. Use when designing mechanical parts, creating 3D prints, or preparing CNC manufacturing

Revit BIM建筑信息模型：族、施工图、协同。Use when doing BIM modeling. Triggers: 'Revit', 'BIM', '建筑信息模型'. Works with: Claude Code, Codex, OpenCode, Cursor, Cline, OpenClaw, Kimi.

Expert Rhino 3D and Grasshopper parametric design user. Use when creating complex geometry, parametric models, or generative design workflows

SolidWorks机械设计：零件、装配体、工程图。Use when creating mechanical designs. Triggers: 'SolidWorks', 'CAD', '机械设计'. Works with: Claude Code, Codex, OpenCode, Cursor, Cline, OpenClaw, Kimi.

GitHub Actions expert: workflow YAML, custom actions, matrix builds, secrets management, reusable workflows. Use when building CI/CD pipelines, automating workflows, or troubleshooting GitHub Actions.

GitLab CI/CD expert: .gitlab-ci.yml configuration, Runner management, Auto DevOps, pipeline optimization, artifacts, and caching strategies. Use when building CI/CD pipelines with GitLab, troubleshooting pipeline failures, or optimizing pipeline performance.

Jenkins expert: Pipeline编写 (Declarative/Scripted), Shared Libraries, Distributed Build Agents, Plugin Configuration, Blue Ocean. Use when building CI/CD pipelines with Jenkins, creating shared libraries, or managing Jenkins agents.

AWS infrastructure expert: EC2, S3, Lambda, RDS, VPC, IAM. Use when designing cloud architecture, optimizing costs, troubleshooting AWS services, or writing infrastructure code.

Microsoft Azure expert: AKS, Azure Functions, Cosmos DB, Azure AD. Use when designing Azure architecture, selecting Azure services, or optimizing Azure costs.

Cloudflare expert: CDN acceleration, WAF and DDoS protection, Zero Trust Access, DNS management, Cloudflare Workers, Pages, and Load Balancing. Use when configuring Cloudflare for performance, security, or serverless edge computing.

Google Cloud Platform expert: GKE, BigQuery, Cloud Run, Vertex AI. Use when designing GCP architecture, optimizing costs, or selecting GCP services. Triggers: 'GCP architecture', 'GKE cluster', 'BigQuery', 'Cloud Run', 'Vertex AI', 'GCP cost optimization'.

Vercel expert: Frontend deployment, Serverless Functions, environment configuration, preview deployments, edge functions, and performance optimization. Use when deploying Next.js, React, Vue, or static frontend applications. Triggers: 'Vercel', '部署', 'Next.

阿里云百炼Model Studio：可视化RAG搭建、企业知识库问答、AI应用开发。Use when building RAG applications, enterprise knowledge bases, or AI chatbots. Triggers: '百炼', 'RAG', '知识库', 'AI应用', '通义千问'. Works with: Claude Code, Codex, OpenCode, Cursor, Cline, OpenClaw, Kimi.

阿里云CDN专家：加速配置、缓存策略、HTTPS、回源优化。Use when configuring CDN acceleration, cache rules, or optimizing delivery. Triggers: 'CDN', '阿里云CDN', '缓存', '加速'. Works with: Claude Code, Codex, OpenCode, Cursor, Cline, OpenClaw, Kimi.

Alibaba Cloud architecture expert. Use when: designing cloud architecture on Aliyun, selecting ECS/RDS/OSS/ACK/VPC services, optimizing cloud costs, troubleshooting connectivity or billing issues. Triggers: '阿里云架构', 'ECS选型', 'RDS配置', 'ACK部署', 'VPC网络', '成本优化'. Works with: Claude Code, Codex, OpenCode, Cursor, Cline, OpenClaw, Kimi.

阿里云域名注册与ICP备案：域名购买、实名认证、备案流程、DNS解析。Use when buying domains, completing ICP beian, or setting up DNS. Triggers: '域名', 'ICP备案', 'DNS解析', '实名认证', '网站备案'. Works with: Claude Code, Codex, OpenCode, Cursor, Cline, OpenClaw, Kimi.

阿里云ECS轻量服务器建站：购买服务器、安装宝塔、部署WordPress。Use when starting a website, setting up WordPress, or getting started with cloud. Triggers: '阿里云建站', 'ECS', 'WordPress', '宝塔面板', '网站搭建'. Works with: Claude Code, Codex, OpenCode, Cursor, Cline, OpenClaw, Kimi.

阿里云函数计算FC：Serverless函数开发、触发器配置、事件驱动。Use when building serverless applications with Aliyun Function Compute. Triggers: '函数计算', 'FC', 'Serverless', '阿里云函数'. Works with: Claude Code, Codex, OpenCode, Cursor, Cline, OpenClaw, Kimi.

阿里云OSS对象存储：存储桶配置、文件上传、CDN加速、防盗链。Use when storing files in the cloud, setting up CDN, or building file services. Triggers: 'OSS', '阿里云存储', '对象存储', 'CDN加速', '防盗链'. Works with: Claude Code, Codex, OpenCode, Cursor, Cline, OpenClaw, Kimi.

阿里云通义千问API：模型选择、调用示例、成本优化。Use when calling Qwen LLM API or selecting models. Triggers: '通义千问', 'Qwen', 'API调用', 'LLM'. Works with: Claude Code, Codex, OpenCode, Cursor, Cline, OpenClaw, Kimi.

阿里云RDS入门：购买配置、连接访问、备份恢复。Use when getting started with Aliyun RDS. Triggers: 'RDS', '云数据库', '阿里云数据库'. Works with: Claude Code, Codex, OpenCode, Cursor, Cline, OpenClaw, Kimi.