數據與 AI
機器學習、數據科學和人工智慧開發技能
22656 skills in this category
institutional-agent
Smart money tracker. Analyzes institutional investor behavior through 13F filings, Form 4 insider transactions, and large block trades to identify where big money is flowing.
nano-banana-pro
Generate and edit images using the Gemini API (Nano Banana Pro). Use this skill when creating images from text prompts, editing existing images, applying style transfers, generating logos with text, creating stickers, product mockups, or any image generation/manipulation task. Supports text-to-image, image editing, multi-turn refinement, and composition from multiple reference images.
aws-eks
Amazon Elastic Kubernetes Service (EKS) for running Kubernetes on AWS. Use for container orchestration, deploying applications, managing clusters, and Kubernetes workloads on AWS.
moai-domain-backend
Backend development specialist covering API design, database integration, microservices architecture, and modern backend patterns
sans-course-extraction
Extract data from files related to SANS courses.
nano-banana
REQUIRED for all image generation requests. Generate and edit images using Nano Banana (Gemini CLI). Handles blog featured images, YouTube thumbnails, icons, diagrams, patterns, illustrations, photos, visual assets, graphics, artwork, pictures. Use this skill whenever the user asks to create, generate, make, draw, design, or edit any image or visual content.
game-developer
Expert game development and design skill for building complete, polished games. Use when creating games, game prototypes, or interactive entertainment experiences across platforms (React Native, web, Unity concepts, Godot). Covers game mechanics, physics, AI opponents, level design, progression systems, visual effects, sound integration, and player experience. Triggers on requests to build games, create game mechanics, design levels, implement game AI, add game audio, or develop interactive entertainment.
skill-selector
Select the right skill for any task. Use when starting work, uncertain which skill applies, or to identify gaps in skill coverage.
safe-agent-minimal
Agent with minimal Gemini safety settings using default threshold only
project-commands
Complete reference for all make commands, development workflows, Azure operations, and database operations. Use when you need to know how to run specific operations.
chain-of-thought
Inject structured reasoning blocks into prompts to encourage step-by-step thinking. Use when tasks require complex problem-solving, multi-step reasoning, planning, analysis, or when you need the model to show its work and reflect on decisions before providing answers.
mcp-evaluation-skill
Comprehensive evaluation creation for MCP servers - question generation, answer verification, and XML formatting for agent usability testing
drone-inspection-specialist
Advanced CV for infrastructure inspection including forest fire detection, wildfire precondition assessment, roof inspection, hail damage analysis, thermal imaging, and 3D Gaussian Splatting reconstruction. Expert in multi-modal detection, insurance risk modeling, and reinsurance data pipelines. Activate on "fire detection", "wildfire risk", "roof inspection", "hail damage", "thermal analysis", "Gaussian Splatting", "3DGS", "insurance inspection", "defensible space", "property assessment", "catastrophe modeling", "NDVI", "fuel load". NOT for general drone flight control, SLAM, path planning, or sensor fusion (use drone-cv-expert), GPU shader development (use metal-shader-expert), or generic object detection without inspection context (use clip-aware-embeddings).
ptk-async
This skill should be used when the user asks about "prompt_toolkit Application", "app.run", "run_async", "asyncio", "event loop", "run_in_terminal", "async key binding", "background task", "Application lifecycle", or needs to understand the Application run loop and async patterns in prompt_toolkit.
acuantia-dataform
Use when working on Acuantia's BigQuery Dataform pipeline (acuantia-gcp-dataform project) - adds Acuantia-specific patterns on top of dataform-engineering-fundamentals: ODS two-arg ref() syntax, looker_ filename prefix, Looker integration (looker_prod/looker_dev), acuantia dataset conventions, coordination with callrail_data_export/dialpad_data_integration/looker projects
chartjs-overview
This skill should be used when the user asks "how to install Chart.js", "Chart.js setup", "getting started with Chart.js", "Chart.js CDN", "Chart.js npm install", "tree-shaking Chart.js", "Chart.js bundle optimization", "import Chart.js", "Chart.js module loaders", "Chart.js CommonJS", "Chart.js RequireJS", "chart.js/auto vs manual registration", "Chart.js defaults", "update chart data", "chart instance methods", "destroy chart", "Chart.js helpers", "resize chart", "responsive chart configuration", "Chart.js global configuration", "getRelativePosition", or needs help with initial Chart.js v4.5.1 project setup, configuration, and chart manipulation.
ui-design
Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, or applications. Generates creative, polished code that avoids generic AI aesthetics.
agent-creator
Expert guidance for creating effective Claude Code agents (subagents). Use when users want to create a new agent, update an existing agent, or learn agent design best practices. Covers agent architecture, prompt engineering, tool selection, model choice, and common pitfalls. Integrates with skill-creator when agent needs accompanying skills.
seongjin-image-describer
Convert Wiki-style image links to Markdown format with AI-generated descriptions. Use when preprocessing markdown files for PPT generation, converting ![[image.png]] to  format, or enabling text-based image understanding.
coal-mines
Use this skill for the requests related to load coal mines in USA as GeoDataframe in GeoPandas