GitHub
opentrons
Expert guidance for Opentrons Python API v2 - automated liquid handling, protocol development, labware management, and hardware module integration for OT-2 and Flex robots
☆ 14查看技能
部署与运维 AI 技能
发现 部署与运维 相关 Skills，比较来源仓库和用途，查看适合你工作流的技能说明。
分类目录: 部署与运维
部署与运维 清除筛选
全部技能
GitHub
scientific-writing
Comprehensive scientific writing guidance for research papers, grants, and technical documentation. Covers paper structure (IMRAD), methods writing, results presentation, figure/table design, citation formattin...
☆ 14查看技能
GitHub
fairchem
Expert guidance for Meta's FAIRChem library - machine learning methods for materials science and quantum chemistry using pretrained UMA models with ASE integration for fast, accurate predictions
☆ 14查看技能
GitHub
python-best-practices
Expert guidance for writing professional Python code following industry best practices including PEP 8 compliance, testing, type hints, error handling, and modern tooling. Use this skill when writing new Pytho...
☆ 14查看技能
GitHub
image-generation
AI-powered image generation and editing using Google Gemini, Google Imagen, and OpenAI models. Generate images from text descriptions, edit existing images, create logos/stickers, apply style transfers, and pro...
☆ 14查看技能
GitHub
code-reviewer
Comprehensive code review and analysis for software quality assurance. Use when Claude needs to review code in any format including (1) Individual files (Python, R, JavaScript, etc.), (2) Directory structures a...
☆ 14查看技能
GitHub
phd-qualifier
Expert evaluation of Chemical Engineering PhD qualifying exams - review written reports, presentations, and prepare comprehensive questioning sessions to assess student readiness for doctoral research
☆ 14查看技能
GitHub
python-plotting
Comprehensive plotting and visualization in Python - matplotlib (static publication-quality plots), seaborn (statistical visualization), and plotly (interactive plots); includes plot types, customization, best...
☆ 14查看技能
GitHub
python-optimization
Expert guidance for mathematical optimization in Python - systematic problem classification, library selection (scipy, pyomo, cvxpy, GEKKO), solver configuration, and implementation patterns for LP, QP, NLP, MI...
☆ 14查看技能
GitHub
scientific-reviewer
Comprehensive scientific document review and analysis. Use when Claude needs to review scientific papers, reports, preprints, or other research documents for: (1) Identifying and evaluating claims and supportin...
☆ 14查看技能
GitHub
opentrons-gripper
Opentrons Flex Gripper - automated labware movement between deck locations, modules, waste chute, and off-deck storage with precise positioning and offset control for hands-free plate transfers
☆ 14查看技能
GitHub
ralph-wiggum
Autonomous AI coding loop for unattended development - lets Claude work continuously on tasks while you sleep, with mandatory sandbox enforcement for safety
☆ 14查看技能
GitHub
python-multiobjective-optimization
Expert guidance for multiobjective optimization in Python - Pareto optimality, evolutionary algorithms (NSGA-II, NSGA-III, MOEA/D), scalarization methods, Pareto front analysis, and implementation with pymoo, p...
☆ 14查看技能
GitHub
triz
TRIZ systematic innovation methodology with AI-enhanced prompts. Use when: (1) Technical contradiction - improve A but B worsens, (2) Physical contradiction - need opposite properties, (3) Cross-industry soluti...
☆ 14查看技能
GitHub
optimize-prompt
Prompt optimization consultant for AI system prompts and custom instructions. Supports Claude API, OpenAI API, Gemini API, CLAUDE.md, ChatGPT, and n8n. Use when user wants to improve, review, or create prompts,...
☆ 14查看技能
GitHub
power-query-coaching
Coaches users to transform messy data into clean, analysis-ready formats using Power Query UI. Diagnoses data problems, visualizes goals, and guides step-by-step transformations.
☆ 14查看技能
GitHub
manage-business-strategy
Business management frameworks for strategic analysis, decision making, goal setting, growth strategy, and organizational change. Use when analyzing business situations or making strategic decisions.
☆ 14查看技能
GitHub
create-visualization
Creates diagrams and animations for STEM education using Matplotlib and Manim. Use for physics diagrams (FBD, vectors), math plots (functions, geometry), flowcharts, or 3Blue1Brown-style animations.
☆ 14查看技能
GitHub
geometric-elements
Generate decorative geometric elements (corners, lines, arcs, frames) with precise control over colors, gradients, and transparency. Use when creating design assets, slide decorations, or any vector-like graphi...
☆ 14查看技能
GitHub
generate-creative-ideas
Creative problem-solving and ideation using SCAMPER, First Principles, Random Word, and AI-optimized techniques. Use when generating ideas, breaking creative blocks, brainstorming alternatives, or innovating.
☆ 14查看技能
GitHub
extract-expertise
Extracts expertise from domain experts and transforms it into working Claude skills. Guides through structured conversations to capture mental models, workflows, principles, and best practices.
☆ 14查看技能
GitHub
problem-solving
Systematic problem-solving with Good Teacher mode (default). AI guides through questions, not answers - inspired by Polya's "How to Solve It". Use when user needs to: (1) Solve problems methodically, (2) Learn...
☆ 14查看技能
GitHub
graphic-designer
Designs graphics for thumbnails, social media, banners, and presentations. Applies design principles (CRAP, Gestalt, visual hierarchy) with research-backed techniques. Integrates with /geometric-elements for de...
☆ 14查看技能
GitHub
explain-concepts
Explains difficult concepts using master teaching methodologies (Feynman, Socratic, Cognitive Load, Dual Coding). Use when user asks to explain a concept, "I don't understand X", ELI5 requests, "what is X", "ho...
☆ 14查看技能
默认按已收录数据中的 GitHub 仓库 Stars 排序。Stars 属于来源仓库，同一仓库的多个技能可能共享相同数值；它反映仓库关注度，不代表单个技能的安装量或质量评分。