GitHub
interpolation
Techniques for 1D and 2D data interpolation using SciPy (CPU) and JAX/Interpax (GPU/Differentiable).
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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。
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GitHub
jax
Essential tools for using JAX in machine learning and mathematical analysis, covering core concepts, transformations, ML specifics, control flow, and parallelism.
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GitHub
developing-flax-models
A comprehensive guide for developing, training, and managing neural networks using Flax NNX. Use when defining models, managing state, or writing training loops.
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GitHub
linear-solver
Solves linear systems (Ax=b) using NumPy, JAX, PyTorch, and Lineax. Covers dense, sparse, and specialized (tridiagonal) solvers.
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GitHub
training-mlps
A skill for defining and training Multi-Layer Perceptrons (MLPs) using Flax NNX.
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GitHub
mhc
Implements Manifold-Constrained Hyper-Connections (mHC) to solve residual connection issues using Doubly Stochastic Matrices.
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GitHub
polars
High-performance DataFrame library usage. Covers Lazy API, Wrangling, Aggregation.
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GitHub
test-mcp-connector
ONLY trigger this skill when the user EXPLICITLY asks for MCP-based testing: **Required triggers (ALL must mention "MCP" explicitly):** - "test connector with mcp" - "test mcp connector" - "test [provider] wit...
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GitHub
logic-gates
Expert knowledge for digital logic gates including AND, OR, NOT, NAND, NOR, XOR, and XNOR gates. Use when designing digital circuits, implementing Boolean logic, creating truth tables, working with logic gate s...
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GitHub
global-validation
Implement comprehensive validation on both server and client sides with specific error messages, input sanitization, and consistent validation across all entry points. Use this skill when validating user input,...
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GitHub
global-conventions
Follow project-wide development conventions including consistent project structure, clear documentation, version control best practices, environment configuration, and dependency management. Use this skill when...
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GitHub
backend-migrations
Create and manage database migrations with reversible changes, zero-downtime deployments, and proper version control. Use this skill when creating database migration files, modifying database schemas, adding or...
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GitHub
global-tech-stack
Reference and maintain the project's technical stack including frameworks, languages, databases, testing tools, and third-party services to ensure consistency across the project. Use this skill when making tech...
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GitHub
backend-api
Design and implement RESTful API endpoints following REST principles with clear resource-based URLs and appropriate HTTP methods. Use this skill when creating or modifying API routes, endpoints, controllers, or...
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GitHub
global-coding-style
Write clean, consistent code following established naming conventions, formatting standards, and the DRY principle with meaningful names and small focused functions. Use this skill when writing or editing any c...
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GitHub
global-error-handling
Implement robust error handling with user-friendly messages, specific exception types, centralized error handling, graceful degradation, and proper resource cleanup. Use this skill when implementing try-catch b...
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GitHub
frontend-css
Write and maintain CSS using consistent methodology (Tailwind, BEM, CSS modules, utility classes) while following the project's design system and avoiding framework overrides. Use this skill when writing CSS st...
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GitHub
frontend-accessibility
Build accessible user interfaces using semantic HTML, proper ARIA attributes, keyboard navigation, color contrast, and screen reader compatibility. Use this skill when creating or editing UI components, HTML te...
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GitHub
frontend-components
Design and build reusable, composable UI components with single responsibility, clear interfaces, and proper encapsulation. Use this skill when creating or editing React components, Vue components, Svelte compo...
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GitHub
testing-test-writing
Write minimal, strategic tests focused on core user flows and critical paths with clear test names, mocked dependencies, and fast execution. Use this skill when creating or editing test files, writing unit test...
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GitHub
global-commenting
Write self-documenting code with minimal, helpful comments that explain complex logic without documenting temporary changes or fixes. Use this skill when adding comments to code, documenting functions or classe...
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GitHub
backend-queries
Write secure, optimized database queries using parameterized statements, eager loading, and proper indexing to prevent SQL injection and N+1 query problems. Use this skill when writing database queries, using O...
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GitHub
frontend-responsive
Implement responsive designs using mobile-first development, fluid layouts, standard breakpoints, and relative units to ensure optimal viewing across all device sizes. Use this skill when creating layouts, impl...
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GitHub
backend-models
Define database models with clear naming, proper data types, relationships, constraints, and validation rules. Use this skill when creating or editing ORM model files, database schema definitions, model classes...
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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。