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数据与 AI AI 技能

发现 数据与 AI 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: 数据与 AI

显示第 15,625–15,648 个,共 83,104 个

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GitHub

react-development

manutej

Comprehensive React development with hooks, components, state management, context, effects, and performance optimization based on official React documentation

GitHub

unix-goto-development

manutej

Expert guidance for unix-goto shell navigation tool development, including architecture, 9-step feature workflow, testing (100% coverage), performance optimization (

GitHub

mobile-design

manutej

Mobile UX patterns, touch interactions, gesture design, mobile-first principles, app navigation, and mobile performance

GitHub

pydantic

manutej

Comprehensive Pydantic data validation skill for customer support tech enablement - covering BaseModel, Field validation, custom validators, FastAPI integration, BaseSettings, serialization, and Pydantic V2 fea...

GitHub

fastapi-development

manutej

Modern Python API development with FastAPI covering async patterns, Pydantic validation, dependency injection, and production deployment

GitHub

rest-api-design-patterns

manutej

Comprehensive guide for designing RESTful APIs including resource modeling, versioning strategies, HATEOAS, pagination, filtering, and HTTP best practices

GitHub

graphql-api-development

manutej

Comprehensive guide for building GraphQL APIs including schema design, queries, mutations, subscriptions, resolvers, type system, error handling, authentication, authorization, caching strategies, and productio...

GitHub

fastapi-microservices-development

manutej

Comprehensive guide for building production-ready microservices with FastAPI including REST API patterns, async operations, dependency injection, and deployment strategies

GitHub

langchain-orchestration

manutej

Comprehensive guide for building production-grade LLM applications using LangChain's chains, agents, memory systems, RAG patterns, and advanced orchestration

GitHub

claude-sdk-integration-patterns

manutej

Expert integration patterns for Claude API and TypeScript SDK covering Messages API, streaming responses, tool use, error handling, token optimization, and production-ready implementations for building AI-power...

GitHub

vector-database-management

manutej

Comprehensive guide for managing vector databases including Pinecone, Weaviate, and Chroma for semantic search, RAG systems, and similarity-based applications

GitHub

pandas

manutej

Expert data analysis and manipulation for customer support operations using pandas

GitHub

apache-airflow-orchestration

manutej

Complete guide for Apache Airflow orchestration including DAGs, operators, sensors, XComs, task dependencies, dynamic workflows, and production deployment

GitHub

kafka-stream-processing

manutej

Complete guide for Apache Kafka stream processing including producers, consumers, Kafka Streams, connectors, schema registry, and production deployment

GitHub

dbt-data-transformation

manutej

Complete guide for dbt data transformation including models, tests, documentation, incremental builds, macros, packages, and production workflows

GitHub

mlops-workflows

manutej

Comprehensive MLOps workflows for the complete ML lifecycle - experiment tracking, model registry, deployment patterns, monitoring, A/B testing, and production best practices with MLflow

GitHub

linear-dev-accelerator

manutej

Accelerate software development with Linear project management and MCP server integration. Master issue tracking, project workflows, and development automation for frontend, full-stack, and mobile applications....

GitHub

ux-principles

manutej

User research, usability heuristics, user psychology, accessibility, inclusive design, user testing, and UX metrics

GitHub

wireframing

manutej

Low/high fidelity wireframes, user flows, information architecture, prototyping techniques, and design iteration processes

GitHub

ci-cd-pipeline-patterns

manutej

Comprehensive CI/CD pipeline patterns skill covering GitHub Actions, workflows, automation, testing, deployment strategies, and release management for modern software delivery

GitHub

kubernetes-orchestration

manutej

Comprehensive guide to Kubernetes container orchestration, covering workloads, networking, storage, security, and production operations

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。

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