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

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GitHub

product-development-flow

bdq460

将一句话需求转化为完整产品的标准流程，涉及多个专业角色的协作开发流程。

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GitHub

requirements-analyst

bdq460

根据客户的需求，梳理、扩展出更全面、系统化的需求，站在客户的角度为客户思考产品。

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GitHub

product-expert

bdq460

将需求进行产品化的分析整理，形成具体的功能点和功能形态，提出核心功能点和功能要求。

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GitHub

tester

bdq460

根据产品和用户需求测试系统，确保代码功能的正确性，编写测试用例，提供测试工具。

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GitHub

product-documentation-expert

bdq460

以系统化和专业的文案水平形成产品介绍，让用户能够更容易地了解产品功能、使用方法和常见问题的处理。

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GitHub

technical-architect

bdq460

从技术架构层面确保系统代码符合架构要求，实现健壮性、扩展性、并发支撑性、伸缩性等目标。

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GitHub

ui-expert

bdq460

根据产品需求定义符合用户体验的交互界面，从美学角度进行优化。

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GitHub

frontend-engineer

bdq460

理解产品需求，实现前端页面功能，构建用户交互界面。

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GitHub

backend-engineer

bdq460

理解产品需求，实现后端服务功能，构建业务领域和数据处理逻辑。

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GitHub

customer-representative

bdq460

站在客户视角提出产品需求，描述业务场景和痛点，提出改进方案。

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GitHub

vega

xicilion

Create data-driven charts with Vega-Lite (simple) and Vega (advanced). Best for bar, line, scatter, heatmap, area charts, and multi-series analytics. Use when you have numeric data arrays needing statistical vi...

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GitHub

mermaid

xicilion

Create flowcharts, sequence diagrams, state machines, class diagrams, Gantt charts, mindmaps, and more. Best for process flows, API interactions, system architecture, and technical documentation. NOT for data-d...

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GitHub

infographic

xicilion

Create beautiful infographics with pre-designed templates. Best for KPI cards, timelines, roadmaps, step-by-step processes, A vs B comparisons, SWOT analysis, funnels, org trees, pie/bar charts. Use when you ne...

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GitHub

graphviz

xicilion

Create complex directed/undirected graphs with precise layout control. Best for dependency trees, org charts, network topologies, and module relationships. Use when you need fine-grained edge routing or hierarc...

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GitHub

canvas

xicilion

Create spatial node-based diagrams with free positioning. Best for mind maps, knowledge graphs, concept maps, and planning boards where precise spatial layout matters. Use JSON format with x/y coordinates. NOT...

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GitHub

symfony-skfront-route

Swoking

Create front/back Route controllers extending BaseRoute. Use for pages and form endpoints.

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GitHub

symfony-sksecurity-zone

Swoking

Create security zones and assign rights to profiles. Use when registering controllers.

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GitHub

symfony-skapi-entity-relation

Swoking

Add a relation between two existing entities. Use when linking entities with ManyToOne, OneToMany, or ManyToMany relationships.

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GitHub

symfony-skapi-dto

Swoking

Create DTOs with validation attributes for form data. Use when receiving structured input.

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GitHub

symfony-skautoform

Swoking

Declare AutoForms in migrations. Use when registering form keys and field labels.

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GitHub

symfony-sktwig-template

Swoking

Create Twig templates for pages and partials. Use for HTML rendering.

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GitHub

symfony-skapi-action

Swoking

Create API Action controllers extending BaseAction. Use for API endpoints.

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GitHub

symfony-sklabel

Swoking

Add labels with translations to migrations. Use for ANY UI text - titles, buttons, messages, placeholders, etc.

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GitHub

symfony-skcheck-config

Swoking

Verify project configuration before using other skills/agents. Creates .claude/project.json if missing.

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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。