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Data & AI AI Skills

Discover Data & AI skills, compare source repositories and read the instructions for each workflow.

Categories: Data & AI

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GitHub

debugging-issues

mthangtr

Debugs errors, test failures, and unexpected behavior. Use when encountering errors, analyzing stack traces, or investigating bugs. Triggers on "debug", "error", "not working", "fails", "broken".

GitHub

reviewing-code

mthangtr

Reviews code for quality, security, and maintainability. Use after writing/modifying code, before commits, or when asked to review changes. Triggers on "review code", "check my changes", "code review".

GitHub

strategizing-product

mthangtr

Product strategy, roadmap planning, and market positioning for BookInk. Use for feature prioritization, competitive analysis, go-to-market strategy, and product decisions. Triggers on "product strategy", "roadm...

GitHub

optimizing-database

mthangtr

Optimizes PostgreSQL database performance for Supabase. Use when diagnosing slow queries, adding indexes, fixing RLS policies, or running performance audits. Triggers on "optimize database", "slow query", "add...

GitHub

code-simplifier

mthangtr

Simplifies and refines code for clarity, consistency, and maintainability while preserving functionality. Use when asked to "simplify code", "clean up code", "refactor for readability", or after writing code th...

GitHub

analyzing-business

mthangtr

Analyzes business metrics, KPIs, revenue, and growth patterns for BookInk. Use for cohort analysis, unit economics, investor reporting, and data-driven decisions. Triggers on "business metrics", "KPIs", "revenu...

GitHub

frontend-design

mthangtr

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 avo...

GitHub

diagram-maker

mthangtr

Create state machine diagrams of existing components to map out all code paths and verify system understanding. Use when analyzing user flows, authentication, multi-step processes, or any stateful logic to en...

GitHub

project-summary

jamesodwyerGDS

Update the PROJECT-SUMMARY.md with current features, learnings, and Claude tools used. Triggers on "/project-summary" or requests to "update the project summary".

GitHub

figma-doc

jamesodwyerGDS

Generate design system documentation (markdown only, no code) from a Figma component URL. Triggers on "/figma-doc ", requests to "document this component", or when given a Figma design URL to document. Automati...

GitHub

figma-make-guidelines

jamesodwyerGDS

Generate or update the Figma Make guidelines file with complete Tailwind configuration from the design system foundations. Triggers on "/figma-make-guidelines", "update guidelines", or "generate Figma Make conf...

GitHub

zio-config

connectstrata

Standardized patterns for creating and reading ZIO configuration using zio-config with magnolia derivation. Use when creating new configuration classes, reading configuration values, or refactoring existing con...

GitHub

zio-dependency-injection

connectstrata

Standardized patterns for ZIO dependency injection using the ZIO service pattern with ZLayer.derive. Use when creating new ZIO service classes, refactoring existing ZIO code to follow this pattern, reviewing co...

GitHub

task-manager

alexsteeel

Manage development tasks via md-task-mcp MCP server. Use when user asks about tasks, projects, or task management.

GitHub

agent-response

HuangTM23

统一 Agent 的回答规范和执行约束: 1. 所有回答必须使用中文; 2. 每次回答后必须给出简洁总结要点; 3. 执行任何会改变系统状态或数据的操作前必须获得用户明确批准。 建议作为全局默认 Skill 使用。

GitHub

model-architect

HuangTM23

深度学习模型结构设计专家。当用户询问“模型设计”“网络结构”“模块划分”“数据流” “损失函数”等问题,或在训练问题中尚未明确模型结构时使用。

GitHub

model-training

HuangTM23

深度学习训练体系与实验编排专家。当用户询问“训练”“验证”“测试”“启动命令” “数据集划分”等问题时使用。要求模型结构已被明确定义。

GitHub

testing-patterns

mitchellfyi

Test writing patterns and TDD workflows. Use when writing tests, creating mocks, following TDD, or debugging test failures.

GitHub

api-design-patterns

mitchellfyi

REST and GraphQL API design patterns. Use when designing APIs, reviewing API changes, or implementing endpoints.

GitHub

react-development-patterns

mitchellfyi

React and frontend development patterns. Use when working with React components, hooks, state management, or frontend architecture.

GitHub

volta-setup-and-manage

ekozmdev

Install and manage Volta toolchains for Node.js and package managers. Use when installing or updating Volta on macOS/Linux/Windows, setting up shell/PATH variables, installing default Node/npm/yarn/pnpm version...

GitHub

codex

sakataka

OpenAI Codex CLIを使用したコードレビュー、分析、コードベースへの質問を実行する。使用場面: (1) コードレビュー依頼時、(2) コードベース全体の分析、(3) 実装に関する質問、(4) バグの調査、(5) リファクタリング提案、(6...

GitHub

typescript-strict

sakataka

Enforce TypeScript strict mode practices and type safety in Tetris codebase. Use when writing game logic, handling errors, improving type safety, or fixing type errors. Auto-triggers on phrases like "fix type e...

GitHub

i18n-completeness

sakataka

Comprehensive i18n consistency check with dynamic pattern detection and hardcoded string analysis. Use when working with translations, localization, i18n keys, or when the user mentions translation issues, miss...

The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.

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