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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

implementation

jwwelbor

Systematic approaches to writing high-quality code with contract-first discipline and validation gates

GitHub

collaboration

jwwelbor

Behavioral workflows and collaboration patterns for code review, agent coordination, and branch management. Use this skill when coordinating multi-agent work, managing code review processes, completing feature...

GitHub

research

jwwelbor

Systematic codebase analysis and project understanding workflows. Use this skill to analyze project structure, discover patterns, trace dependencies, and understand existing implementations before development w...

GitHub

test-driven-development-tdd

jwwelbor

Write the test first, watch it fail, write minimal code to pass (user) - when implementing any feature or bugfix, before writing implementation code

GitHub

shark-task-management

jwwelbor

Task lifecycle management using the shark CLI for tracking implementation progress, status updates, and team visibility

GitHub

discovery

jwwelbor

Market research, feasibility analysis, and context gathering workflows for product discovery phase. Use when conducting market research, competitive analysis, stakeholder interviews, technical feasibility asses...

GitHub

debugging

jwwelbor

Systematic debugging workflows for frontend, backend, tests, devops, and web issues. Provides structured approaches to isolate root causes and resolve problems efficiently.

GitHub

design

jwwelbor

UX and CX design workflows for wireframing, prototyping, and customer journey mapping. Use when creating wireframes, designing user interfaces, prototyping interactions, mapping customer journeys, or conducting...

GitHub

devops

jwwelbor

Set up CI/CD pipelines, configure deployment automation, implement containerization, establish monitoring systems, and manage infrastructure as code. This skill provides systematic approaches to operations, dep...

GitHub

grimoire-query

jamesainslie

Use when you need programming best practices, patterns, or documentation. Queries the Grimoire knowledge base for curated guidance on Go, Rust, Python, and more. Invoke before implementing features, debugging,...

GitHub

review-pr

ytkaczyk

Analyzes and implements code review recommendations from GitHub pull requests. Fetches review comments, discusses implementation priorities with the user, applies changes, and validates through comprehensive te...

GitHub

commit

ytkaczyk

Creates atomic git commits with conventional commit messages following standard prefixes (feat, fix, docs, refactor, test, chore, etc.). Stages changes, reviews uncommitted files, and generates properly formatt...

GitHub

npm-search

yokuze

Search for npm packages to solve problems instead of writing custom code. Use when the user needs functionality that likely exists as a package, or when evaluating whether to build vs. use an existing solution.

GitHub

npm-search

yokuze

Search for npm packages to solve problems instead of writing custom code. Use when the user needs functionality that likely exists as a package, or when evaluating whether to build vs. use an existing solution.

GitHub

memory

dnldxn

Capture and retain project decisions, patterns, anti-patterns, and lessons learned.

GitHub

checking-breaking-changes-in-php-framework

Seika139

外部公開を想定したphpフレームワークのコードレビューをする際に、破壊的変更(breaking change)の有無を確認し、破壊的変更がある場合は適切に処理されているかをチェックするスキルです。

GitHub

with-codex

Seika139

Enables Claude Code to collaborate with OpenAI Codex CLI on Windows. Use this skill when the user wants to get a second opinion from Codex, compare approaches between Claude and Codex, or leverage both AI assis...

GitHub

verifying-changelog-in-framework

Seika139

外部公開を想定したフレームワークにある CHANGELOG.md の内容が適切かどうかを確認するスキルです。CHANGELOG.md を更新する際、またはレビューする際に利用します。

GitHub

searches-iconify

cbingb666

Searches Iconify API for icons by query. Use when users need to find, search, or discover icons from Iconify collections.

GitHub

zustand-5

fraan221

Zustand 5 state management patterns. Trigger: When implementing client-side state with Zustand (stores, selectors, persist middleware, slices).

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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