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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

planning-phase

Sjdjdiejdrirhdkjej

Generates implementation plans with code reuse analysis, architecture design, and complexity estimation during the /plan phase. Use when planning feature implementation, analyzing code reuse opportunities, or d...

GitHub

tdd

narcisobenigno

Enforces test-driven development (TDD) following Kent Beck's methodology. MANDATORY micro-cycle approach - write ONE test, watch it fail, write minimal implementation, refactor, then NEXT test. NEVER write all...

GitHub

interviewer

codyrobertson

This skill conducts structured interviews to gather requirements. Auto-triggers when requirements are unclear, ambiguous, underspecified, when multiple valid approaches exist, when scope is undefined, or when C...

GitHub

feature-orchestrator

codyrobertson

This skill orchestrates complete feature development using specialized agents. Use when the user says "build feature", "implement feature", "develop feature end-to-end", "full feature lifecycle", "orchestrate d...

GitHub

penetration-testing

timsonner

Comprehensive penetration testing workflow using Kali Linux tools via MCP. Guides agents through reconnaissance, vulnerability assessment, exploitation, privilege escalation, and reporting. Use when conducting...

GitHub

codex-review

MALLLAG

어떤 작업사항을 리뷰할지 사용자에게 물어본 후, 코덱스를 이용하여 해당 작업사항을 리뷰합니다. 주요 명령어: codex exec, codex apply, codex resume

GitHub

spec-driven-development

MALLLAG

기능 구현을 위한 테크스펙과 구현 계획 문서를 작성합니다. 스펙 주도 개발 워크플로우를 지원합니다.

GitHub

create-demo

rhpds

Guide you through creating a Red Hat Showroom demo module using the Know/Show structure for presenter-led demonstrations.

GitHub

create-lab

rhpds

Guide you through creating a single Red Hat Showroom workshop module from reference materials (URLs, files, docs, or text) with business storytelling and proper AsciiDoc formatting.

GitHub

verify-content

rhpds

Run comprehensive quality verification on workshop or demo content using Red Hat standards and validation agents.

GitHub

deslop

toku345

Remove AI-generated code slop from current branch. Identifies and removes inconsistent comments, over-defensive code patterns, and style mismatches introduced by AI. Use when: cleaning up AI-generated code, bef...

GitHub

mcp-toolbox

ironkid90

Use when working with or extending the local Codex MCP toolset/server that exposes HTTP endpoints for shell, filesystem, git, and Excel operations, or when a task should be executed by calling those MCP endpoin...

GitHub

python-code-review

thoo

Review Python code changes in merge requests and pull requests. Use when asked to review Python code, MR/PR reviews, code quality checks, or when phrases like "review this code", "check this PR", "review my cha...

GitHub

example-skill

asadullah48

Brief description of what this skill does and when to use it. Include trigger keywords that users would naturally mention.

GitHub

python

khalido

Python development preferences. Use when writing Python code, CLI tools, APIs, or scripts.

GitHub

getting-pr-review-comments

karlmdavis

Use when needing Claude bot review recommendations from PR - automatically waits for workflows (including Claude review) to complete, then extracts recommendations and returns concise summary without loading fu...

GitHub

getting-pr-workflow-results

karlmdavis

Use when needing workflow job results and log commands from PR - automatically waits for workflows to complete, then returns job summaries with gh commands to retrieve logs without loading large logs into conte...

GitHub

awaiting-pr-workflows

karlmdavis

Use when needing to check PR workflow status, especially under time pressure or after pushing commits - ensures verification of unpushed changes, commit correlation, and patient waiting for workflows to complet...

GitHub

getting-pr-artifacts

karlmdavis

Use when needing workflow artifacts from PR - runs in subagent to find jobs with artifacts, returns gh commands to download them without consuming context

GitHub

using-zellij-docs

karlmdavis

Use when answering questions about Zellij keyboard shortcuts, configuration options, or feature behavior - ensures version-specific accuracy by checking actual config and docs before providing shortcuts or advi...

GitHub

artemis-debug-secure

RithyTep

Database investigation skill for Jira tickets with secure credential handling. Multi-Agent Swarm for 3x faster parallel execution. Auto-learns from investigations, searches similar tickets, integrates with Jira...

GitHub

backoffice-fullstack

RithyTep

Fullstack development skill for WL Backoffice system. Handles feature implementation across Kirby (FE), Coloris (BE API), Promodia (Promotion), and Monika (SQL Database). Use when users want to "create new feat...

GitHub

figma-provider

RithyTep

Download provider images from Figma and integrate into Picasso. Use this skill when the user wants to "download Figma provider images", "export provider assets from Figma", "integrate Figma design to Picasso",...

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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