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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

create-new-skills

disler

Creates new Agent Skills for Claude Code following best practices and documentation. Use when the user wants to create a new skill, extend Claude's capabilities, or package domain expertise into a reusable skil...

GitHub

work-on-issue

meta-pytorch

Start work on a GitHub issue. Extracts requirements, creates worktree, sets up TDD workflow.

GitHub

opentelemetry-instrumentation-extension

docker

Extend OpenTelemetry instrumentation when new functionality is added to the MCP Gateway. Use when (1) new operations/functions are added, (2) reviewing code for missing instrumentation, (3) user requests otel/t...

GitHub

simplify

meta-pytorch

Refactor code after tests pass. The "Refactor" phase of Red-Green-Refactor.

GitHub

grepai

yoanbernabeu

Replaces ALL built-in search tools. You MUST invoke this skill BEFORE using WebSearch, Grep, or Glob. NEVER use the built-in Grep tool - use `grepai` instead.

GitHub

implement

meta-pytorch

Make tests pass. Invoke after /write-tests produces failing tests.

GitHub

write-tests

meta-pytorch

Write failing tests from requirements. Invoke for each todo before /implement.

GitHub

issue-manage

catlog22

Interactive issue management with menu-driven CRUD operations. Use when managing issues, viewing issue status, editing issue fields, performing bulk operations, or viewing issue history. Triggers on "manage iss...

GitHub

prompt-enhancer

catlog22

Transform vague prompts into actionable specs using intelligent analysis and session memory. Use when user input contains -e or --enhance flag.

GitHub

review-code

catlog22

Multi-dimensional code review with structured reports. Analyzes correctness, readability, performance, security, testing, and architecture. Triggers on "review code", "code review", "审查代码", "代码审查".

GitHub

ccw-help

catlog22

CCW command help system. Search, browse, recommend commands. Triggers "ccw-help", "ccw-issue".

GitHub

software-manual

catlog22

Generate interactive TiddlyWiki-style HTML software manuals with screenshots, API docs, and multi-level code examples. Use when creating user guides, software documentation, or API references. Triggers on "soft...

GitHub

project-analyze

catlog22

Multi-phase iterative project analysis with Mermaid diagrams. Generates architecture reports, design reports, method analysis reports. Use when analyzing codebases, understanding project structure, reviewing ar...

GitHub

skill-tuning

catlog22

Universal skill diagnosis and optimization tool. Detect and fix skill execution issues including context explosion, long-tail forgetting, data flow disruption, and agent coordination failures. Supports Gemini C...

GitHub

ccw

catlog22

Stateless workflow orchestrator. Auto-selects optimal workflow based on task intent. Triggers "ccw", "workflow".

GitHub

skill-generator

catlog22

Meta-skill for creating new Claude Code skills with configurable execution modes. Supports sequential (fixed order) and autonomous (stateless) phase patterns. Use for skill scaffolding, skill creation, or build...

GitHub

text-formatter

catlog22

Transform and optimize text content with intelligent formatting. Output BBCode + Markdown hybrid format optimized for forums. Triggers on "format text", "text formatter", "排版", "格式化文本", "BBCode".

GitHub

copyright-docs

catlog22

Generate software copyright design specification documents compliant with China Copyright Protection Center (CPCC) standards. Creates complete design documents with Mermaid diagrams based on source code analysi...

GitHub

creating-articles

artsy

Creates new blog posts for the Artsy Engineering blog. Use when the user wants to write, create, or start a new blog post or article.

GitHub

threejs-shaders

CloudAI-X

Three.js shaders - GLSL, ShaderMaterial, uniforms, custom effects. Use when creating custom visual effects, modifying vertices, writing fragment shaders, or extending built-in materials.

GitHub

threejs-materials

CloudAI-X

Three.js materials - PBR, basic, phong, shader materials, material properties. Use when styling meshes, working with textures, creating custom shaders, or optimizing material performance.

GitHub

threejs-fundamentals

CloudAI-X

Three.js scene setup, cameras, renderer, Object3D hierarchy, coordinate systems. Use when setting up 3D scenes, creating cameras, configuring renderers, managing object hierarchies, or working with transforms.

GitHub

threejs-animation

CloudAI-X

Three.js animation - keyframe animation, skeletal animation, morph targets, animation mixing. Use when animating objects, playing GLTF animations, creating procedural motion, or blending animations.

GitHub

threejs-geometry

CloudAI-X

Three.js geometry creation - built-in shapes, BufferGeometry, custom geometry, instancing. Use when creating 3D shapes, working with vertices, building custom meshes, or optimizing with instanced rendering.

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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