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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

clean-gone-branches

mixomat

Clean up local git branches marked as [gone] (deleted on remote but still exist locally). Use when the user wants to clean up stale branches, remove gone branches, or delete branches that no longer exist on rem...

GitHub

brainstorm-ideas

mixomat

Use when creating or developing, before writing code or implementation plans - refines rough ideas into fully-formed designs through collaborative questioning, alternative exploration, and incremental validatio...

GitHub

writing-use-cases

mixomat

Create structured use case documentation with sequence diagrams for backend systems. Use when documenting API endpoints, service interactions, event flows, or system behaviors. Triggers on requests like "docume...

GitHub

ai-dev-guidelines

siti34

Comprehensive AI/ML development guide for LangChain, LangGraph, and ML model integration in FastAPI. Use when building LLM applications, agents, RAG systems, sentiment analysis, aspect-based analysis, chain orc...

GitHub

env-sync

siti34

Ensures .env.example is updated whenever .env files are modified. Use when adding environment variables, API keys, configuration values, or any secrets to .env files. Prevents configuration drift between .env a...

GitHub

backend-dev-guidelines

siti34

Comprehensive backend development guide for Python/FastAPI/SQLAlchemy applications. Use when creating routes, services, models, schemas, database operations, or working with FastAPI endpoints, SQLAlchemy/Alembi...

GitHub

frontend-dev-guidelines

siti34

Comprehensive frontend development guide for Next.js 14+ with App Router, React Server Components, TypeScript, and modern patterns. Use when building Next.js pages, components, layouts, API routes, server actio...

GitHub

lola-modules

SecKatie

Create and manage Lola modules for multi-assistant AI context distribution. Use when building portable AI skills with multi-assistant support (Claude Code, Cursor, Gemini CLI). This skill is triggered when user...

GitHub

jira-wiki

SecKatie

Jira Wiki Markup (Text Formatting Notation) for formatting issue descriptions, comments, and custom fields. NOT Markdown—Jira uses different syntax. Use when formatting Jira text, creating tables/panels/code bl...

GitHub

skill-creator

SecKatie

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends an AI agent's capabilities with specialized knowledge, workflows,...

GitHub

piper

SecKatie

Convert text to speech using Piper, a fast, local, neural text-to-speech system with natural sounding voices. This skill is triggered when the user says things like "convert text to speech", "text to audio", "r...

GitHub

mermaid

BfdCampos

Guide for creating beautiful Mermaid diagrams with high-contrast styling for GitHub markdown (light/dark mode compatible, no icons).

GitHub

api-patterns

40docs

Use when creating or modifying API endpoints. Provides REST conventions and error handling patterns for this project.

GitHub

database-schema

40docs

Use when working with database models or migrations. Contains schema documentation and relationship patterns.

GitHub

jlink

dmdorta1111

Java automation toolkit for Creo Parametric (J-Link/Object TOOLKIT Java). Use when users ask about: writing Jlink applications, Session management, model/feature/parameter operations, interactive selection, ass...

GitHub

smartassembly

dmdorta1111

Expert-level SmartAssembly scripting for SIGMAXIM's Creo Parametric automation. Use for: .tab script writing/review/debug, CREATE_UDF/ASSEMBLE commands, BEGIN_GUI_DESCR/BEGIN_TAB_DESCR configuration, INCLUDE mo...

GitHub

creo-toolkit

dmdorta1111

Expert-level PTC Creo Parametric TOOLKIT (C API) development resource. Use when users ask about: writing Creo TOOLKIT applications in C/C++, ProE/Creo API function usage, feature creation with element trees (ho...

GitHub

creo-master-engineer

dmdorta1111

Expert-level PTC Creo Parametric modeling and design engineering resource. Use when users ask about: part modeling (extrude, revolve, sweep, blend, helical sweep, swept blend, boundary blend), sketcher constrai...

GitHub

service-website-generator

Holajack

Orchestrates automated service-based website generation with local SEO optimization. Creates 200+ service+location pages using parallel agents, Unsplash images via Jina AI, NextJS with dynamic routing, and Post...

GitHub

frontend-design

shusukeO

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 avoid...

GitHub

concise-rule-writing

FrancisVarga

This skill should be used when the user asks to 'write a rule', 'create a rule', 'make rule shorter', 'keep rules minimal', 'reduce rule size', 'optimize rule', or needs guidance on writing precise, context-eff...

GitHub

knowledge-graph-context

FrancisVarga

Project context from ChromaDB knowledge graph. Triggers on "how does this project work", "architecture", "where is X", "why was Y chosen", "project structure", "component relationships", "design decisions".

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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