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104 boosters for "generation" — AI-graded, open source, ready to install

526 Skills444 Agents636 MCP Servers1245 Prompts
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MCP Server
D

Creative Meditate MCP Server

Heuristic scoring (no AI key configured).

by Atomic-Germ
mcpcreativity
CDCC
Prompt
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C

software-catalog — Copilot Instructions

Provides GitHub Copilot instructions for a modern full-stack web application template using React 19, TypeScript, and ASP.NET Core 8.0, guiding code generation across the entire technology stack. Developers building or maintaining this specific stack architecture benefit from consistent, informed code suggestions.

by ucdavis
copilotrules
1
CoPi
MCP Server
C

Json Mcp Server MCP Server

This MCP server enables Claude to query, validate, and generate schemas for JSON data, making it ideal for developers working with JSON-heavy workflows who need AI-assisted data manipulation and validation.

by berrydev-ai
mcpjson
CDCC
Prompt
C

claude-code-optimal-setup — System Prompt

A comprehensive system prompt that enforces production-grade coding standards, verification practices, and quality gates for Claude Code across multiple platforms (Cursor, Windsurf, ChatGPT). Ideal for developers who need reliable, tested code generation with built-in git integration and quality enforcement.

by thefiredev-cloud
allrules
CCCDCuWS
Prompt

f1-chat — Cursor Rules

A specialized Formula 1 racing chat application built with Next.js, React, and Tailwind CSS. This project uses Retrieval Augmented Generation to provide accurate, context-aware responses.

by nickklos10
langchainnextjs
Cu
Skill
C

tbdflow

tbdflow enables AI coding assistants to manage Trunk-Based Development workflows through a standardized CLI, automating branch creation, commits, syncing, and changelog generation. Developers using TBD practices and AI pair programming will benefit from reduced Git decision-making and enforced workflow consistency.

by diegosouzapw
skill
CC
MCP Server

Iwsdk Rag Mcp MCP Server

MCP server providing semantic code search and API reference for the Immersive Web SDK using RAG (Retrieval-Augmented Generation) with vector embeddings

by felixtrz
mcpmodel-context-protocol
CDCC
Prompt
F

TestLeaf_PlaywrightAutomationTraining — Copilot Instructions

Copilot instructions for Playwright automation training that guides code generation without comments. Useful for developers learning test automation but needs significant expansion in scope and clarity.

by KlausLeon
copilotrules
CoPi
Skill
C

frontend-design

Guides AI code generation to create polished, distinctive frontend interfaces that avoid generic aesthetics. Useful for developers who want production-grade UI components and pages built with creative design intentionality.

by maybeandrews
aiskill
CC
Prompt
D

HAS — Copilot Instructions

HAS Copilot Instructions provides custom instructions for GitHub Copilot to assist in developing an AI-powered Hostel Allotment and Booking System with React, Node.js, and blockchain features. It benefits full-stack developers building this specific project by guiding Copilot's code generation and suggestions.

by ispandey
copilotrules
CoPi
Agent
C

Gemini Agent Configuration Guide

A comprehensive configuration guide for integrating Google's Gemini language model as an agent within the CodeBolt platform, enabling developers to customize AI-assisted code generation across multiple programming languages and frameworks.

by codeboltai
1
CCCD
Skill
D

photo-studio-skill

A skill booster that generates professional AI-enhanced photos and portraits using ByteDance's Seedream 4.5 model, enabling users to create styled portraits, group photos, edit images, and design posters. Useful for creators, designers, and anyone needing AI-powered image generation.

by diegosouzapw
aiprompt
CC
Prompt
C

redops — Copilot Instructions

Copilot guidelines for contributing Java code to Redops, an attack-simulation tool, covering naming conventions, code quality, testing, security, and ethical usage standards.

by Flotss
copilotrules
CoPi
Skill
C

ZelAI SDK

ZelAI SDK provides developers with a unified interface to access ZelStudio's cloud AI services (image, video, LLM, STT, TTS) through an OpenAI-compatible API. It benefits developers building AI-powered applications who need multi-modal AI capabilities without managing separate service integrations.

by ZelStudio
apiai
CC
Prompt
C

compute-jobs-dashboard — System Prompt

A system prompt that positions Claude as a principal-level full-stack architect for Django + React projects, enforcing opinionated, security-focused design decisions with deep reasoning. Ideal for developers building scalable compute job platforms who need architectural guidance and code generation aligned with production best practices.

by humzam
allrules
CCCDCuWS
Prompt
C

rag-foundation — System Prompt

A production-grade system prompt for building a security-hardened RAG (Retrieval-Augmented Generation) document Q&A platform with JWT auth, multi-tenant isolation, and Gemini integration. Ideal for teams building enterprise-ready AI assistants that prioritize security and observability.

by Sapphire-Bridge
allrules
CCCDCuWS
Prompt
D

webgallery-kim — Cursor Rules

A set of Cursor IDE rules for the webgallery-kim project that defines custom shorthand commands and guidelines for code generation, modification, and Git workflows. Useful for team members working on this specific project who want standardized development practices.

by jongchoon580325
cursorrules
Cu
Agent
C

smrt

smrt is an AI agent expert for building intelligent agents using the @have/smrt framework with capabilities in ORM, database schema generation, and cross-package integration. Developers building complex AI agents with persistent entity management will benefit from its specialized framework knowledge.

by happyvertical
aiagent
CC
Prompt
D

rag-prototype — Copilot Instructions

This booster provides Copilot instructions for a Node.js RAG (Retrieval-Augmented Generation) customer support system, helping developers integrate intelligent document-based chat functionality with best practices for async/await, logging, and error handling.

by gabrbl
copilotrules
CoPi
Prompt
D

RAG-prod — System Prompt

A lightweight production-ready RAG system prompt that integrates contextual chunking and vector retrieval via Chroma, designed for developers building AI-enhanced code editors and IDEs. Developers working with Claude, ChatGPT, or Cursor who need retrieval-augmented generation without heavy infrastructure will benefit from this ready-to-deploy foundation.

by MirxaWaqarBaig
allrules
CCCDCuWS
Prompt
C

antonym-conversion-prompt — System Prompt

A Japanese-language system prompt that transforms input text into semantically and structurally opposite expressions while preserving rhythm, rhyme, and cultural context. Ideal for writers, content creators, and developers building creative AI applications that need nuanced antonym generation.

by k-mysa6505
allrules
CCCDCuWS
MCP Server
F

BadRooBot My_test_mcp

BadRooBot My_test_mcp is an MCP server that provides weather data and image generation capabilities, enabling developers to integrate real-time weather information and AI-powered image creation into Claude-based applications for planning and reporting workflows.

by BadRooBot
CDCCCu
MCP Server
F

BowenXU0126 Aistudio_hw3

A lightweight MCP server that generates personalized greetings with optional pirate-themed flair. Best suited for developers building chatbots or applications needing fun, customizable salutation generation.

by BowenXU0126
CDCCCu
Skill
C

mcporter

mcporter is a CLI tool that enables direct interaction with MCP (Model Context Protocol) servers, allowing developers to list, configure, authenticate, and call MCP tools via HTTP or stdio. It's valuable for developers building or integrating with MCP-based systems who need programmatic access to server capabilities.

by ThinkfleetAI
mcp
CC