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adce-framework

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Appetite-Driven Context Engineering framework for AI-first development with 2025 design patterns

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# ADCE Framework **Appetite-Driven Context Engineering for AI-First Development** [![NPM Version](https://img.shields.io/npm/v/adce-framework.svg)](https://npmjs.org/package/adce-framework) [![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT) [![GitHub Stars](https://img.shields.io/github/stars/jamalcodez/adce-framework.svg)](https://github.com/jamalcodez/adce-framework/stargazers) > Transform vague ideas into production-ready features using AI agents, appetite constraints, and context engineering. ## What is ADCE? ADCE combines the best of three methodologies: - **Shape Up**: Appetite setting, circuit breakers, and scope management - **Product Requirement Prompts (PRP)**: Context engineering for AI success - **Subagents**: Specialized AI agents with domain expertise **Result**: Turn broad ideas into working software within predictable timeframes. ## Quick Start ### 1. Install the Framework ```bash # Global installation (recommended) npm install -g adce-framework adce install # Or local installation npm install adce-framework npx adce-framework install ``` ### 2. Start Your First Cycle ```bash # Create a pitch from your idea "Use shaper to create a pitch for: [your broad idea]" # Review technical feasibility "Use architect to review this pitch for feasibility" # Start building "Use builder to implement dashboard components" "Use deployer to set up production deployment" Why ADCE Works ❌ Traditional Problems: Vague prompts → unusable AI output No scope discipline → endless iteration Context loss → repeated explanations No systematic approach → inconsistent results ✅ ADCE Solutions: Systematic refinement: Ideas → working software Appetite constraints: Prevent scope creep Context engineering: Enable AI first-pass success Specialized agents: Domain expertise + consistency The Four Core Agents 🎯 shaper Turns broad ideas into appetite-bounded pitches with comprehensive context 🏗️ architect Manages technical implementation, architecture decisions, and scope within appetite 🎨 builder Handles UI/UX design and frontend development within constraints 🚀 deployer Gets features safely to production and maintains system reliability Real Results Finance Dashboard: "Users want better financial insights" → Working dashboard with spending breakdown in 1.5 weeks (AI-accelerated) User Onboarding: "Reduce new user confusion" → Progressive onboarding flow reducing churn 67% in 1 week (AI-accelerated) Documentation Getting Started: Your first ADCE cycle Complete Methodology: Full framework documentation Real Examples: Complete workflow walkthroughs Agent Specifications: Detailed agent docs Requirements Claude Code (latest version) Node.js 18+ Git Community GitHub Discussions: Framework Q&A Discord Server: Real-time help and community Contributing We welcome contributions! See CONTRIBUTING.md for guidelines. License MIT License - see LICENSE for details. Turn your broad ideas into working software with predictable timeframes.