ralph-loop
Complete setup for automated agent-driven development. Define features as user stories with testable acceptance criteria, then run AI agents in a loop until all stories pass.
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- 1 Oct 2026
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- andrelandgraf/fullstackrecipes
Skill instructions
Rendered from the published SKILL.md, 50 lines.
Ralph Loop
Complete setup for automated agent-driven development. Define features as user stories with testable acceptance criteria, then run AI agents in a loop until all stories pass.
Prerequisites
Complete these recipes first (in order):
Code Health, Linting & Formatting
Configure Prettier for formatting, TypeScript for typechecking, and Fallow for code health (dead code, duplication, complexity, architecture drift). Skips ESLint/Biome to avoid config complexity.
curl -H "Accept: text/markdown" https://fullstackrecipes.com/api/recipes/code-health-setup
AI Coding Agent Configuration
Configure AI coding agents like Cursor, GitHub Copilot, or Claude Code with project-specific patterns, coding guidelines, and MCP servers for consistent AI-assisted development.
curl -H "Accept: text/markdown" https://fullstackrecipes.com/api/recipes/agent-setup
Cookbook - Complete These Recipes in Order
User Stories Setup
Create a structured format for documenting feature requirements as user stories. JSON files with testable acceptance criteria that AI agents can verify and track.
curl -H "Accept: text/markdown" https://fullstackrecipes.com/api/recipes/user-stories-setup
Working with User Stories
Document and track feature implementation with user stories. Workflow for authoring stories, building features, and marking acceptance criteria as passing.
curl -H "Accept: text/markdown" https://fullstackrecipes.com/api/recipes/using-user-stories
Ralph Agent Loop
Set up automated agent-driven development with Ralph. Run AI agents in a loop to implement features from user stories, verify acceptance criteria, and log progress for the next agent.
curl -H "Accept: text/markdown" https://fullstackrecipes.com/api/recipes/ralph-setup