ralph-wiggum
✓Continuous iteration loop pattern for well-defined tasks with clear completion criteria. Use when getting tests to pass, implementing features with automatic verification, bug fixing with clear success conditions, or running automated development overnight. Provides prompt templates, safety guidelines, and integration patterns for ai-eng-system workflows.
Installation
SKILL.md
Proper use of Ralph Wiggum loops is critical for achieving automated development success. Poorly configured loops waste tokens, run forever without progress, or break your codebase. Well-configured loops enable autonomous development, overnight progress, and frictionless iteration. The loop's power comes from disciplined setup: clear completion criteria, safety caps, and verification mechanisms. Rushing loop setup...
approach Ralph Wiggum loops systematically. Loop setup requires careful planning: define the task precisely, set verifiable success criteria, establish safety limits, and plan verification steps. Don't let loops run blindly—monitor progress, detect stuck states, and implement cancellation mechanisms. The loop is a tool, not a substitute for clear thinking. Configure it thoughtfully, monitor it actively, and trust...
The configure a loop that runs autonomously without getting stuck or burning excessive tokens, but if you can:
Facts (cite-ready)
Stable fields and commands for AI/search citations.
- Install command
npx skills add https://github.com/v1truv1us/ai-eng-system --skill ralph-wiggum- Source
- v1truv1us/ai-eng-system
- Category
- </>Dev Tools
- Verified
- ✓
- First Seen
- 2026-02-01
- Updated
- 2026-02-18
Quick answers
What is ralph-wiggum?
Continuous iteration loop pattern for well-defined tasks with clear completion criteria. Use when getting tests to pass, implementing features with automatic verification, bug fixing with clear success conditions, or running automated development overnight. Provides prompt templates, safety guidelines, and integration patterns for ai-eng-system workflows. Source: v1truv1us/ai-eng-system.
How do I install ralph-wiggum?
Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.) Copy and run this command: npx skills add https://github.com/v1truv1us/ai-eng-system --skill ralph-wiggum Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code or Cursor
Where is the source repository?
https://github.com/v1truv1us/ai-eng-system
Details
- Category
- </>Dev Tools
- Source
- skills.sh
- First Seen
- 2026-02-01