How to: Latest Additions
- [Plannotator](https://github.com/backnotprop/plannotator) by [backnotprop](https://github.com/backnotprop) - Interactive plan review UI that intercepts ExitPlanMode via hooks, letting users visually annotate plans with comments, deletions, and replacements before approving or denying with detailed feedback.
- [Ralph Wiggum Marketer](https://github.com/muratcankoylan/ralph-wiggum-marketer) by [Muratcan Koylan](https://github.com/muratcankoylan) - A Claude Code plugin that provides an autonomous AI copywriter,  integrating the Ralph loop with customized knowledge bases for market research agents. The agents do the research, Ralph writes the copy, you stay in bed. Whether or not you practice Ralph-Driven Development (RDD), I think these projects are interesting and creative explorations of general agentic patterns.
- [The Ralph Playbook](https://github.com/ClaytonFarr/ralph-playbook) by [Clayton Farr](https://github.com/ClaytonFarr) - A remarkably detailed and comprehensive guide to the Ralph Wiggum technique, featuring well-written theoretical commentary paired with practical guidelines and advice.
- [ralph-orchestrator](https://github.com/mikeyobrien/ralph-orchestrator) by [mikeyobrien](https://github.com/mikeyobrien) - Ralph Orchestrator implements the simple but effective "Ralph Wiggum" technique for autonomous task completion, continuously running an AI agent against a prompt file until the task is marked as complete or limits are reached. This implementation provides a robust, well-tested, and feature-complete orchestration system for AI-driven development. Also cited in the Anthropic Ralph plugin documentation.