🥒 Pickle Rick for Claude Code — autonomous PRD-driven coding loops + relentless code review. Ralph Loop toolkit.
🔄 Ralph Wiggum iterative AI development loops for GitHub Copilot. Self-referential coding automation that keeps improving until done. Cross-platform Python tool.
Development Phase #3 of the TurkstudentCo ecosystem. Focusing on advanced feature implementation, backend logic iteration, and architectural stabilization. Part of the systematic software development lifecycle.
A Docker-based Ralph Wiggum loop featuring a 3-tier review system, multi-provider support, automatic provider fallback, role escalation, task mode with dependency tracking, and steering guidance.
Dogfood example of the Greenfield + Iterative Development toolchain: GhostPepper, a macOS app built with Swift, WhisperKit, FluidAudio, and Sparkle from clean specs.
Enable Codex to run objective-first autonomous loops with mandatory review and optional verification for long-running task completion
A Claude Code plugin that nails Claude to the same task and won't let go until files actually stop changing — no fake "done" flag to escape. 一个 Claude Code 插件，把CC当驴子使，在真正完成任务之前都会一直拿鞭子抽它，它自己没有任何办法停止被压榨，新时代赛博驴子
Iterative engineering workflow for OpenCode: analyze, inspect, plan, implement, verify, adversarially review, improve until done - with evidence instead of optimism.
This repository contains an iterative deep learning pipeline for cetacean whistle detection using passive acoustic monitoring data of the Strait of Gibraltar. The framework leverages transfer learning from BirdNET embeddings, semi-supervised fine-tuning, and confidence threshold calibration to enable robust detection in noisy marine environments
loop-eng — 迭代闭环交付 skill：先红后绿、独立校验、冻结回流
A standalone agent harness for the iterate review/fix loop: multi-dimension review → validated fixes → re-review until findings converge. Drive it interactively from the built-in terminal UI, or headless from CI and git hooks — with a live dashboard and an auditable decision log.
Mitigate LLM thread quality degeneration from declarative speech acts. Prevent entrenched feedback cycles caused by LLM's premature closure, self-certification, and performative confidence.
Digital Software Product: eCommerce Marketing for food eCommerce brand/company. Focus: Visual Assets and UX and UI design
Codex Autonomous Objective Loops 2026: AI with Mandatory Review & Verification
A project demonstrating iterative development and continuous refactoring process of Object-Oriented Analysis, Design, Programming (OOADP), unit tests, and refactoring through a simple showdown card game with modern DevOps practices.
Autonomous software development plugin for Claude Code implementing Geoffrey Huntley's Ralph Wiggum technique - fresh context per iteration, one task at a time
This repository contains the final project for the Software Development Lifecyle course (CS-250-H2960). The project demonstrates my understanding of key software development principles, including user needs analysis, agile methodologies, and effective teamwork in a collaborative environment.
A reusable project template for building product-shaped systems through thin, proven end-to-end increments.
This repository contains reflections on key practices in software development, focusing on ensuring functionality and security, interpreting user needs, and effective software design. The reflections emphasize the importance of rigorous testing, secure coding practices, user engagement, and thoughtful software architecture. Each project documented
Claude Code skill: autonomous product-improvement loop (tests, bugs, UI/UX, features) that never commits without approval
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