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loop-engineering
An agentic skills framework & software development methodology that works.
The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
Skills for Real Engineers. Straight from my .agents directory.
Production-grade engineering skills for AI coding agents.
Taste-Skill - gives your AI good taste. stops the AI from generating boring, generic slop
A skill file for removing AI tells from prose
💫 Toolkit to help you get started with Spec-Driven Development
Spec-driven development (SDD) for AI coding assistants.
Breakthrough Method for Agile Ai Driven Development
Ralph is an autonomous AI agent loop that runs repeatedly until all PRD items are complete.
Autonomous AI development loop for Claude Code with intelligent exit detection
A powerful meta-prompting, context engineering and spec-driven development system that enables agents to work for long periods of time autonomously without losing track of the big picture
Turn approved specs into long-running autonomous implementation. A minimal, adaptable SDD harness with Agent Skills for Claude Code, Codex, Cursor, Copilot, Windsurf, OpenCode, Gemini CLI, and Anti…
How real engineers run Claude Code and Codex: spec-driven planning, enforced TDD, persistent memory, and quality enforcement on all levels. Make your agents production-ready.
Persistent file-based planning for AI coding agents and long-running tasks. Crash-proof markdown plans, session recovery after /clear and compaction, per-turn re-injection against context rot, dete…
My Ralph Wiggum setup, an autonomous bash script that runs Claude Code, Codex, OpenCode, Cursor agent, Qwen & Droid in a loop until your PRD is complete.
Spec-Driven Development for serious software developers. Spec Coding with with Claude, Cursor, Gemini, Codex. Kanban dashboard, git worktrees, auto-merge and more.
🔂 Ralph loop with PRs: Run Claude Code in a continuous loop, autonomously creating PRs, waiting for checks, and merging
Agentic development harness for Claude Code — SPEC-driven plan/run/sync, TRUST 5 quality gates, model+effort routing, and Claude×GLM multi-LLM cost control. Single Go binary, 16 languages, zero deps.
A powerful meta-prompting, context engineering and spec-driven development system that enables agents to work for long periods of time autonomously without losing track of the big picture
Spec Driven Development 🤠 Write codebase-aware specs for AI coding agents so they don't derail.
An improved implementation of the Ralph Wiggum technique for autonomous AI agent orchestration
Type `ralph "prompt"` to start open code in a ralph loop. Also supports a prompt file & status check. Open Code, Claude Code, Codex, Copilot
The Ralph Wiggum Technique—the AI development methodology that reduces software costs to less than a fast food worker's wage.
Extended Ralph loop for autonomous AI-driven plan execution
A comprehensive guide to running autonomous AI coding loops using Geoff Huntley's Ralph methodology. View as formatted guide below 👇