An Open-Source Toolkit for AI-Assisted Coding
Introducing a lightweight, open-source toolkit that brings structure to AI-assisted coding through a Specify, Plan, Execute workflow.
As most folks on here know now, I’ve been using AI coding tools (Claude Code, Codex CLI) for a while now, and like many developers, I wanted to improve my workflow.
AI coding agents are powerful but unreliable. Most workflow solutions I found were either too complex or too prescriptive for a space that’s evolving this quickly.
So I built an open-source toolkit with a few goals:
• Facilitate consistent AI-assisted coding
• Lean into AI’s strengths while catching its weaknesses
• Keep mental overhead low
It’s a Git repo you clone – no packages to install, no services to configure. Slash commands guide you through Specify → Plan → Execute, with automatic verification after each task.
If it’s working well, you spend more time reviewing completed work than inspecting half-finished prompts.