Check whether AI-generated code actually matches a written specification.
Catch missing error handling or edge cases before shipping AI-written code.
Compare how well different coding agents follow a spec using the included benchmark.
Add the same verification checklist to another AI coding tool via OVERLAY.md.
| arshbuttar426-hue/colony | 0xallam/my-recipe | 0xhassaan/nn-from-scratch | |
|---|---|---|---|
| Stars | 0 | — | 0 |
| Language | Python | Python | Python |
| Last pushed | — | 2022-11-22 | — |
| Maintenance | — | Dormant | — |
| Setup difficulty | easy | moderate | moderate |
| Complexity | 2/5 | 2/5 | 4/5 |
| Audience | vibe coder | general | developer |
Figures from each repo's GitHub metadata at analysis time.
Installs with pip install colony, no other setup mentioned.
Colony is a tool that checks AI-generated code before you trust it. The idea is simple: instead of hoping the code an AI assistant wrote is correct, you run it through a set of checks that catch problems early, before they cause trouble later. The project is built around what it calls a 4-phase pattern. Any coding task moves through four stages in order: Define, Design, Build, and Check. Each stage has its own smaller checks, called gates, and the idea is that nothing moves forward until the checks for that stage pass. Colony includes a command line tool you install with pip. You give it a specification file, written as a markdown table describing what the code is supposed to do, along with the code file itself, and it runs four verification gates against that code. Those gates check whether the code stays within the size and limits you specified, whether its complexity is reasonable, whether it handles errors and edge cases, and whether everything from the specification actually made it into the finished code. The tool then produces a report showing the results. The project also includes a benchmark folder that compares Colony against two other tools, Ponytail and CrewAI, across five coding tasks, using included runner scripts. For teams that want to use the approach without the CLI, the README explains that a file called OVERLAY.md can be copied into a project as AGENTS.md, CLAUDE.md, or .cursorrules to bring the same checking method into other AI coding tools. Colony is released under the MIT license, so it can be used, copied, and modified freely, including for commercial purposes.
A command line tool that runs AI-generated code through a structured set of checks (scope, clarity, completeness, validation) before you trust it.
Mainly Python. The stack also includes Python, CLI, pip.
Use freely for any purpose, including commercial use, as long as you keep the copyright notice.
Setup difficulty is rated easy, with roughly 5min to a first successful run.
Mainly vibe coder.
This repo across BitVibe Labs
double-check against the repo, no cap.