@IfanJew: https://github.com/hyhmrright/brooks-lint… Very very good! It tries to avoid the problem of AI generating crap code. I don't understand why it has so few stars. It's way better than those other exaggerated skills.

X AI KOLs Timeline Tools

Summary

brooks-lint is an AI code review tool based on twelve classic software engineering books, providing structured, traceable code regression risk assessment and repair suggestions, aiming to avoid quality issues in AI-generated code.

https://github.com/hyhmrright/brooks-lint… Very very good! It tries to avoid the problem of AI generating crap code. I don't understand why it has so few stars. It's way better than those other exaggerated skills.
Original Article
View Cached Full Text

Cached at: 06/08/26, 03:16 AM

brooks-lint

AI code reviews grounded in twelve classic engineering books. Consistent. Traceable. Actionable.

English · 简体中文

The Six Decay Risks • What It Looks Like • Benchmark • Installation

→ Visit the website

⭐ If this tool helped you see your codebase differently, give it a star!

Similar Articles

@yaohui12138: Karpathy released a GitHub open-source project that truly amazed me. The project is called andrej-karpathy-skills, with 130k+ stars on GitHub. I'd call it the most useful AI engineering project of 2026. The problem it solves is extremely precise: making Cl…

X AI KOLs Timeline

Karpathy released an open-source project called andrej-karpathy-skills, centered around a 4KB CLAUDE.md file containing 4 behavioral guidelines (Think Before Coding, Simplicity First, Surgical Changes, Goal-Driven Execution). It significantly reduces AI coding error rates (up to 90%), improving code quality and development efficiency.

@laobaishare: GitHub steps in directly — from now on, no AI will write code blindly anymore. --- The newly released Spec Kit has soared to 95K stars in just a few days. The core idea is simple: make AI clearly specify what to do before touching any code. No more throwing a vague prompt and praying the agent doesn't blow up your project.

X AI KOLs Timeline

GitHub has released Spec Kit, a tool that forces AI to generate structured specifications before writing code, including understanding requirements, asking for missing details, organizing the project, and more. It significantly reduces AI-generated error-prone code and is compatible with 25+ AI agents.

@gyro_ai: https://x.com/gyro_ai/status/2055198700016660826

X AI KOLs Timeline

Matt Pocock open-sourced Skills for Real Engineers, a set of small, composable, and hackable AI coding skills designed to address issues in AI programming such as understanding bias, lack of shared language, missing feedback loops, and software entropy. The tool enhances AI programming efficiency through skills like grill-with-docs, tdd, and diagnose, and provides a complete workflow.

@billtheinvestor: 95K: GitHub just pushed the development boundary of AI Agents one step forward. This newly open-sourced system forces AI to complete a full specification (Specs) before writing code. Raking in 95K Stars within days, the most direct consequence is that AI is shifting from 'blind code writing' to 'thinking before executing.'

X AI KOLs Timeline

An open-source system that forces AI to complete a full specification before writing code appeared on GitHub, garnering 95K Stars within days, pushing AI from blind code writing to thinking before executing.

@VincentLogic: AI coding assistants scan the entire project every time they modify code, and the token consumption breaks my heart. After installing CodeGraph, it no longer fumbles around like a headless fly using grep to search files. It first builds a local index graph, organizing function definitions, variable references, and call relationships. When AI needs to work, it directly queries…

X AI KOLs Timeline

CodeGraph reduces the number of times an AI coding assistant scans the entire project by building a local index graph, significantly lowering token consumption and improving speed, compatible with VS Code, Claude Code, and Cursor.