hexstellar

Drop-in AGENTS.md that makes every coding agent behave like a senior engineer instead of an eager intern. Kills sycophancy, stops drive-by refactors, forces verification loops. Synthesizes Karpathy's four principles and Boris Cherny's Claude Code workflow. Works with Claude Code, Codex, Gemini CLI, Cursor, and the open standard.

This repository enhances the performance of machine learning models by introducing a technique that improves how attention mechanisms retain important information. It aims to make models more efficient and effective in understanding context, which is crucial for tasks like language processing and image recognition.

Bring your own agent and build a self-improving agentic system. Automatically mine failures, optimize the agent harness, and gate against regressions.

Optimizing the Promise.all function, this tool automatically manages dependencies, making it easier to run multiple tasks efficiently without waiting unnecessarily for each one to finish. It improves performance and simplifies asynchronous programming in JavaScript.

This repository offers a configuration setup for Claude AI, allowing users to customize and optimize settings to enhance the performance and usability of the AI in various applications. It provides practical guidance for users looking to integrate AI capabilities effectively into their workflows.

Evolver is a project designed to facilitate the creation and management of evolutionary algorithms, which can be used to solve complex problems by mimicking the process of natural selection. It provides an accessible framework for users looking to implement optimization strategies in various applications without needing extensive technical expertise.