Researcher "gave Claude Code 'ADHD' and it thinks 2x better now." (thenewstack.io)

A recent innovation in coding agents has emerged from Brane Labs, where researcher Akhouri introduced the "ADHD" skill for Claude Code, claiming it enhances cognitive processing and ideation capabilities, reportedly making the AI “think 2x better.” This tool utilizes a “tree-of-thought” architecture, allowing for parallel divergent reasoning and scoring of multiple ideas, modeled after the expansive thinking associated with ADHD. Designed more for brainstorming and architectural planning than for accelerating coding, ADHD is built to foster creativity and decision-making in AI systems, asserting advantages in dimensions like trap detection and novelty. However, the validity of these performance claims has drawn skepticism from the AI community. Critics point out that the underlying evaluation is based on a limited set of test problems and urge for comprehensive validation across larger datasets and with external judges to substantiate the “2x better” claim. While ADHD is generating considerable interest on GitHub, with integrations already underway, there are concerns regarding its novelty as similar parallel processing strategies exist in other AI systems. Regardless, Akhouri’s metaphorical naming choice is designed to highlight a broader perspective in AI reasoning, aiming to overcome the limitations of linear thought processes often prevalent in existing models.