ADHD: A TypeScript-Based Tree-of-Thought Skill for Coding Agents
The open-source repository UditAkhourii/adhd has gained significant traction, introducing a TypeScript-based skill that implements parallel tree-of-thought reasoning with pruning for coding agents. Built on the Claude and Codex Agent SDKs, it helps agents explore multiple divergent reasoning paths simultaneously. This project enhances the problem-solving capabilities of AI coding agents by allowing them to self-evaluate, avoid logical traps, and pursue the most promising solutions. It reflects a growing trend toward agentic workflows that leverage advanced reasoning frameworks rather than simple linear prompting. The tool works by fanning out parallel thoughts under different cognitive frames, scoring them, pruning dead ends or traps, and deepening the execution of the surviving paths. It is designed to integrate with the Codex Agent SDK and Claude, making it highly suitable for complex, interdisciplinary software engineering tasks.
## BACKGROUND
Tree of Thoughts (ToT) is an AI prompting and reasoning framework that generalizes the Chain of Thought approach by allowing language models to explore multiple reasoning paths as a tree. The Codex Agent SDK allows developers to orchestrate coding-focused workflows, often exposing tools as Model Context Protocol (MCP) servers to build scalable software delivery pipelines.