Back to directory

ADHD - a skill for agents

A Claude and Codex Agent SDK skill that runs many isolated, differently framed reasoning branches in parallel, then scores, prunes and deepens them, aimed at open-ended design and brainstorming prompts.

ADHD - a skill for agents

ADHD is a skill for coding agents that treats premature convergence in reasoning as an architectural problem rather than a prompting one. Where linear chain-of-thought anchors on whatever it says first, and tree-of-thought still shares one context across branches, ADHD spawns several isolated reasoning processes under deliberately different cognitive frames with no shared context during divergence, then runs a separate critic pass that scores, clusters, prunes weak branches and deepens the survivors.

It is built on the Claude and Codex Agent SDKs and is intended for design decisions, fuzzy debugging, naming, API surface design, strategy, and other prompts of the form "give me a few ways to." A published side-by-side comparison against a single-shot baseline on one evaluation problem is included in the repository's benchmark results.

More in Agent skills

See all 581
  • Provenance gate

    github.com

    A deterministic authorization gateway that sits between an AI agent and its tools, tracing where each parameter of a side-effect call came from, and blocking the call or asking a human when the source does not check out.

  • A markdown framework of system rules that restates Isaac Asimov's Four Laws of Robotics as a set of prioritized loss calculations for large-language-model agents to follow, published as a discovery file for agents and crawlers to read.

  • Vitruvius

    github.com

    An engineering research agent that runs a discover, read, synthesize, verify and review loop over technical questions, reading sources directly rather than inferring from titles, and publishing its own scored verifier benchmark, weaknesses included.