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@actually-useful-ai

Actually Useful AI

Language-model applications, coding plugins, and accessibility tools by Luke Steuber.

Actually Useful AI

Language-model applications and tools for building software people can use.

About the maker Public repositories

Start here

I build model-specific tools with a concrete job: compare research, help draft accessible content, or examine an interface before someone has to struggle through it. This organization brings that work together.

Selected work

Project What it does
Accessibility Devkit Code-level accessibility tools, with optional language-model assistance and Model Context Protocol tools.
Intentional UX Examines product task paths with accessibility built in.
Consensus Compares research and arguments from multiple language models.
Universal Chat A shared interface for chat and media across model providers.
Humanize A writing plugin for clearer documentation and code comments.

Working principles

Give the model a specific task. Keep the person in control of what gets sent, changed, or published. Check the result against something outside the model's own answer.

Accessibility work needs both deterministic checks and human judgment. A generated suggestion is a draft; it does not establish compliance or replace testing with people who use assistive technology.

Use and contribute

Start with the README in the relevant repository for installation, supported clients, and release details. Provider access and credentials depend on the tool you choose. Report reproducible bugs through that project's issue tracker, and check its license before reusing code.

Around here

Luke Steuber · Data Poems · Ambient Time · Actually Useful AI · One Impossible Thing

Made by Luke Steuber. Questions or collaboration: luke@lukesteuber.com.

Popular repositories Loading

  1. accessibility-devkit accessibility-devkit Public

    Code-level tools for building accessible web applications: no overlays, no shortcuts

    TypeScript 4

  2. cli-codepen cli-codepen Public

    Push local HTML/CSS/JS to CodePen from the command line via the Prefill API

    Python 2

  3. cli-porkbun cli-porkbun Public

    Command-line interface for Porkbun domain and DNS management

    Python 1

  4. fileherder fileherder Public

    Wrangle scattered files: find duplicates, batch rename, and organize directories

    Python 1

  5. ux-llm-universal ux-llm-universal Public

    Canonical /io/chat app: multi-provider chat, image/video/TTS generation, gallery + share on one unified content store (absorbed ux-llm-media 2026-06-09)

    TypeScript 1

  6. ux-oss-safeguard ux-oss-safeguard Public

    Content safety evaluator built on OpenAI's gpt-oss-safeguard-20b — zero dependencies, streamed verdicts, editable policies

    HTML 1 1

Repositories

Showing 10 of 24 repositories
  • team Public

    Council-style codebase-to-pitch plugin for Claude Code: 12 seats across four subcommittees decide what your code is, who buys it, and what kills it.

    actually-useful-ai/team's past year of commit activity
    Python 0 MIT 0 0 0 Updated Sep 15, 2026
  • craft Public

    Workflow toolbelt for Claude Code: 7 modal commands across discuss/compose/distill/reconsider/present, plus board and context. Pure markdown, no build step.

    actually-useful-ai/craft's past year of commit activity
    Python 0 MIT 1 0 0 Updated Sep 15, 2026
  • accessibility-devkit Public

    Code-level tools for building accessible web applications: no overlays, no shortcuts

    actually-useful-ai/accessibility-devkit's past year of commit activity
    TypeScript 4 MIT 0 0 0 Updated Sep 15, 2026
  • humanize Public

    Claude Code plugin — strip robot language from documentation and code comments

    actually-useful-ai/humanize's past year of commit activity
    Python 0 MIT 0 0 0 Updated Sep 15, 2026
  • ux-llm-universal Public

    Canonical /io/chat app: multi-provider chat, image/video/TTS generation, gallery + share on one unified content store (absorbed ux-llm-media 2026-06-09)

    actually-useful-ai/ux-llm-universal's past year of commit activity
    TypeScript 1 MIT 0 0 0 Updated Sep 15, 2026
  • consensus Public

    Multi-model research debate engine: 8+ language models independently research a question, argue about it, and vote. D3.js family tree visualization.

    actually-useful-ai/consensus's past year of commit activity
    HTML 1 MIT 0 0 0 Updated Sep 15, 2026
  • intentional-ux Public

    Evidence-based UX task-path analysis with accessibility built in

    actually-useful-ai/intentional-ux's past year of commit activity
    Python 0 MIT 0 0 0 Updated Sep 15, 2026
  • ux-oss-safeguard Public

    Content safety evaluator built on OpenAI's gpt-oss-safeguard-20b — zero dependencies, streamed verdicts, editable policies

    actually-useful-ai/ux-oss-safeguard's past year of commit activity
    HTML 1 MIT 1 0 0 Updated Sep 15, 2026
  • .github Public

    Actually Useful AI public profile

    actually-useful-ai/.github's past year of commit activity
    0 0 0 0 Updated Sep 15, 2026
  • fileherder Public

    Wrangle scattered files: find duplicates, batch rename, and organize directories

    actually-useful-ai/fileherder's past year of commit activity
    Python 1 MIT 0 0 0 Updated Sep 15, 2026

People

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