Development case study · Open Source · Developer Tooling

Impeccable

The missing design vocabulary for AI coding agents — an open-source toolkit that strips AI slop from generated interfaces. Proud open-source contributor.

Open-source contributor

Impeccable design toolkit for AI coding agents preview

About the project

The project. Impeccable strips the slop out of AI-generated interfaces. It gives coding agents — Claude Code, Cursor, Codex CLI, Gemini CLI and more — a precise design vocabulary with commands like /polish, /distill and /clarify, deterministic slop detectors that can fail a PR, and a portable DESIGN.md so your visual system travels with the code.

My contribution. As an open-source contributor I work on the toolkit’s detector rules, command behavior and documentation — the parts agents read before they design. Contributions ship straight into the package every developer installs with a single npx command.

Why it matters. AI can now build the interface, but taste still has to be encoded somewhere. Impeccable is that encoding — and contributing to it keeps me sharp on exactly the craft I bring to client work.

Technologies & capabilities

  • Open Source
  • TypeScript
  • Node.js / CLI
  • AI Tooling
  • Design Systems
  • Developer Experience
  • npm
  • CI Hooks
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