Tool: rule checker for AI tells (impeccable detect)

What it does

  • A rule checker with 62 built-in rules. No AI model is involved.
  • Two groups of rules: "slop" (AI tells) and "quality". Some are only advisory.
  • Drawer 6 lists what it catches.

When to reach for it

  • You want a quick scan you can repeat, with the same result every time.
  • While an agent edits UI files: the hook checks after each edit.
  • At the end of a build that had no hook.
  • In GitHub Actions.

How to use it

From the command line

  • impeccable detect src/ scans source files. JSX and TSX get the pattern rules only.
  • impeccable detect <url> renders the page in Chrome or Edge. Rules like low contrast and tiny text need this, so point it at your dev server.
  • --json for machine output. --github for GitHub Actions notes. --list-rules to see every rule.
  • Exit code 2 means findings. Exit code 1 means a target couldn't be scanned.

As a hook while the agent edits

  • /impeccable hooks turns it on, off, or shows status.
  • After each UI-file edit it runs 12 quick rules: broken images, overflow, contrast and legibility, gradient text, glow shadows, and drift from DESIGN.md.
  • Everything else runs once, in a deeper pass when the agent stops.
  • It never blocks an edit. It leaves a reminder.
  • It runs unsandboxed, with the agent's environment and network access.
  • For server templates (Blade, Twig, ERB, Handlebars), list their extensions under detector.extensions.

When it flags something

  • Fix real problems.
  • An agent may ignore only one value, with named evidence in --reason. Ask the user before ignoring a whole file or rule.
  • Never add an ignore to skip a fix.
  • Waivers that travel with a file: impeccable-disable <rule>, impeccable-disable-line, impeccable-disable-next-line.

Limits

  • A clean scan is a floor, not proof the design is good.
  • impeccable says the hook is "where most slop gets caught" (asserted, no evidence shown).

What happened when we used it

  • Not run. We applied its rules by hand instead, which found the same kinds of tells it is built to catch.

Source

  • Source: impeccable.

Leads onward

Leads here