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Reimagine It Audit

Community
Kayforkind
reimagine-it-audit

Design Health — runs 19 deterministic quality checks on HTML output. Use when the user says /reimagine-it audit, "audit this page", "check design quality", or wants to verify craft-floor compliance before shipping. Catches blank plates, missing focus rings, non-compositor motion, off-palette accents, dead motion, fabricated content. No LLM, no API key. CI-ready with --json and exit codes. Part of the reimagine-it Content-Derived Design suite.

Overview

PublisherKayforkind
Repositoryreimagine-it
Skill namereimagine-it-audit
Stars
211
Forks
31
Bundled files
Instructions only
LicenseMIT
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • Self-contained

    Everything the model needs lives in the instructions — no extra files to sync.

  • Open source

    Published by Kayforkind on GitHub. Read the source before you install it.

Installation

Install the Reimagine It Audit AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/Kayforkind/reimagine-it/tree/main/skills/reimagine-it/audit
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/Kayforkind/reimagine-it.git /tmp/reimagine-it
mkdir -p .claude/skills
cp -r /tmp/reimagine-it/skills/reimagine-it/audit .claude/skills/reimagine-it-audit
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Reimagine It Audit in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Reimagine It Audit on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Reimagine It Audit is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

/reimagine-it audit

Parent: ../SKILL.md — the full Content-Derived Design engine. This sub-skill handles only the deterministic quality check.

Runs npx reimagine-it audit — 19 checks across 6 categories (src/audit.js; Python scripts/audit.py is the CI mirror):

CategoryChecksWhat it catches
Typography3Banned default fonts, type-scale range, measure > 65ch
Palette3Palette drift, transition: all, un-styled ::selection
Motion4Outline removal, missing prefers-reduced-motion, missing :focus-visible, non-compositor animation
Content4Placeholder copy, vibe adjectives, emoji farm, <br><br> spacing
Structure3CDN, external font fetch, figure system doing no work
Performance2Images without dimensions, long pages without content-visibility

Usage

bash
# Agent
/reimagine-it audit path/to/page.html

# CLI (Node — no Python required)
npx reimagine-it audit gold/webpage/after.html
npx reimagine-it audit gold/webpage/after.html --verbose
npx reimagine-it audit gold/webpage/after.html --json

# CI mirror
python scripts/audit_all.py

Exit codes

CodeMeaning
0CLEAN — no issues
1WARNINGS — advisory only, no blockers
2FAIL — must fix before shipping

Procedure

  1. If the user passed a file path, run python scripts/audit.py <path>.
  2. If no path, run python scripts/audit_all.py to audit all gold files.
  3. Report the verdict with a summary table.
  4. For each failure, name the specific rule and the fix.
  5. If --verbose, show per-category breakdown.
  6. If --json, output machine-readable JSON for CI.

Must not

  • Use an LLM for the check — this is deterministic Python only
  • Skip the craft-floor rules (MOT-02, MOT-03 are hard blockers)
  • Report "clean" without actually running the script
  • Invent checks not in scripts/audit.py

Frequently asked questions

What does the Reimagine It Audit AI skill do?

Design Health — runs 19 deterministic quality checks on HTML output. Use when the user says /reimagine-it audit, "audit this page", "check design quality", or wants to verify craft-floor compliance before shipping. Catches blank plates, missing focus rings, non-compositor motion, off-palette accents, dead motion, fabricated content. No LLM, no API key. CI-ready with --json and exit codes. Part of the reimagine-it Content-Derived Design suite.

Why use Reimagine It Audit on TypingMind?

Because you install it once and use it with any model. Reimagine It Audit is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Reimagine It Audit in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/Kayforkind/reimagine-it/tree/main/skills/reimagine-it/audit. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Reimagine It Audit?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Reimagine It Audit?

As many as you like. As long as a model supports skills, you can use Reimagine It Audit with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Reimagine It Audit AI skill free?

Yes. It is published on GitHub by Kayforkind under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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