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Distill

Community
educlopez
distill

Reduction pass — cuts content, structure, visuals, and dead code that doesn't answer a user question or drive an action, respecting CRAFT_LEVEL. Use when the UI feels cluttered, has too many CTAs, walls of text, or decorative noise, or when the user says "simplify this" / "it feels too busy". Invoke when the user asks for distill on their UI, or mentions 'distill' alongside design / UI / frontend work.

Overview

Publishereduclopez
Repositoryui-craft
Skill namedistill
Stars
344
Forks
17
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 educlopez on GitHub. Read the source before you install it.

Installation

Install the Distill 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.
  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/educlopez/ui-craft.git /tmp/ui-craft
mkdir -p .claude/skills
cp -r /tmp/ui-craft/cli/assets/codex/skills/distill .claude/skills/distill
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Distill 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 Distill 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 Distill 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.

Context: this sub-skill is one lens of the broader ui-craft skill. If the ui-craft skill is also installed, read its SKILL.md first for Discovery + Anti-Slop + Craft Test, then apply the specific lens below.

Distill the UI at $ARGUMENTS to its essence. Load the ui-craft skill.

The test for every section, component, prop, and word:

Does this answer a question the user is asking or drive an action they need to take? If not — cut it.

Knob gating (CRAFT_LEVEL):

  • ≤ 4 → be more aggressive with cuts; strip anything that doesn't directly drive action.
  • 5-7 → standard cuts per the test below.
  • 8+ → preserve signature details even if they don't directly drive action — the one memorable element that makes this feel designed stays.

Apply ruthlessly:

  1. Content — walls of text → 2-3 sentences max per landing section. Vague testimonials → specific metrics or cut. "Features" lists with 12 items → pick the 4 that matter. Placeholder copy → real or removed.
  2. Structure — identical card grids → asymmetric rows with real visuals. Three competing CTAs → one primary + one secondary. Breadcrumbs + title + subtitle + description + icon → pick the two that are load-bearing.
  3. Visuals — decorative gradient blobs → gone. Background patterns that don't carry meaning → gone. Duplicate iconography → gone.
  4. Visual weight reduction — if headings are shouting at weight 800 / 72px / tracking -0.04em, compress: 800 → 600, 72 → 56, -0.04 → -0.02. Don't remove hierarchy; tighten the range. Replace hard drop shadows with ambient + direct (references/modern-css.md) or 1px borders — never both. If every section is full-bleed and high-contrast, let some breathe.
  5. Code — unused props, dead branches, commented-out blocks, console.log, TODO notes without tickets — gone.
  6. Anti-slop overlap — if you see anything on the Anti-Slop Test (SKILL.md), cut it first.

Overlapping commands: for color overload (too many accents, decorative color), use /colorize. For motion noise, use /animate with MOTION_INTENSITY ≤ 3.

Output:

  • Edit code directly.
  • Report what was cut and why in a table:
CutWhy
  • End with a one-line delta: "Before: N sections / M components / X lines. After: …".

Guardrail: do not cut accessibility affordances (labels, focus styles, error text, reduced-motion fallbacks) — those always earn their space.

Next step: /polish — what survived the cut deserves the details (rung 1).

Frequently asked questions

What does the Distill AI skill do?

Reduction pass — cuts content, structure, visuals, and dead code that doesn't answer a user question or drive an action, respecting CRAFT_LEVEL. Use when the UI feels cluttered, has too many CTAs, walls of text, or decorative noise, or when the user says "simplify this" / "it feels too busy". Invoke when the user asks for distill on their UI, or mentions 'distill' alongside design / UI / frontend work.

Why use Distill on TypingMind?

Because you install it once and use it with any model. Distill 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 Distill in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/educlopez/ui-craft/tree/main/cli/assets/codex/skills/distill. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Distill?

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 Distill?

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

Is the Distill AI skill free?

Yes. It is published on GitHub by educlopez 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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