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Distill

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fengshao1227
distill

Strip designs to their essence by removing unnecessary complexity. Great design is simple, powerful, and clean. Use when the user asks to simplify, declutter, reduce noise, remove elements, or make a UI cleaner and more focused.

Overview

Publisherfengshao1227
Repositoryccg-workflow
Skill namedistill
Stars
5.9K
Forks
446
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 fengshao1227 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/fengshao1227/ccg-workflow.git /tmp/ccg-workflow
mkdir -p .claude/skills
cp -r /tmp/ccg-workflow/templates/skills/impeccable/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.

Remove unnecessary complexity from designs, revealing the essential elements and creating clarity through ruthless simplification.

MANDATORY PREPARATION

Invoke /frontend-design — it contains design principles, anti-patterns, and the Context Gathering Protocol. Follow the protocol before proceeding — if no design context exists yet, you MUST run /teach-impeccable first.


Assess Current State

Analyze what makes the design feel complex or cluttered:

  1. Identify complexity sources:

    • Too many elements: Competing buttons, redundant information, visual clutter
    • Excessive variation: Too many colors, fonts, sizes, styles without purpose
    • Information overload: Everything visible at once, no progressive disclosure
    • Visual noise: Unnecessary borders, shadows, backgrounds, decorations
    • Confusing hierarchy: Unclear what matters most
    • Feature creep: Too many options, actions, or paths forward
  2. Find the essence:

    • What's the primary user goal? (There should be ONE)
    • What's actually necessary vs nice-to-have?
    • What can be removed, hidden, or combined?
    • What's the 20% that delivers 80% of value?

If any of these are unclear from the codebase, Ask the user using AskUserQuestion.

CRITICAL: Simplicity is not about removing features - it's about removing obstacles between users and their goals. Every element should justify its existence.

Plan Simplification

Create a ruthless editing strategy:

  • Core purpose: What's the ONE thing this should accomplish?
  • Essential elements: What's truly necessary to achieve that purpose?
  • Progressive disclosure: What can be hidden until needed?
  • Consolidation opportunities: What can be combined or integrated?

IMPORTANT: Simplification is hard. It requires saying no to good ideas to make room for great execution. Be ruthless.

Simplify the Design

Systematically remove complexity across these dimensions:

Information Architecture

  • Reduce scope: Remove secondary actions, optional features, redundant information
  • Progressive disclosure: Hide complexity behind clear entry points (accordions, modals, step-through flows)
  • Combine related actions: Merge similar buttons, consolidate forms, group related content
  • Clear hierarchy: ONE primary action, few secondary actions, everything else tertiary or hidden
  • Remove redundancy: If it's said elsewhere, don't repeat it here

Visual Simplification

  • Reduce color palette: Use 1-2 colors plus neutrals, not 5-7 colors
  • Limit typography: One font family, 3-4 sizes maximum, 2-3 weights
  • Remove decorations: Eliminate borders, shadows, backgrounds that don't serve hierarchy or function
  • Flatten structure: Reduce nesting, remove unnecessary containers—never nest cards inside cards
  • Remove unnecessary cards: Cards aren't needed for basic layout; use spacing and alignment instead
  • Consistent spacing: Use one spacing scale, remove arbitrary gaps

Layout Simplification

  • Linear flow: Replace complex grids with simple vertical flow where possible
  • Remove sidebars: Move secondary content inline or hide it
  • Full-width: Use available space generously instead of complex multi-column layouts
  • Consistent alignment: Pick left or center, stick with it
  • Generous white space: Let content breathe, don't pack everything tight

Interaction Simplification

  • Reduce choices: Fewer buttons, fewer options, clearer path forward (paradox of choice is real)
  • Smart defaults: Make common choices automatic, only ask when necessary
  • Inline actions: Replace modal flows with inline editing where possible
  • Remove steps: Can signup be one step instead of three? Can checkout be simplified?
  • Clear CTAs: ONE obvious next step, not five competing actions

Content Simplification

  • Shorter copy: Cut every sentence in half, then do it again
  • Active voice: "Save changes" not "Changes will be saved"
  • Remove jargon: Plain language always wins
  • Scannable structure: Short paragraphs, bullet points, clear headings
  • Essential information only: Remove marketing fluff, legalese, hedging
  • Remove redundant copy: No headers restating intros, no repeated explanations, say it once

Code Simplification

  • Remove unused code: Dead CSS, unused components, orphaned files
  • Flatten component trees: Reduce nesting depth
  • Consolidate styles: Merge similar styles, use utilities consistently
  • Reduce variants: Does that component need 12 variations, or can 3 cover 90% of cases?

NEVER:

  • Remove necessary functionality (simplicity ≠ feature-less)
  • Sacrifice accessibility for simplicity (clear labels and ARIA still required)
  • Make things so simple they're unclear (mystery ≠ minimalism)
  • Remove information users need to make decisions
  • Eliminate hierarchy completely (some things should stand out)
  • Oversimplify complex domains (match complexity to actual task complexity)

Verify Simplification

Ensure simplification improves usability:

  • Faster task completion: Can users accomplish goals more quickly?
  • Reduced cognitive load: Is it easier to understand what to do?
  • Still complete: Are all necessary features still accessible?
  • Clearer hierarchy: Is it obvious what matters most?
  • Better performance: Does simpler design load faster?

Document Removed Complexity

If you removed features or options:

  • Document why they were removed
  • Consider if they need alternative access points
  • Note any user feedback to monitor

Remember: You have great taste and judgment. Simplification is an act of confidence - knowing what to keep and courage to remove the rest. As Antoine de Saint-Exupéry said: "Perfection is achieved not when there is nothing more to add, but when there is nothing left to take away."

Frequently asked questions

What does the Distill AI skill do?

Strip designs to their essence by removing unnecessary complexity. Great design is simple, powerful, and clean. Use when the user asks to simplify, declutter, reduce noise, remove elements, or make a UI cleaner and more focused.

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/fengshao1227/ccg-workflow/tree/main/templates/skills/impeccable/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 fengshao1227 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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