MCPInstall

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.

Installs
79.5K
Last 24h
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Trending rank
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Security
Pass

Install

Works with every agent the skills CLI supports.

npx skills add https://github.com/pbakaus/impeccable --skill distill
  1. 01

    Install

    Run the command in your project. The CLI asks which agents to install for.

  2. 02

    Describe the task

    Ask your agent for something this skill covers. It loads distill automatically when relevant.

  3. 03

    Review the result

    The agent follows the SKILL.md steps, scripts and references bundled with the skill.

Security audits

Independent scans of the skill's instructions and bundled files.

Gen Agent Trust Hub PassSAFE ·The 'distill' skill provides structured instructions for the agent to simplify and declutter user interface designs. It focuses on design principles such as reducing visual noise, improving hierarchy, and linearizing layouts. No security risks or malicious patterns were found in the skill's instructions or metadata.
Socket PassNo alerts
Snyk PassLOW ·Risk: LOW · No issues
Runlayer PassNONE ·1 file scanned · No issues
ZeroLeaks PassNONE ·Score: 93/100 · 2 sections analyzed

SKILL.md

The instructions your agent reads when the skill is triggered.

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

MANDATORY PREPARATION

Invoke /impeccable — 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 /impeccable teach 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 directly to clarify what you cannot infer.

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."

FAQ

What does the distill 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.

How do I install distill?

Run npx skills add https://github.com/pbakaus/impeccable --skill distill in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/distill/ (personal) or .claude/skills/distill/ (project).

Which AI agents can use distill?

Any agent that supports the open Agent Skills format (a folder with a SKILL.md file), including Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, Cline, OpenCode and more.

Is distill safe to install?

Security partners have reviewed it: Gen Agent Trust Hub passed; Socket passed; Snyk passed; Runlayer passed; ZeroLeaks passed. As with any skill, read the SKILL.md and bundled scripts before installing.

Who maintains distill?

It is published by pbakaus in pbakaus/impeccable. It has 79,456 recorded installs.

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