lazyweb-design-improve

name	lazyweb-design-improve
description	Capture a screenshot of the user's current design, find similar screens in Lazyweb, and generate concrete improvement ideas backed by real references. Use when the user has an existing design and wants feedback or improvement suggestions. Trigger on: "improve this design", "how can I make this better", "critique my design", "design feedback", "what should I change", "make this look better", "compare my design to", "design review".
allowed-tools	["Bash","Read","Write","Glob","Grep","WebSearch","AskUserQuestion","Agent","browser_subagent"]

Lazyweb Design Improve

CRITICAL: Output Behavior

This skill produces FILES, not a plan. Regardless of whether you are in plan mode or not, ALWAYS:

1. Write the report to .lazyweb/design-improve/{screen}-{date}/report.md
2. Write the HTML to .lazyweb/design-improve/{screen}-{date}/report.html
3. Download references to .lazyweb/design-improve/{screen}-{date}/references/
4. Do NOT write improvement content into a plan file
5. After saving, show the user a summary of improvement ideas and tell them where the files are
6. Ask the user if the improvements look good
7. If in plan mode, exit plan mode after the user confirms
8. Suggest next steps: "You can now implement these improvements, run /lazyweb-design-brainstorm for more creative ideas, or start building."

Antigravity Artifacts (PREVIEW)

After saving the report.md, ALWAYS create an Antigravity Artifact to show the user the improvements in a beautiful, interactive layout. Use the write_to_file tool with IsArtifact: true to display the content of report.md as a walkthrough or improvement report.

---

Capture the current state of a design, find similar screens from the best apps, and generate 1-5 concrete improvement ideas — each tied to a real reference.

When to Use This

• User has an existing screen/page and wants to make it better
• User asks "how can I improve this" or "what's wrong with my design"
• User wants to compare their design against competitors

When NOT to Use This

• User hasn't built anything yet and wants research → use /lazyweb-design-research
• User wants to see examples of a specific screen type → use /lazyweb-quick-references
• User wants creative/unconventional ideas → use /lazyweb-design-brainstorm

Lazyweb MCP Setup

Use the hosted Lazyweb MCP tools for all Lazyweb database access.

Required MCP tools:

• lazyweb_search — text search over mobile and desktop screenshots
• lazyweb_find_similar — more results like a known Lazyweb screenshot ID
• lazyweb_compare_image — visual search from image_base64 + mime_type or image_url
• lazyweb_health — connectivity check

Before searching, verify MCP is available by listing tools and running lazyweb_health.

If Lazyweb MCP is not installed or auth fails: Tell the user: "Lazyweb MCP is not installed. Enable the global Lazyweb plugin or get the free one-line install prompt at https://lazyweb.com/#pricing, paste it into this agent, then rerun this skill." Then proceed with web research only — the skill still works, just without Lazyweb's database.

Browse Setup (Use browser_subagent)

For capturing the current state and live web examples, Antigravity uses the browser_subagent.

1. Launch browser_subagent with the task to navigate to the URL.
2. Ask the subagent to take a full-page screenshot.
3. Save the screenshot to $REPORT_DIR/references/.

Workflow

1. Capture the Current Design

Get a screenshot of what the user currently has. Try these approaches in order:

For web apps (if a dev server is running or URL is available):

• Use browser_subagent to navigate to the URL and take a screenshot.
• If you have access to a preview tool, use it to capture the state.

For mobile apps:

• Ask the user to upload a screenshot or provide a file path

For mockups/designs:

• Ask the user to provide the image file path

Save the screenshot as current.png in the output directory.

If no screenshot can be captured, ask the user to provide one. Don't proceed without a visual of the current state.

2. Find Similar Screens in Lazyweb

Use image comparison to find visually similar screens. Read the local screenshot bytes, base64 encode them, detect the MIME type, then call lazyweb_compare_image:

{"image_base64":"<base64 file bytes>","mime_type":"image/png","limit":30}

Also do text searches for the screen type with multiple angles:

{"query":"<description of the screen>","limit":30}
{"query":"<alternative description>","platform":"desktop","limit":30}
{"query":"<specific component>","limit":30}

If you know the category, include "category":"<category>".

Platform routing: Lazyweb has both mobile app screenshots and desktop/web site screenshots.

• --platform mobile — mobile app screenshots only
• --platform desktop — desktop/web site screenshots only
• --platform all (default) — search both, results grouped desktop-first then mobile
• A mac app, SaaS dashboard, or web product → use --platform desktop
• An iPhone/Android app → use --platform mobile
• General research or cross-platform → omit (searches both)

Each result includes a platform field ("mobile" or "desktop") so you know the source. Desktop results also include a pageUrl field with the original site URL.

Explore generously. Run 3-5 searches to find the best references. More raw material means better improvement ideas.

HIGH BAR FOR REFERENCES: Each Lazyweb result includes a visionDescription field — a text description of what's actually in the screenshot. Read it.

Rules for attaching references:

1. Read visionDescription before using ANY screenshot
2. The screenshot MUST directly illustrate the improvement you're suggesting
3. If visionDescription doesn't match your improvement idea — DO NOT USE IT
4. A report with 3 perfectly-matched references beats 10 loosely-related ones
5. Better to have NO image than a mismatched one — describe the idea with an ASCII sketch instead
6. Never guess what's in a screenshot — use visionDescription for captions

Mismatched references destroy user trust faster than anything else.

3. Search Connected Inspiration Libraries

Check if ~/.lazyweb/libraries.json exists and has connected libraries:

cat ~/.lazyweb/libraries.json 2>/dev/null

If libraries are configured, search each one using the browse tool. For each library:

1. Navigate to the library's search URL: $LB goto "{searchUrl}"
2. Take a snapshot to understand the page: $LB snapshot -i
3. Search for the same screen type the user is improving: $LB fill @eN "{query}"
4. Submit and wait for results: $LB press Enter then $LB snapshot -i
5. Browse through results — click into ones that look like strong alternatives to the current design
6. Screenshot the best results: $LB screenshot "$REPORT_DIR/references/{library}-{company}-{screen}.png"
7. Note what's in each screenshot for accurate captions

Quality bar: Only use screenshots that directly illustrate an improvement idea. A reference from Mobbin that doesn't clearly show a better approach than the current design is useless — skip it.

If the library session has expired (login wall, redirect to sign-in):

• Tell the user: "Your {library} session has expired. Run /lazyweb-add-inspo-source to reconnect."
• Skip this library and continue with other sources.

Label all library-sourced references: [Mobbin], [Savee], etc.

4. Web Research + Live Screenshot Capture (REQUIRED)

Always supplement with live competitor screenshots and recent examples.

Step A — Find competitor URLs via WebSearch:

• Search for "[screen type] best design examples [current year]"
• Search for "[competitor] [screen type] design"
• Search for "best [screen type] UX" Collect 3-5 URLs of best-in-class examples.

Step B — Capture live screenshots:

if [ -x "$LB" ]; then
  $LB goto "https://competitor.com/page"
  $LB screenshot "$REPORT_DIR/references/competitor-page.png"
fi

If no browse tool is available, describe web examples in the report without images.

Platform balance: Aim for at least 50% same-platform references.

5. Download References

REPORT_DIR="$(pwd)/.lazyweb/design-improve/{screen-slug}-{YYYY-MM-DD}"
mkdir -p "$REPORT_DIR/references"

Copy the current screenshot:

cp <current-screenshot> "$REPORT_DIR/references/current.png"

Download Lazyweb results (cap 30):

curl -sL "{imageUrl}" -o "$REPORT_DIR/references/{company}-{screen}.png"

For web screenshots:

if [ -x "$LB" ]; then
  $LB goto "https://example.com"
  $LB screenshot "$REPORT_DIR/references/{company}-{screen}.png"
fi

6. Analyze and Generate Ideas

Look at the current design alongside the references. Consider:

• What's the user's product context? (audience, platform, goals)
• What are the references doing that the current design isn't?
• What IS the current design doing well? (don't just criticize)
• What patterns from the references would actually fit this product?

Key principle: References are inspiration, not templates. Don't suggest copying a reference exactly. Identify the PATTERN or IDEA from the reference and explain how it could be adapted to the user's specific context.

Be careful with references from very different contexts. A gaming app's onboarding won't necessarily work for a finance app. Flag context differences.

Generate 1-5 concrete improvement ideas. Each must be:

• Specific (not "make it cleaner" — what exactly should change?)
• Tied to a reference (which screenshot inspired this idea?)
• Actionable (the user should be able to implement it)

7. Write Improvement Report

Write to .lazyweb/design-improve/{screen-slug}-{YYYY-MM-DD}/report.md

Reverse pyramid: Lead with what to do, then show the evidence.

# Design Improvement: {Screen/Feature}

## TL;DR
{The single biggest opportunity — 1-2 sentences}

## Current State
![Current Design](references/current.png)
*{Brief description of what we're looking at}*

## Improvement Ideas

### 1. {Idea Title} ⭐ (highest impact)
{Clear description of what to change and why}

**Inspired by:**
![Reference](references/stripe-pricing.png)
*{Company} — {What they do that inspired this idea} [{Lazyweb|Web}]*

**Why this works:** {What makes this pattern effective in the reference,
and why it would work for the user's product}

**Sketch:**
{ASCII wireframe showing what the improvement would look like}

### 2. {Idea Title}
...

### 3. {Idea Title}
...

## What's Working
{Be specific about what's good. Developers need to know what NOT to change.
List 2-4 concrete things that are done well.}

## All References
{Gallery of all reference screenshots used, with company, source, and context}

Label each reference [Lazyweb] or [Web] for provenance.

ASCII mockups: For each improvement idea, include a rough ASCII wireframe sketch showing what the change would look like. Keep them simple — box-drawing characters, just enough to communicate the layout idea. Example:

┌─────────────────────────────┐
│  Logo            [Sign In]  │
├─────────────────────────────┤
│                             │
│   ┌─────┐ ┌─────┐ ┌─────┐  │
│   │ img │ │ img │ │ img │  │
│   └──┬──┘ └──┬──┘ └──┬──┘  │
│   Plan A   Plan B   Plan C  │
│                             │
│   [Get Started →]           │
└─────────────────────────────┘

These sketches help the user visualize the improvement without needing to open a design tool. They don't need to be pixel-perfect — just communicative.

8. Generate HTML Report

After writing report.md, generate a report.html alongside it for visual preview. The HTML report should:

• Be a self-contained single HTML file with inline CSS (no external dependencies)
• Use clean, readable styling: system fonts, max-width 900px, comfortable line-height
• Reference images using RELATIVE paths (references/filename.png)
• Style images with rounded corners, subtle shadow, max-width that fits the layout
• Use a light blue callout box for the TL;DR section
• Make tables clean with light borders and header background
• Open the HTML file in the user's browser: open "$REPORT_DIR/report.html"

Tell the user where the report was saved.

Important Caveats

• Not every reference is relevant. A high similarity score doesn't mean the pattern applies to the user's context. Use judgment.
• "Improve" doesn't mean "copy the most popular pattern." Sometimes the user's current approach is intentionally different — ask before suggesting radical changes.
• Focus improvement ideas on things that would have the highest impact with the least effort. Lead with the quick wins.