bitovi/ai-enablement-prompts/discover-visual-states

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Discover all visual states of a component by interactively exploring the production baseline page — not by reading story files. Finds every interactive element (nav items, dropdowns, toggles, buttons) that produces a distinct visual state, records the interactions needed to reach each one, and saves a pixel-perfect.config.json that the pixel-perfect skill uses to replay those same interactions on both production and Storybook. Run this once per component; re-run when the production page changes.

Install

npx vskill@latest install bitovi/ai-enablement-prompts/discover-visual-states

SKILL.md

Skill: Discover Visual States

Explore the production page to discover every distinct visual state a component can be in. Save the interactions needed to reach each state to pixel-perfect.config.json. The pixel-perfect skill then replays those same interactions on both production and Storybook — no separate story per state required.

When to Use

  • Before running pixel-perfect on a component for the first time
  • When the production page has gained new interactive states
  • When pixel-perfect.config.json does not exist yet for a component

When NOT to Use

  • When pixel-perfect.config.json already exists and is up to date (pixel-perfect will tell you)
  • For components with no interactive states (config will just have the default state)

Inputs

InputRequiredExample
Baseline URLYeshttps://www.bitovi.com
Component scope hintYesnavbar, header nav, [aria-label="Main navigation"] — narrows which part of the page to inspect
Storybook default story URLYeshttp://localhost:6007/iframe.html?id=components-meganavbar--default&viewMode=story
Config output pathAuto-derivedtemp/MegaNavBar/pixel-perfect.config.json — always temp/{ComponentName}/pixel-perfect.config.json

Output: pixel-perfect.config.json

json
{
  "baselineUrl": "https://www.bitovi.com",
  "storybookUrl": "http://localhost:6007/iframe.html?id=components-meganavbar--default&viewMode=story",
  "configPath": "temp/MegaNavBar/pixel-perfect.config.json",
  "states": [
    {
      "label": "default",
      "description": "Component in resting state — no interactions",
      "interactions": []
    },
    {
      "label": "services-dropdown",
      "description": "Services dropdown open",
      "interactions": [
        { "type": "hover", "target": "text:Services" }
      ]
    },
    {
      "label": "our-work-dropdown",
      "description": "Our work dropdown open",
      "interactions": [
        { "type": "hover", "target": "text:Our work" }
      ]
    },
    {
      "label": "contact-form",
      "description": "Contact form panel open",
      "interactions": [
        { "type": "click", "target": "text:Contact Us" }
      ]
    }
  ]
}

Workflow

Step 1: Check for existing config

Derive the config path from the component name: temp/{ComponentName}/pixel-perfect.config.json (e.g. MegaNavBar → temp/MegaNavBar/pixel-perfect.config.json). Create the directory if it does not exist.

Look for pixel-perfect.config.json at that path.

  • If it exists: read it, show the user the current states, ask whether to re-discover or use as-is.
  • If it does not exist: proceed to Step 2.
Step 2: Navigate to baseline and scope the component
  1. Navigate to the baseline URL with Playwright
  2. Dismiss any cookie banners or overlays
  3. Resize viewport to 1280x720
  4. Wait for the page to fully load (2 seconds)
  5. Use mcp_playwright_browser_evaluate to find the component root element using the scope hint:
js
() => {
  const el = document.querySelector('[aria-label="Main navigation"]')
    || document.querySelector('nav')
    || document.querySelector('header');
  return el ? {
    tag: el.tagName,
    id: el.id,
    class: el.className.substring(0, 100),
    rect: el.getBoundingClientRect()
  } : null;
}
Step 3: Discover interactive elements

Within the scoped component, find all elements that can produce a distinct visual state. Run this evaluation:

js
() => {
  const scope = document.querySelector('[aria-label="Main navigation"]') || document.querySelector('nav');
  if (!scope) return [];
  const candidates = [];
  // Buttons and role=button elements
  scope.querySelectorAll('button, [role="button"]').forEach(el => {
    if (el.offsetParent === null) return; // skip hidden
    candidates.push({
      type: 'button',
      text: el.textContent.trim().substring(0, 40),
      ariaExpanded: el.getAttribute('aria-expanded'),
      ariaLabel: el.getAttribute('aria-label'),
    });
  });
  // Links that might reveal sub-menus
  scope.querySelectorAll('a[aria-haspopup], li[aria-haspopup]').forEach(el => {
    candidates.push({
      type: 'link-with-popup',
      text: el.textContent.trim().substring(0, 40),
    });
  });
  // List items with cursor:pointer that aren't plain links
  scope.querySelectorAll('li').forEach(el => {
    if (window.getComputedStyle(el).cursor === 'pointer') {
      const text = el.querySelector('button, a')?.textContent?.trim()?.substring(0, 40);
      if (text) candidates.push({ type: 'clickable-li', text });
    }
  });
  return candidates;
}

Deduplicate by text. This gives a raw list of interactive elements.

Step 4: Probe each element to confirm it produces a distinct visual state

For each candidate, probe it by hovering and clicking to see if the page changes:

  1. Reset: reload the baseline URL (fresh state)
  2. Apply interaction (hover first, then click if hover produces nothing):
  • Use mcp_playwright_browser_snapshot to find the element ref by its text
  • Use mcp_playwright_browser_hover or mcp_playwright_browser_click
  • Wait 500ms
  1. Check if state changed: look for newly visible elements (dropdowns, panels, overlays) using:
js
() => {
  // Find elements that became visible (have content and are now visible)
  return Array.from(document.querySelectorAll('[aria-expanded="true"], [class*="dropdown"][style*="block"], [class*="open"], [class*="active"]'))
    .filter(el => el.offsetParent !== null)
    .map(el => ({ tag: el.tagName, class: el.className.substring(0, 60) }));
}
  1. If new content appeared: take a screenshot, record this as a distinct state with the interaction that triggered it
  2. If nothing changed: skip this element — it doesn't produce a distinct visual state in the component's scope
Step 5: Determine interaction type (hover vs click)

For nav items and dropdowns, prefer hover if it opens the state — it more accurately reflects the production behavior. Use click for toggles (contact forms, mobile menus, accordions).

Heuristic:

  • If the element has aria-expanded that changes on hover → use hover
  • If clicking is required to toggle → use click
  • If both work → prefer hover for dropdowns, click for forms/panels
Step 6: Build and confirm the config

Assemble the states list:

  1. Always include { label: "default", interactions: [] } as the first state
  2. Add one entry per probed interaction that produced a distinct visual state
  3. Use kebab-case for label derived from the element text (e.g. "Services" → "services-dropdown", "Contact Us" → "contact-form")

Show the proposed config to the user in a formatted block:

Discovered N visual states for [component] on [baselineUrl]:
 
  ✅ default             → no interactions (resting state)
  ✅ services-dropdown   → hover "Services"
  ✅ our-work-dropdown   → hover "Our work"
  ✅ community-dropdown  → hover "Community"
  ✅ contact-form        → click "Contact Us"
 
Storybook URL: http://localhost:6007/iframe.html?id=...--default
 
Does this look correct? Confirm to save, or describe any changes needed.

Wait for user confirmation before saving.

Step 7: Verify interactions work on Storybook too

Navigate to the storybookUrl. For each state (except default), attempt the interaction on the Storybook component using the same text/role target.

  • If the element is found and the interaction works → mark ✅
  • If the element is not found or produces no visible change → mark ⚠️ and note it in the config with "storybookWarning": "element not found"

This catches mismatches early — e.g. if the Storybook component uses different text for a button.

Step 8: Save config

Write pixel-perfect.config.json to the specified output path. Confirm the saved path to the user.

Interaction Object Reference

ts
// Hover interaction
{ "type": "hover", "target": "text:Services" }
// Click interaction
{ "type": "click", "target": "text:Contact Us" }
// Keyboard interaction
{ "type": "keydown", "target": "text:Search", "key": "Enter" }
// Type into a field
{ "type": "type", "target": "label:Search", "value": "consulting" }

Target format:

  • text:X — find the first visible element whose trimmed text content is X
  • role:button:X — find <button> or role="button" with accessible name X
  • label:X — find an input associated with label text X
  • selector:X — use X directly as a CSS selector (last resort)

When replaying interactions in pixel-perfect, translate targets to Playwright MCP calls:

  1. mcp_playwright_browser_snapshot → find the ref matching the target description
  2. mcp_playwright_browser_hover / mcp_playwright_browser_click with that ref

Example Output

User: "Discover visual states for the MegaNavBar.
       Baseline: https://www.bitovi.com
       Scope: nav[aria-label='Main navigation']
       Storybook: http://localhost:6007/iframe.html?id=components-meganavbar--default&viewMode=story
       Config: temp/MegaNavBar/pixel-perfect.config.json"
 
Agent:
1. Navigate to https://www.bitovi.com
2. Dismiss cookie banner
3. Scope to <nav> — found navigation element
4. Discover interactive elements:
   - Buttons: Services, Our work, Community, Contact Us
   - Clickable LIs: About, Careers
5. Probe each:
   - "Services" hover → dropdown appeared (Project management, Product design...) ✅
   - "Our work" hover → dropdown appeared (Showcase, More Projects...) ✅
   - "Community" hover → dropdown appeared (Blog, Academy...) ✅
   - "Contact Us" click → form panel appeared ✅
   - "About" click → navigates away — skip (full navigation, not a visual state)
   - "Careers" click → navigates away — skip
6. Verify on Storybook:
   - All 4 interactions work on Storybook default story ✅
7. Config saved to temp/MegaNavBar/pixel-perfect.config.json
   5 states: default, services-dropdown, our-work-dropdown,
             community-dropdown, contact-form

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