Delete agents/extractor.py

agents/extractor.py

@@ -1,1229 +0,0 @@
-"""
-Agent 1: Token Extractor
-Design System Extractor v2
-
-Persona: Meticulous Design Archaeologist
-
-Responsibilities:
-- Crawl pages at specified viewport
-- Extract computed styles from all elements
-- Parse CSS files for variables and rules
-- Extract colors from SVGs
-- Collect colors, typography, spacing, radius, shadows
-- Track frequency and context for each token
-"""
-
-import asyncio
-import re
-from typing import Optional, Callable
-from datetime import datetime
-from collections import defaultdict
-
-from playwright.async_api import async_playwright, Browser, Page, BrowserContext
-
-from core.token_schema import (
-    Viewport,
-    ExtractedTokens,
-    ColorToken,
-    TypographyToken,
-    SpacingToken,
-    RadiusToken,
-    ShadowToken,
-    FontFamily,
-    TokenSource,
-    Confidence,
-)
-from core.color_utils import (
-    normalize_hex,
-    parse_color,
-    get_contrast_with_white,
-    get_contrast_with_black,
-    check_wcag_compliance,
-)
-from config.settings import get_settings
-
-
-class TokenExtractor:
-    """
-    Extracts design tokens from web pages.
-    
-    This is the second part of Agent 1's job — after pages are confirmed,
-    we crawl and extract all CSS values.
-    
-    Enhanced with:
-    - CSS file parsing for variables and rules
-    - SVG color extraction
-    - Inline style extraction
-    """
-    
-    def __init__(self, viewport: Viewport = Viewport.DESKTOP):
-        self.settings = get_settings()
-        self.viewport = viewport
-        self.browser: Optional[Browser] = None
-        self.context: Optional[BrowserContext] = None
-        
-        # Token collection
-        self.colors: dict[str, ColorToken] = {}
-        self.typography: dict[str, TypographyToken] = {}
-        self.spacing: dict[str, SpacingToken] = {}
-        self.radius: dict[str, RadiusToken] = {}
-        self.shadows: dict[str, ShadowToken] = {}
-
-        # Foreground-background pairs extracted from actual DOM elements
-        self.fg_bg_pairs: list[dict] = []
-
-        # CSS Variables collection
-        self.css_variables: dict[str, str] = {}
-
-        # Font tracking
-        self.font_families: dict[str, FontFamily] = {}
-
-        # Statistics
-        self.total_elements = 0
-        self.errors: list[str] = []
-        self.warnings: list[str] = []
-    
-    async def __aenter__(self):
-        """Async context manager entry."""
-        await self._init_browser()
-        return self
-    
-    async def __aexit__(self, exc_type, exc_val, exc_tb):
-        """Async context manager exit."""
-        await self._close_browser()
-    
-    async def _init_browser(self):
-        """Initialize Playwright browser."""
-        playwright = await async_playwright().start()
-        self.browser = await playwright.chromium.launch(
-            headless=self.settings.browser.headless
-        )
-        
-        # Set viewport based on extraction mode
-        if self.viewport == Viewport.DESKTOP:
-            width = self.settings.viewport.desktop_width
-            height = self.settings.viewport.desktop_height
-        else:
-            width = self.settings.viewport.mobile_width
-            height = self.settings.viewport.mobile_height
-        
-        self.context = await self.browser.new_context(
-            viewport={"width": width, "height": height},
-            user_agent="Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36"
-        )
-    
-    async def _close_browser(self):
-        """Close browser and cleanup."""
-        if self.context:
-            await self.context.close()
-        if self.browser:
-            await self.browser.close()
-    
-    async def _scroll_page(self, page: Page):
-        """Scroll page to load lazy content."""
-        await page.evaluate("""
-            async () => {
-                const delay = ms => new Promise(resolve => setTimeout(resolve, ms));
-                const height = document.body.scrollHeight;
-                const step = window.innerHeight;
-                
-                for (let y = 0; y < height; y += step) {
-                    window.scrollTo(0, y);
-                    await delay(100);
-                }
-                
-                // Scroll back to top
-                window.scrollTo(0, 0);
-            }
-        """)
-        
-        # Wait for network idle after scrolling
-        await page.wait_for_load_state("networkidle", timeout=self.settings.browser.network_idle_timeout)
-    
-    async def _extract_styles_from_page(self, page: Page) -> dict:
-        """
-        Extract computed styles from all elements on the page.
-        
-        This is the core extraction logic — we get getComputedStyle for every element.
-        """
-        styles_data = await page.evaluate("""
-            () => {
-                const elements = document.querySelectorAll('*');
-                const results = {
-                    colors: [],
-                    typography: [],
-                    spacing: [],
-                    radius: [],
-                    shadows: [],
-                    elements_count: elements.length,
-                };
-                
-                const colorProperties = [
-                    'color', 'background-color', 'border-color',
-                    'border-top-color', 'border-right-color', 
-                    'border-bottom-color', 'border-left-color',
-                    'outline-color', 'text-decoration-color',
-                ];
-                
-                const spacingProperties = [
-                    'margin-top', 'margin-right', 'margin-bottom', 'margin-left',
-                    'padding-top', 'padding-right', 'padding-bottom', 'padding-left',
-                    'gap', 'row-gap', 'column-gap',
-                ];
-                
-                elements.forEach(el => {
-                    const tag = el.tagName.toLowerCase();
-                    const styles = window.getComputedStyle(el);
-                    
-                    // Skip invisible elements
-                    if (styles.display === 'none' || styles.visibility === 'hidden') {
-                        return;
-                    }
-                    
-                    // --- COLORS ---
-                    colorProperties.forEach(prop => {
-                        const value = styles.getPropertyValue(prop);
-                        if (value && value !== 'rgba(0, 0, 0, 0)' && value !== 'transparent') {
-                            results.colors.push({
-                                value: value,
-                                property: prop,
-                                element: tag,
-                                context: prop.includes('background') ? 'background' : 
-                                        prop.includes('border') ? 'border' : 'text',
-                            });
-                        }
-                    });
-                    
-                    // --- TYPOGRAPHY ---
-                    const fontFamily = styles.getPropertyValue('font-family');
-                    const fontSize = styles.getPropertyValue('font-size');
-                    const fontWeight = styles.getPropertyValue('font-weight');
-                    const lineHeight = styles.getPropertyValue('line-height');
-                    const letterSpacing = styles.getPropertyValue('letter-spacing');
-                    
-                    if (fontSize && fontFamily) {
-                        results.typography.push({
-                            fontFamily: fontFamily,
-                            fontSize: fontSize,
-                            fontWeight: fontWeight,
-                            lineHeight: lineHeight,
-                            letterSpacing: letterSpacing,
-                            element: tag,
-                        });
-                    }
-                    
-                    // --- SPACING ---
-                    spacingProperties.forEach(prop => {
-                        const value = styles.getPropertyValue(prop);
-                        if (value && value !== '0px' && value !== 'auto' && value !== 'normal') {
-                            const px = parseFloat(value);
-                            if (!isNaN(px) && px > 0 && px < 500) {
-                                results.spacing.push({
-                                    value: value,
-                                    valuePx: Math.round(px),
-                                    property: prop,
-                                    context: prop.includes('margin') ? 'margin' : 
-                                            prop.includes('padding') ? 'padding' : 'gap',
-                                });
-                            }
-                        }
-                    });
-                    
-                    // --- BORDER RADIUS ---
-                    const radiusProps = [
-                        'border-radius', 'border-top-left-radius', 
-                        'border-top-right-radius', 'border-bottom-left-radius',
-                        'border-bottom-right-radius',
-                    ];
-                    
-                    radiusProps.forEach(prop => {
-                        const value = styles.getPropertyValue(prop);
-                        if (value && value !== '0px') {
-                            results.radius.push({
-                                value: value,
-                                element: tag,
-                            });
-                        }
-                    });
-                    
-                    // --- BOX SHADOW ---
-                    const shadow = styles.getPropertyValue('box-shadow');
-                    if (shadow && shadow !== 'none') {
-                        results.shadows.push({
-                            value: shadow,
-                            element: tag,
-                        });
-                    }
-                });
-                
-                return results;
-            }
-        """)
-        
-        return styles_data
-
-    async def _extract_fg_bg_pairs(self, page: Page) -> list[dict]:
-        """
-        Extract actual foreground-background color pairs from visible DOM elements.
-
-        For each visible element that has a non-transparent text color, walk up the
-        ancestor chain to find the effective background color.  This gives us real
-        foreground/background pairs so we can do accurate WCAG AA checks instead of
-        only comparing every color against white/black.
-        """
-        pairs = await page.evaluate("""
-            () => {
-                const pairs = [];
-                const seen = new Set();
-
-                function rgbToHex(rgb) {
-                    if (!rgb || rgb === 'transparent' || rgb === 'rgba(0, 0, 0, 0)') return null;
-                    const match = rgb.match(/rgba?\\((\\d+),\\s*(\\d+),\\s*(\\d+)/);
-                    if (!match) return null;
-                    const r = parseInt(match[1]);
-                    const g = parseInt(match[2]);
-                    const b = parseInt(match[3]);
-                    return '#' + [r, g, b].map(c => c.toString(16).padStart(2, '0')).join('');
-                }
-
-                function getEffectiveBackground(el) {
-                    let current = el;
-                    while (current && current !== document.documentElement) {
-                        const bg = window.getComputedStyle(current).backgroundColor;
-                        if (bg && bg !== 'rgba(0, 0, 0, 0)' && bg !== 'transparent') {
-                            return rgbToHex(bg);
-                        }
-                        current = current.parentElement;
-                    }
-                    return '#ffffff';  // default page background
-                }
-
-                const elements = document.querySelectorAll('*');
-                elements.forEach(el => {
-                    const styles = window.getComputedStyle(el);
-                    if (styles.display === 'none' || styles.visibility === 'hidden') return;
-
-                    const fg = rgbToHex(styles.color);
-                    if (!fg) return;
-
-                    const bg = getEffectiveBackground(el);
-                    if (!bg) return;
-
-                    const key = fg + '|' + bg;
-                    if (seen.has(key)) return;
-                    seen.add(key);
-
-                    pairs.push({
-                        foreground: fg,
-                        background: bg,
-                        element: el.tagName.toLowerCase(),
-                    });
-                });
-
-                return pairs;
-            }
-        """)
-        return pairs or []
-
-    async def _extract_css_variables(self, page: Page) -> dict:
-        """
-        Extract CSS custom properties (variables) from :root and stylesheets.
-        
-        This catches colors defined as:
-        - :root { --primary-color: #3860be; }
-        - :root { --brand-cyan: #00c4cc; }
-        """
-        css_vars = await page.evaluate("""
-            () => {
-                const variables = {};
-                
-                // 1. Get CSS variables from :root computed styles
-                const rootStyles = getComputedStyle(document.documentElement);
-                const rootCss = document.documentElement.style.cssText;
-                
-                // 2. Parse all stylesheets for CSS variables
-                for (const sheet of document.styleSheets) {
-                    try {
-                        const rules = sheet.cssRules || sheet.rules;
-                        for (const rule of rules) {
-                            if (rule.style) {
-                                for (let i = 0; i < rule.style.length; i++) {
-                                    const prop = rule.style[i];
-                                    if (prop.startsWith('--')) {
-                                        const value = rule.style.getPropertyValue(prop).trim();
-                                        if (value) {
-                                            variables[prop] = value;
-                                        }
-                                    }
-                                }
-                            }
-                            // Also check @media rules
-                            if (rule.cssRules) {
-                                for (const innerRule of rule.cssRules) {
-                                    if (innerRule.style) {
-                                        for (let i = 0; i < innerRule.style.length; i++) {
-                                            const prop = innerRule.style[i];
-                                            if (prop.startsWith('--')) {
-                                                const value = innerRule.style.getPropertyValue(prop).trim();
-                                                if (value) {
-                                                    variables[prop] = value;
-                                                }
-                                            }
-                                        }
-                                    }
-                                }
-                            }
-                        }
-                    } catch (e) {
-                        // CORS may block access to external stylesheets
-                        console.log('Could not access stylesheet:', e);
-                    }
-                }
-                
-                // 3. Get computed CSS variable values from :root
-                const computedVars = {};
-                for (const prop of Object.keys(variables)) {
-                    const computed = rootStyles.getPropertyValue(prop).trim();
-                    if (computed) {
-                        computedVars[prop] = computed;
-                    }
-                }
-                
-                return { raw: variables, computed: computedVars };
-            }
-        """)
-        
-        return css_vars
-    
-    async def _extract_svg_colors(self, page: Page) -> list[dict]:
-        """
-        Extract colors from SVG elements (fill, stroke).
-        
-        This catches colors in:
-        - <svg fill="#00c4cc">
-        - <path stroke="#3860be">
-        - <circle fill="rgb(188, 212, 50)">
-        """
-        svg_colors = await page.evaluate("""
-            () => {
-                const colors = [];
-                
-                // Find all SVG elements
-                const svgs = document.querySelectorAll('svg, svg *');
-                
-                svgs.forEach(el => {
-                    // Check fill attribute
-                    const fill = el.getAttribute('fill');
-                    if (fill && fill !== 'none' && fill !== 'currentColor' && !fill.startsWith('url(')) {
-                        colors.push({
-                            value: fill,
-                            property: 'svg-fill',
-                            element: el.tagName.toLowerCase(),
-                            context: 'svg',
-                        });
-                    }
-                    
-                    // Check stroke attribute
-                    const stroke = el.getAttribute('stroke');
-                    if (stroke && stroke !== 'none' && stroke !== 'currentColor' && !stroke.startsWith('url(')) {
-                        colors.push({
-                            value: stroke,
-                            property: 'svg-stroke',
-                            element: el.tagName.toLowerCase(),
-                            context: 'svg',
-                        });
-                    }
-                    
-                    // Check computed styles for SVG elements
-                    const styles = getComputedStyle(el);
-                    const computedFill = styles.fill;
-                    const computedStroke = styles.stroke;
-                    
-                    if (computedFill && computedFill !== 'none' && !computedFill.startsWith('url(')) {
-                        colors.push({
-                            value: computedFill,
-                            property: 'svg-fill-computed',
-                            element: el.tagName.toLowerCase(),
-                            context: 'svg',
-                        });
-                    }
-                    
-                    if (computedStroke && computedStroke !== 'none' && !computedStroke.startsWith('url(')) {
-                        colors.push({
-                            value: computedStroke,
-                            property: 'svg-stroke-computed',
-                            element: el.tagName.toLowerCase(),
-                            context: 'svg',
-                        });
-                    }
-                });
-                
-                return colors;
-            }
-        """)
-        
-        return svg_colors
-    
-    async def _extract_inline_styles(self, page: Page) -> dict:
-        """
-        Extract colors from inline style attributes.
-        
-        This catches colors in:
-        - <div style="background-color: #bcd432;">
-        - <span style="color: rgb(0, 196, 204);">
-        """
-        inline_data = await page.evaluate("""
-            () => {
-                const colors = [];
-                const colorRegex = /#[0-9a-fA-F]{3,8}|rgb\\([^)]+\\)|rgba\\([^)]+\\)|hsl\\([^)]+\\)|hsla\\([^)]+\\)/gi;
-                
-                // Find all elements with inline styles
-                const elements = document.querySelectorAll('[style]');
-                
-                elements.forEach(el => {
-                    const styleAttr = el.getAttribute('style');
-                    if (styleAttr) {
-                        const matches = styleAttr.match(colorRegex);
-                        if (matches) {
-                            matches.forEach(color => {
-                                colors.push({
-                                    value: color,
-                                    property: 'inline-style',
-                                    element: el.tagName.toLowerCase(),
-                                    context: 'inline',
-                                });
-                            });
-                        }
-                    }
-                });
-                
-                return colors;
-            }
-        """)
-        
-        return inline_data
-    
-    async def _extract_stylesheet_colors(self, page: Page) -> list[dict]:
-        """
-        Parse CSS stylesheets for color values.
-        
-        This catches colors defined in CSS rules that may not be
-        currently applied to visible elements.
-        
-        Also fetches external stylesheets that may be CORS-blocked.
-        """
-        css_colors = await page.evaluate("""
-            () => {
-                const colors = [];
-                const colorRegex = /#[0-9a-fA-F]{3,8}|rgb\\([^)]+\\)|rgba\\([^)]+\\)|hsl\\([^)]+\\)|hsla\\([^)]+\\)/gi;
-                
-                // Color-related CSS properties
-                const colorProps = [
-                    'color', 'background-color', 'background', 'border-color',
-                    'border-top-color', 'border-right-color', 'border-bottom-color', 'border-left-color',
-                    'outline-color', 'box-shadow', 'text-shadow', 'fill', 'stroke',
-                    'caret-color', 'column-rule-color', 'text-decoration-color',
-                ];
-                
-                // Parse all stylesheets
-                for (const sheet of document.styleSheets) {
-                    try {
-                        const rules = sheet.cssRules || sheet.rules;
-                        for (const rule of rules) {
-                            if (rule.style) {
-                                colorProps.forEach(prop => {
-                                    const value = rule.style.getPropertyValue(prop);
-                                    if (value) {
-                                        const matches = value.match(colorRegex);
-                                        if (matches) {
-                                            matches.forEach(color => {
-                                                colors.push({
-                                                    value: color,
-                                                    property: prop,
-                                                    element: 'css-rule',
-                                                    context: 'stylesheet',
-                                                    selector: rule.selectorText || '',
-                                                });
-                                            });
-                                        }
-                                    }
-                                });
-                            }
-                        }
-                    } catch (e) {
-                        // CORS may block access to external stylesheets
-                    }
-                }
-                
-                return colors;
-            }
-        """)
-        
-        return css_colors
-    
-    async def _fetch_external_css_colors(self, page: Page) -> list[dict]:
-        """
-        Fetch and parse external CSS files directly to bypass CORS.
-        
-        This catches colors in external stylesheets that are blocked by CORS.
-        """
-        colors = []
-        
-        try:
-            # Get all stylesheet URLs
-            css_urls = await page.evaluate("""
-                () => {
-                    const urls = [];
-                    const links = document.querySelectorAll('link[rel="stylesheet"]');
-                    links.forEach(link => {
-                        if (link.href) {
-                            urls.push(link.href);
-                        }
-                    });
-                    return urls;
-                }
-            """)
-            
-            # Color regex pattern
-            color_regex = re.compile(r'#[0-9a-fA-F]{3,8}|rgb\([^)]+\)|rgba\([^)]+\)|hsl\([^)]+\)|hsla\([^)]+\)', re.IGNORECASE)
-            
-            # Fetch each CSS file
-            for css_url in css_urls[:10]:  # Limit to 10 files
-                try:
-                    response = await page.request.get(css_url, timeout=5000)
-                    if response.ok:
-                        css_text = await response.text()
-                        
-                        # Find all color values in CSS text
-                        matches = color_regex.findall(css_text)
-                        for match in matches:
-                            colors.append({
-                                "value": match,
-                                "property": "external-css",
-                                "element": "css-file",
-                                "context": "external-stylesheet",
-                            })
-                except Exception as e:
-                    # Skip if fetch fails
-                    pass
-            
-        except Exception as e:
-            self.warnings.append(f"External CSS fetch failed: {str(e)}")
-        
-        return colors
-    
-    async def _extract_all_page_colors(self, page: Page) -> list[dict]:
-        """
-        Extract ALL color values from the page source and styles.
-        
-        This is a brute-force approach that scans the entire page HTML
-        and all style blocks for any color values.
-        """
-        colors = await page.evaluate("""
-            () => {
-                const colors = [];
-                const colorRegex = /#[0-9a-fA-F]{3,8}|rgb\\([^)]+\\)|rgba\\([^)]+\\)|hsl\\([^)]+\\)|hsla\\([^)]+\\)/gi;
-                
-                // 1. Scan all <style> tags
-                const styleTags = document.querySelectorAll('style');
-                styleTags.forEach(style => {
-                    const matches = style.textContent.match(colorRegex);
-                    if (matches) {
-                        matches.forEach(color => {
-                            colors.push({
-                                value: color,
-                                property: 'style-tag',
-                                element: 'style',
-                                context: 'style-block',
-                            });
-                        });
-                    }
-                });
-                
-                // 2. Scan data attributes that might contain colors
-                const allElements = document.querySelectorAll('*');
-                allElements.forEach(el => {
-                    // Check data attributes
-                    for (const attr of el.attributes) {
-                        if (attr.name.startsWith('data-') || attr.name === 'style') {
-                            const matches = attr.value.match(colorRegex);
-                            if (matches) {
-                                matches.forEach(color => {
-                                    colors.push({
-                                        value: color,
-                                        property: attr.name,
-                                        element: el.tagName.toLowerCase(),
-                                        context: 'attribute',
-                                    });
-                                });
-                            }
-                        }
-                    }
-                    
-                    // Check for color in class names (some frameworks use color classes)
-                    const classList = el.className;
-                    if (typeof classList === 'string') {
-                        const colorMatches = classList.match(colorRegex);
-                        if (colorMatches) {
-                            colorMatches.forEach(color => {
-                                colors.push({
-                                    value: color,
-                                    property: 'class',
-                                    element: el.tagName.toLowerCase(),
-                                    context: 'class-name',
-                                });
-                            });
-                        }
-                    }
-                });
-                
-                // 3. Look for colors in script tags (config objects)
-                const scriptTags = document.querySelectorAll('script');
-                scriptTags.forEach(script => {
-                    if (script.textContent && !script.src) {
-                        const matches = script.textContent.match(colorRegex);
-                        if (matches) {
-                            matches.forEach(color => {
-                                colors.push({
-                                    value: color,
-                                    property: 'script',
-                                    element: 'script',
-                                    context: 'javascript',
-                                });
-                            });
-                        }
-                    }
-                });
-                
-                return colors;
-            }
-        """)
-        
-        return colors
-    
-    def _process_css_variables(self, css_vars: dict):
-        """Process CSS variables and extract color tokens from them."""
-        computed = css_vars.get("computed", {})
-        raw = css_vars.get("raw", {})
-        
-        # Store CSS variables
-        self.css_variables = {**raw, **computed}
-        
-        # Extract colors from CSS variables
-        color_regex = re.compile(r'#[0-9a-fA-F]{3,8}|rgb\([^)]+\)|rgba\([^)]+\)|hsl\([^)]+\)|hsla\([^)]+\)', re.IGNORECASE)
-        
-        for var_name, value in computed.items():
-            if color_regex.match(value.strip()):
-                # This is a color variable
-                color_data = {
-                    "value": value.strip(),
-                    "property": var_name,
-                    "element": ":root",
-                    "context": "css-variable",
-                }
-                
-                hex_value = self._process_color(color_data)
-                if hex_value and hex_value not in self.colors:
-                    contrast_white = get_contrast_with_white(hex_value)
-                    contrast_black = get_contrast_with_black(hex_value)
-                    compliance = check_wcag_compliance(hex_value, "#ffffff")
-                    
-                    self.colors[hex_value] = ColorToken(
-                        value=hex_value,
-                        frequency=1,
-                        contexts=["css-variable"],
-                        elements=[":root"],
-                        css_properties=[var_name],
-                        contrast_white=round(contrast_white, 2),
-                        contrast_black=round(contrast_black, 2),
-                        wcag_aa_large_text=compliance["aa_large_text"],
-                        wcag_aa_small_text=compliance["aa_normal_text"],
-                        source=TokenSource.DETECTED,  # CSS variable is still "detected"
-                        confidence=Confidence.HIGH,
-                    )
-                elif hex_value and hex_value in self.colors:
-                    # Update existing token
-                    token = self.colors[hex_value]
-                    token.frequency += 1
-                    if "css-variable" not in token.contexts:
-                        token.contexts.append("css-variable")
-                    if var_name not in token.css_properties:
-                        token.css_properties.append(var_name)
-
-    def _process_color(self, color_data: dict) -> Optional[str]:
-        """Process and normalize a color value."""
-        value = color_data.get("value", "")
-        
-        # Parse and normalize
-        parsed = parse_color(value)
-        if not parsed:
-            return None
-        
-        return parsed.hex
-    
-    def _aggregate_colors(self, raw_colors: list[dict]):
-        """Aggregate color data from extraction."""
-        for color_data in raw_colors:
-            hex_value = self._process_color(color_data)
-            if not hex_value:
-                continue
-            
-            if hex_value not in self.colors:
-                # Calculate contrast ratios
-                contrast_white = get_contrast_with_white(hex_value)
-                contrast_black = get_contrast_with_black(hex_value)
-                compliance = check_wcag_compliance(hex_value, "#ffffff")
-                
-                self.colors[hex_value] = ColorToken(
-                    value=hex_value,
-                    frequency=0,
-                    contexts=[],
-                    elements=[],
-                    css_properties=[],
-                    contrast_white=round(contrast_white, 2),
-                    contrast_black=round(contrast_black, 2),
-                    wcag_aa_large_text=compliance["aa_large_text"],
-                    wcag_aa_small_text=compliance["aa_normal_text"],
-                )
-            
-            # Update frequency and context
-            token = self.colors[hex_value]
-            token.frequency += 1
-            
-            context = color_data.get("context", "")
-            if context and context not in token.contexts:
-                token.contexts.append(context)
-            
-            element = color_data.get("element", "")
-            if element and element not in token.elements:
-                token.elements.append(element)
-            
-            prop = color_data.get("property", "")
-            if prop and prop not in token.css_properties:
-                token.css_properties.append(prop)
-    
-    def _aggregate_typography(self, raw_typography: list[dict]):
-        """Aggregate typography data from extraction."""
-        for typo_data in raw_typography:
-            # Create unique key
-            font_family = typo_data.get("fontFamily", "")
-            font_size = typo_data.get("fontSize", "")
-            font_weight = typo_data.get("fontWeight", "400")
-            line_height = typo_data.get("lineHeight", "normal")
-            
-            key = f"{font_size}|{font_weight}|{font_family[:50]}"
-            
-            if key not in self.typography:
-                # Parse font size to px
-                font_size_px = None
-                if font_size.endswith("px"):
-                    try:
-                        font_size_px = float(font_size.replace("px", ""))
-                    except ValueError:
-                        pass
-                
-                # Parse line height
-                line_height_computed = None
-                if line_height and line_height != "normal":
-                    if line_height.endswith("px") and font_size_px:
-                        try:
-                            lh_px = float(line_height.replace("px", ""))
-                            line_height_computed = round(lh_px / font_size_px, 2)
-                        except ValueError:
-                            pass
-                    else:
-                        try:
-                            line_height_computed = float(line_height)
-                        except ValueError:
-                            pass
-                
-                self.typography[key] = TypographyToken(
-                    font_family=font_family.split(",")[0].strip().strip('"\''),
-                    font_size=font_size,
-                    font_size_px=font_size_px,
-                    font_weight=int(font_weight) if font_weight.isdigit() else 400,
-                    line_height=line_height,
-                    line_height_computed=line_height_computed,
-                    letter_spacing=typo_data.get("letterSpacing"),
-                    frequency=0,
-                    elements=[],
-                )
-            
-            # Update
-            token = self.typography[key]
-            token.frequency += 1
-            
-            element = typo_data.get("element", "")
-            if element and element not in token.elements:
-                token.elements.append(element)
-            
-            # Track font families
-            primary_font = token.font_family
-            if primary_font not in self.font_families:
-                self.font_families[primary_font] = FontFamily(
-                    name=primary_font,
-                    fallbacks=[f.strip().strip('"\'') for f in font_family.split(",")[1:]],
-                    frequency=0,
-                )
-            self.font_families[primary_font].frequency += 1
-    
-    def _aggregate_spacing(self, raw_spacing: list[dict]):
-        """Aggregate spacing data from extraction."""
-        for space_data in raw_spacing:
-            value = space_data.get("value", "")
-            value_px = space_data.get("valuePx", 0)
-            
-            key = str(value_px)
-            
-            if key not in self.spacing:
-                self.spacing[key] = SpacingToken(
-                    value=f"{value_px}px",
-                    value_px=value_px,
-                    frequency=0,
-                    contexts=[],
-                    properties=[],
-                    fits_base_4=value_px % 4 == 0,
-                    fits_base_8=value_px % 8 == 0,
-                )
-            
-            token = self.spacing[key]
-            token.frequency += 1
-            
-            context = space_data.get("context", "")
-            if context and context not in token.contexts:
-                token.contexts.append(context)
-            
-            prop = space_data.get("property", "")
-            if prop and prop not in token.properties:
-                token.properties.append(prop)
-    
-    def _aggregate_radius(self, raw_radius: list[dict]):
-        """Aggregate border radius data."""
-        for radius_data in raw_radius:
-            value = radius_data.get("value", "")
-            
-            # Normalize to simple format
-            # "8px 8px 8px 8px" -> "8px"
-            parts = value.split()
-            if len(set(parts)) == 1:
-                value = parts[0]
-            
-            if value not in self.radius:
-                value_px = None
-                if value.endswith("px"):
-                    try:
-                        value_px = int(float(value.replace("px", "")))
-                    except ValueError:
-                        pass
-                
-                self.radius[value] = RadiusToken(
-                    value=value,
-                    value_px=value_px,
-                    frequency=0,
-                    elements=[],
-                    fits_base_4=value_px % 4 == 0 if value_px else False,
-                    fits_base_8=value_px % 8 == 0 if value_px else False,
-                )
-            
-            token = self.radius[value]
-            token.frequency += 1
-            
-            element = radius_data.get("element", "")
-            if element and element not in token.elements:
-                token.elements.append(element)
-    
-    def _aggregate_shadows(self, raw_shadows: list[dict]):
-        """Aggregate box shadow data."""
-        for shadow_data in raw_shadows:
-            value = shadow_data.get("value", "")
-            
-            if value not in self.shadows:
-                self.shadows[value] = ShadowToken(
-                    value=value,
-                    frequency=0,
-                    elements=[],
-                )
-            
-            token = self.shadows[value]
-            token.frequency += 1
-            
-            element = shadow_data.get("element", "")
-            if element and element not in token.elements:
-                token.elements.append(element)
-    
-    def _calculate_confidence(self, frequency: int) -> Confidence:
-        """Calculate confidence level based on frequency."""
-        if frequency >= 10:
-            return Confidence.HIGH
-        elif frequency >= 3:
-            return Confidence.MEDIUM
-        return Confidence.LOW
-    
-    def _detect_spacing_base(self) -> Optional[int]:
-        """Detect the base spacing unit (4 or 8)."""
-        fits_4 = sum(1 for s in self.spacing.values() if s.fits_base_4)
-        fits_8 = sum(1 for s in self.spacing.values() if s.fits_base_8)
-        
-        total = len(self.spacing)
-        if total == 0:
-            return None
-        
-        # If 80%+ values fit base 8, use 8
-        if fits_8 / total >= 0.8:
-            return 8
-        # If 80%+ values fit base 4, use 4
-        elif fits_4 / total >= 0.8:
-            return 4
-        
-        return None
-    
-    async def extract(
-        self,
-        pages: list[str],
-        progress_callback: Optional[Callable[[float], None]] = None
-    ) -> ExtractedTokens:
-        """
-        Extract tokens from a list of pages.
-        
-        Enhanced extraction includes:
-        - DOM computed styles
-        - CSS variables from :root
-        - SVG fill/stroke colors
-        - Inline style colors
-        - Stylesheet color rules
-        
-        Args:
-            pages: List of URLs to crawl
-            progress_callback: Optional callback for progress updates
-        
-        Returns:
-            ExtractedTokens with all discovered tokens
-        """
-        start_time = datetime.now()
-        pages_crawled = []
-        
-        async with self:
-            for i, url in enumerate(pages):
-                try:
-                    page = await self.context.new_page()
-                    
-                    # Navigate with fallback strategy
-                    try:
-                        await page.goto(
-                            url,
-                            wait_until="domcontentloaded",
-                            timeout=60000  # 60 seconds
-                        )
-                        # Wait for JS to render
-                        await page.wait_for_timeout(2000)
-                    except Exception as nav_error:
-                        # Fallback to load event
-                        try:
-                            await page.goto(
-                                url,
-                                wait_until="load",
-                                timeout=60000
-                            )
-                            await page.wait_for_timeout(3000)
-                        except Exception:
-                            self.warnings.append(f"Slow load for {url}, extracting partial content")
-                    
-                    # Scroll to load lazy content
-                    await self._scroll_page(page)
-                    
-                    # =========================================================
-                    # ENHANCED EXTRACTION: Multiple sources
-                    # =========================================================
-                    
-                    # Track counts before extraction for this page
-                    colors_before = len(self.colors)
-                    typo_before = len(self.typography)
-                    spacing_before = len(self.spacing)
-                    radius_before = len(self.radius)
-                    shadows_before = len(self.shadows)
-                    
-                    # 1. Extract DOM computed styles (original method)
-                    styles = await self._extract_styles_from_page(page)
-                    dom_colors = len(styles.get("colors", []))
-                    self._aggregate_colors(styles.get("colors", []))
-                    self._aggregate_typography(styles.get("typography", []))
-                    self._aggregate_spacing(styles.get("spacing", []))
-                    self._aggregate_radius(styles.get("radius", []))
-                    self._aggregate_shadows(styles.get("shadows", []))
-                    
-                    # 2. Extract CSS variables (--primary-color, etc.)
-                    css_var_count = 0
-                    try:
-                        css_vars = await self._extract_css_variables(page)
-                        css_var_count = len(css_vars.get("computed", {}))
-                        self._process_css_variables(css_vars)
-                    except Exception as e:
-                        self.warnings.append(f"CSS variables extraction failed: {str(e)}")
-                    
-                    # 3. Extract SVG colors (fill, stroke)
-                    svg_color_count = 0
-                    try:
-                        svg_colors = await self._extract_svg_colors(page)
-                        svg_color_count = len(svg_colors)
-                        self._aggregate_colors(svg_colors)
-                    except Exception as e:
-                        self.warnings.append(f"SVG color extraction failed: {str(e)}")
-                    
-                    # 4. Extract inline style colors
-                    inline_color_count = 0
-                    try:
-                        inline_colors = await self._extract_inline_styles(page)
-                        inline_color_count = len(inline_colors)
-                        self._aggregate_colors(inline_colors)
-                    except Exception as e:
-                        self.warnings.append(f"Inline style extraction failed: {str(e)}")
-                    
-                    # 5. Extract stylesheet colors (CSS rules)
-                    stylesheet_color_count = 0
-                    try:
-                        stylesheet_colors = await self._extract_stylesheet_colors(page)
-                        stylesheet_color_count = len(stylesheet_colors)
-                        self._aggregate_colors(stylesheet_colors)
-                    except Exception as e:
-                        self.warnings.append(f"Stylesheet color extraction failed: {str(e)}")
-                    
-                    # 6. Fetch external CSS files (bypass CORS)
-                    external_css_count = 0
-                    try:
-                        external_colors = await self._fetch_external_css_colors(page)
-                        external_css_count = len(external_colors)
-                        self._aggregate_colors(external_colors)
-                    except Exception as e:
-                        self.warnings.append(f"External CSS fetch failed: {str(e)}")
-                    
-                    # 7. Brute-force scan all page content for colors
-                    page_scan_count = 0
-                    try:
-                        page_colors = await self._extract_all_page_colors(page)
-                        page_scan_count = len(page_colors)
-                        self._aggregate_colors(page_colors)
-                    except Exception as e:
-                        self.warnings.append(f"Page scan failed: {str(e)}")
-
-                    # 8. Extract foreground-background color pairs for real AA checks
-                    try:
-                        fg_bg = await self._extract_fg_bg_pairs(page)
-                        self.fg_bg_pairs.extend(fg_bg)
-                    except Exception as e:
-                        self.warnings.append(f"FG/BG pair extraction failed: {str(e)}")
-
-                    # =========================================================
-                    # Log extraction results for this page
-                    # =========================================================
-                    colors_new = len(self.colors) - colors_before
-                    typo_new = len(self.typography) - typo_before
-                    spacing_new = len(self.spacing) - spacing_before
-                    radius_new = len(self.radius) - radius_before
-                    shadows_new = len(self.shadows) - shadows_before
-                    
-                    # Store extraction stats for logging
-                    self._last_extraction_stats = {
-                        "url": url,
-                        "dom_colors": dom_colors,
-                        "css_variables": css_var_count,
-                        "svg_colors": svg_color_count,
-                        "inline_colors": inline_color_count,
-                        "stylesheet_colors": stylesheet_color_count,
-                        "external_css_colors": external_css_count,
-                        "page_scan_colors": page_scan_count,
-                        "new_colors": colors_new,
-                        "new_typography": typo_new,
-                        "new_spacing": spacing_new,
-                        "new_radius": radius_new,
-                        "new_shadows": shadows_new,
-                    }
-                    
-                    # =========================================================
-                    
-                    self.total_elements += styles.get("elements_count", 0)
-                    pages_crawled.append(url)
-                    
-                    await page.close()
-                    
-                    # Progress callback
-                    if progress_callback:
-                        progress_callback((i + 1) / len(pages))
-                    
-                    # Rate limiting
-                    await asyncio.sleep(self.settings.crawl.crawl_delay_ms / 1000)
-                    
-                except Exception as e:
-                    self.errors.append(f"Error extracting {url}: {str(e)}")
-        
-        # Calculate confidence for all tokens
-        for token in self.colors.values():
-            token.confidence = self._calculate_confidence(token.frequency)
-        for token in self.typography.values():
-            token.confidence = self._calculate_confidence(token.frequency)
-        for token in self.spacing.values():
-            token.confidence = self._calculate_confidence(token.frequency)
-        
-        # Detect spacing base
-        spacing_base = self._detect_spacing_base()
-        
-        # Mark outliers in spacing
-        if spacing_base:
-            for token in self.spacing.values():
-                if spacing_base == 8 and not token.fits_base_8:
-                    token.is_outlier = True
-                elif spacing_base == 4 and not token.fits_base_4:
-                    token.is_outlier = True
-        
-        # Determine primary font
-        if self.font_families:
-            primary_font = max(self.font_families.values(), key=lambda f: f.frequency)
-            primary_font.usage = "primary"
-        
-        # Build result
-        end_time = datetime.now()
-        duration_ms = int((end_time - start_time).total_seconds() * 1000)
-        
-        return ExtractedTokens(
-            viewport=self.viewport,
-            source_url=pages[0] if pages else "",
-            pages_crawled=pages_crawled,
-            colors=list(self.colors.values()),
-            typography=list(self.typography.values()),
-            spacing=list(self.spacing.values()),
-            radius=list(self.radius.values()),
-            shadows=list(self.shadows.values()),
-            font_families=list(self.font_families.values()),
-            spacing_base=spacing_base,
-            extraction_timestamp=start_time,
-            extraction_duration_ms=duration_ms,
-            total_elements_analyzed=self.total_elements,
-            unique_colors=len(self.colors),
-            unique_font_sizes=len(set(t.font_size for t in self.typography.values())),
-            unique_spacing_values=len(self.spacing),
-            errors=self.errors,
-            warnings=self.warnings,
-        )
-
-
-# =============================================================================
-# CONVENIENCE FUNCTIONS
-# =============================================================================
-
-async def extract_from_pages(
-    pages: list[str],
-    viewport: Viewport = Viewport.DESKTOP
-) -> ExtractedTokens:
-    """Convenience function to extract tokens from pages."""
-    extractor = TokenExtractor(viewport=viewport)
-    return await extractor.extract(pages)
-
-
-async def extract_both_viewports(pages: list[str]) -> tuple[ExtractedTokens, ExtractedTokens]:
-    """Extract tokens from both desktop and mobile viewports."""
-    desktop_extractor = TokenExtractor(viewport=Viewport.DESKTOP)
-    mobile_extractor = TokenExtractor(viewport=Viewport.MOBILE)
-    
-    desktop_result = await desktop_extractor.extract(pages)
-    mobile_result = await mobile_extractor.extract(pages)
-    
-    return desktop_result, mobile_result