diff --git a/assets/generate_preview.py b/assets/generate_preview.py
new file mode 100644
index 0000000..d6d5470
--- /dev/null
+++ b/assets/generate_preview.py
@@ -0,0 +1,106 @@
+#!/usr/bin/env python3
+"""Generate social preview image for Awesome Agent Skills repository"""
+
+from PIL import Image, ImageDraw, ImageFont
+import os
+
+# Dimensions for GitHub social preview
+WIDTH = 1280
+HEIGHT = 640
+
+# Color scheme - modern AI/tech theme
+BG_COLOR = "#0F172A"  # Dark blue-gray
+ACCENT_COLOR = "#8B5CF6"  # Purple
+SECONDARY_COLOR = "#06B6D4"  # Cyan
+TEXT_COLOR = "#F8FAFC"  # Off-white
+SUBTITLE_COLOR = "#94A3B8"  # Light gray
+
+# Create image
+img = Image.new('RGB', (WIDTH, HEIGHT), BG_COLOR)
+draw = ImageDraw.Draw(img)
+
+# Add gradient-like effect with circles
+for i in range(5):
+    x = WIDTH * (0.2 + i * 0.2)
+    y = HEIGHT * (0.3 + (i % 2) * 0.4)
+    radius = 150 - i * 20
+    # Create circular gradient effect
+    for r in range(radius, 0, -5):
+        alpha = int((r / radius) * 30)
+        color = f"#{ACCENT_COLOR[1:]}" if i % 2 == 0 else f"#{SECONDARY_COLOR[1:]}"
+        # Draw semi-transparent circles
+        left = x - r
+        top = y - r
+        right = x + r
+        bottom = y + r
+        draw.ellipse([left, top, right, bottom], fill=None, outline=color, width=2)
+
+# Try to use system fonts, fallback to default
+try:
+    # Try to load a nice font
+    title_font = ImageFont.truetype("/usr/share/fonts/truetype/dejavu/DejaVuSans-Bold.ttf", 90)
+    subtitle_font = ImageFont.truetype("/usr/share/fonts/truetype/dejavu/DejaVuSans.ttf", 40)
+    tagline_font = ImageFont.truetype("/usr/share/fonts/truetype/dejavu/DejaVuSans.ttf", 32)
+except:
+    # Fallback to default font
+    title_font = ImageFont.load_default()
+    subtitle_font = ImageFont.load_default()
+    tagline_font = ImageFont.load_default()
+
+# Add main title
+title = "🎯 Awesome Agent Skills"
+title_bbox = draw.textbbox((0, 0), title, font=title_font)
+title_width = title_bbox[2] - title_bbox[0]
+title_x = (WIDTH - title_width) // 2
+title_y = 180
+
+# Draw title with shadow effect
+draw.text((title_x + 3, title_y + 3), title, fill="#000000", font=title_font)
+draw.text((title_x, title_y), title, fill=TEXT_COLOR, font=title_font)
+
+# Add tagline
+tagline = "The definitive resource for Agent Skills"
+tagline_bbox = draw.textbbox((0, 0), tagline, font=subtitle_font)
+tagline_width = tagline_bbox[2] - tagline_bbox[0]
+tagline_x = (WIDTH - tagline_width) // 2
+tagline_y = title_y + 110
+
+draw.text((tagline_x, tagline_y), tagline, fill=SUBTITLE_COLOR, font=subtitle_font)
+
+# Add description
+desc = "70+ Skills • Tools • Tutorials • Research"
+desc_bbox = draw.textbbox((0, 0), desc, font=tagline_font)
+desc_width = desc_bbox[2] - desc_bbox[0]
+desc_x = (WIDTH - desc_width) // 2
+desc_y = tagline_y + 70
+
+draw.text((desc_x, desc_y), desc, fill=ACCENT_COLOR, font=tagline_font)
+
+# Add bottom badge-like elements
+badge_y = HEIGHT - 80
+badge_texts = ["Claude", "Cursor", "GitHub Copilot", "OpenAI Codex"]
+badge_spacing = 250
+start_x = (WIDTH - (len(badge_texts) * badge_spacing - 50)) // 2
+
+for i, text in enumerate(badge_texts):
+    x = start_x + i * badge_spacing
+    # Draw rounded rectangle
+    draw.rounded_rectangle(
+        [x, badge_y, x + 220, badge_y + 45],
+        radius=22,
+        fill=None,
+        outline=SECONDARY_COLOR,
+        width=2
+    )
+    # Draw text
+    text_bbox = draw.textbbox((0, 0), text, font=tagline_font)
+    text_width = text_bbox[2] - text_bbox[0]
+    text_x = x + (220 - text_width) // 2
+    text_y = badge_y + 8
+    draw.text((text_x, text_y), text, fill=TEXT_COLOR, font=tagline_font)
+
+# Save the image
+output_path = os.path.join(os.path.dirname(__file__), 'social-preview.png')
+img.save(output_path, 'PNG', optimize=True, quality=95)
+print(f"Social preview image created: {output_path}")
+print(f"Dimensions: {WIDTH}x{HEIGHT}px")
diff --git a/assets/social-preview.png b/assets/social-preview.png
new file mode 100644
index 0000000..3688049
Binary files /dev/null and b/assets/social-preview.png differ