SEO Image Gen: AI Image Generation for SEO Assets (Extension)
Generate production-ready images for SEO use cases using Gemini's image generation via the banana Creative Director pipeline. Maps SEO needs to optimized domain modes, aspect ratios, and resolution defaults.
Architecture Note
This extension is built on Claude Banana, the standalone AI image generation skill for Claude Code.
This skill has two components with distinct roles:
- SKILL.md (this file): Handles interactive
/seo image-gencommands for generating images - Agent (
agents/seo-image-gen.md): Audit-only analyst spawned during/seo auditto assess existing OG/social images and produce a generation plan (never auto-generates)
Prerequisites
This skill requires the banana extension to be installed:
Check availability: Before using any image generation tool, verify the MCP server
is connected by checking if gemini_generate_image or set_aspect_ratio tools are
available. If tools are not available, inform the user the extension is not installed
and provide install instructions.
Quick Reference
SEO Image Use Cases
Each use case maps to pre-configured banana parameters:
Generation Pipeline
For every generation request:
- Identify use case from command or context (og, hero, product, etc.)
- Apply SEO defaults from the use cases table above
- Set aspect ratio via
set_aspect_ratioMCP tool - Construct Reasoning Brief using the banana Creative Director pipeline:
- Use
${CLAUDE_SKILL_DIR}as the installed skill root - Load
${CLAUDE_SKILL_DIR}/references/prompt-engineering.mdfor the 6-component system - Apply domain mode emphasis (Subject 30%, Style 25%, Context 15%, etc.)
- Be SPECIFIC and VISCERAL: describe what the camera sees
- Use
- Generate via
gemini_generate_imageMCP tool - Post-generation SEO checklist (see below)
Check for Presets
If the user mentions a brand or has SEO presets configured:
Load matching preset and apply as defaults. Also check ${CLAUDE_SKILL_DIR}/references/seo-image-presets.md
for SEO-specific preset templates.
Post-Generation SEO Checklist
After every successful generation, guide the user on:
- Alt text:Write descriptive, keyword-rich alt text for the generated image
- File naming:Rename to SEO-friendly format:
keyword-description-widthxheight.webp - WebP conversion:Convert to WebP for optimal page speed:
- File size:Target under 200KB for hero images, under 100KB for thumbnails
- Schema markup:Suggest
ImageObjectschema for the generated image: - OG meta tags:For social preview images, remind about:
Cost Awareness
Image generation costs money. Be transparent:
- Show estimated cost before generating (especially for batch)
- Log every generation:
"${CLAUDE_PLUGIN_ROOT}/scripts/claude-seo" run --extension banana cost_tracker.py log --model MODEL --resolution RES --prompt "brief" - Run
cost_tracker.py summaryif user asks about usage
Pricing is not hard-coded. Check current Google pricing at
https://ai.google.dev/gemini-api/docs/pricing, store dated values in
~/.banana/pricing.json, and treat estimates as approximate.
Model Routing
Error Handling
Cross-Skill Integration
- seo-images (analysis) feeds into seo-image-gen (generation): audit results from
/seo imagesidentify missing or low-quality images; use those findings to drive/seo image-gencommands - seo-audit spawns the seo-image-gen agent (not this skill) to analyze OG/social images across the site and produce a prioritized generation plan
- seo-schema can consume generated images: after generation, suggest
ImageObjectschema markup pointing to the new assets
Reference Documentation
Load on-demand. Do NOT load all at startup:
${CLAUDE_SKILL_DIR}/references/prompt-engineering.md: 6-component system, domain modes, advanced techniques${CLAUDE_SKILL_DIR}/references/prompt-templates.md: ready-to-use templates by use case${CLAUDE_SKILL_DIR}/references/prompt-adaptation-safety.md: model adaptation rules, common mistakes, safety-filter rephrasing${CLAUDE_SKILL_DIR}/references/gemini-models.md:Model specs, rate limits, capabilities${CLAUDE_SKILL_DIR}/references/mcp-tools.md:MCP tool parameters and responses${CLAUDE_SKILL_DIR}/references/post-processing.md:ImageMagick/FFmpeg pipeline recipes${CLAUDE_SKILL_DIR}/references/cost-tracking.md:Pricing, usage tracking${CLAUDE_SKILL_DIR}/references/presets.md:Brand preset management${CLAUDE_SKILL_DIR}/references/seo-image-presets.md:SEO-specific preset templates
Response Format
After generating, always provide:
- Image path:where it was saved
- Crafted prompt:show what was sent to the API (educational)
- Settings:model, aspect ratio, resolution
- SEO checklist:alt text suggestion, file naming, WebP conversion
- Schema snippet:ImageObject or og:image markup if applicable
