Seo Image Gen

AgriciDaniel/claude-seo/skills/seo-image-gen

作者 AgriciDaniel4b99de2f7de7e7d5247042e5fb5b4ea9368ef734MIT18K 个星标收录于 2026年10月9日更新于 2026年10月9日仓库4天前更新

AI image generation for SEO assets: OG/social preview images, blog hero images, schema images, product photography, infographics. Powered by Gemini via nanobanana-mcp. Requires banana extension installed. Use when user says "generate image", "OG image", "social preview", "hero image", "blog image", "product photo", "infographic", "seo image", "create visual", "image-gen", "favicon", "schema image", "pinterest pin", "generate visual", "banner", or "thumbnail".

AI 生成的概览

通过 Gemini MCP 服务生成面向 SEO 的图片,如 OG 预览图、主视觉图和信息图。

功能
将 SEO 图片需求(OG/社交预览、博客主视觉、schema 图片、产品图、信息图、favicon、Pinterest 图钉)映射到预设的宽高比、分辨率和领域模式,然后构建详细提示词并调用 Gemini 图像生成 MCP 工具。生成后提供 SEO 检查清单,涵盖替代文本、文件命名、WebP 转换、文件大小目标、ImageObject 结构化数据和 OG 元标签。文档还包含成本提示、模型路由和错误处理。
适用场景
当用户要求 OG 图片、社交预览、博客主视觉、产品照片、信息图、favicon、横幅或缩略图,或需要用于 SEO 的视觉素材时使用。也适用于审查现有网站图片并规划替换方案。
运行要求
需要安装 banana 扩展并连接 nanobanana MCP 服务器,该服务器需提供 gemini_generate_image、set_aspect_ratio 等工具,同时需要有效的 Gemini API 密钥。建议使用 ImageMagick 进行 WebP 转换。不附带脚本,仅为说明文档和参考文件。

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-gen commands for generating images
  • Agent (agents/seo-image-gen.md): Audit-only analyst spawned during /seo audit to assess existing OG/social images and produce a generation plan (never auto-generates)

Prerequisites

This skill requires the banana extension to be installed:

bash
./extensions/banana/install.sh

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

CommandWhat it does
/seo image-gen og <description>Generate OG/social preview image (1200x630 feel)
/seo image-gen hero <description>Blog hero image (widescreen, dramatic)
/seo image-gen product <description>Product photography (clean, white BG)
/seo image-gen infographic <description>Infographic visual (vertical, data-heavy)
/seo image-gen custom <description>Custom image with full Creative Director pipeline
/seo image-gen batch <description> [N]Generate N variations (default: 3)

SEO Image Use Cases

Each use case maps to pre-configured banana parameters:

Use CaseAspect RatioResolutionDomain ModeNotes
OG/Social Preview16:91KProduct or UI/WebClean, professional, text-friendly
Blog Hero16:92KCinema or EditorialDramatic, atmospheric, editorial quality
Schema Image4:31KProductClean, descriptive, schema ImageObject
Social Square1:11KUI/WebPlatform-optimized square
Product Photo4:32KProductWhite background, studio lighting
Infographic2:34KInfographicData-heavy, vertical layout
Favicon/Icon1:1512LogoMinimal, scalable, recognizable
Pinterest Pin2:32KEditorialTall vertical card

Generation Pipeline

For every generation request:

  1. Identify use case from command or context (og, hero, product, etc.)
  2. Apply SEO defaults from the use cases table above
  3. Set aspect ratio via set_aspect_ratio MCP tool
  4. Construct Reasoning Brief using the banana Creative Director pipeline:
    • Load references/prompt-engineering.md for the 6-component system
    • Apply domain mode emphasis (Subject 30%, Style 25%, Context 15%, etc.)
    • Be SPECIFIC and VISCERAL: describe what the camera sees
  5. Generate via gemini_generate_image MCP tool
  6. Post-generation SEO checklist (see below)

Check for Presets

If the user mentions a brand or has SEO presets configured:

bash
# Use the installed Banana MCP/tool configuration to list presets.

Load matching preset and apply as defaults. Also check references/seo-image-presets.md for SEO-specific preset templates.

Post-Generation SEO Checklist

After every successful generation, guide the user on:

  1. Alt text:Write descriptive, keyword-rich alt text for the generated image
  2. File naming:Rename to SEO-friendly format: keyword-description-widthxheight.webp
  3. WebP conversion:Convert to WebP for optimal page speed:
    bash
    magick output.png -quality 85 output.webp
  4. File size:Target under 200KB for hero images, under 100KB for thumbnails
  5. Schema markup:Suggest ImageObject schema for the generated image:
    json
    {  "@type": "ImageObject",  "url": "https://example.com/images/keyword-description.webp",  "width": 1200,  "height": 630,  "caption": "Descriptive caption with target keyword"}
  6. OG meta tags:For social preview images, remind about:
    html
    <meta property="og:image" content="https://example.com/images/og-image.webp" /><meta property="og:image:width" content="1200" /><meta property="og:image:height" content="630" /><meta property="og:image:alt" content="Descriptive alt text" />

Cost Awareness

Image generation costs money. Be transparent:

  • Show estimated cost before generating (especially for batch)
  • Log every generation in the installed Banana MCP/tool ledger when available
  • Use the installed Banana MCP/tool usage summary if user asks about usage

Approximate costs:

  • Verify current pricing in the installed MCP/tool configuration before quoting

Model Routing

ScenarioModelWhy
OG images, social previewsInstalled MCP/tool default @ 1KFast, cost-effective
Hero images, product photosInstalled MCP/tool quality model @ 2KQuality + detail
Infographics with textInstalled MCP/tool text-capable model @ 2K, thinking: high if supportedBetter text rendering
Quick draftsInstalled MCP/tool draft model @ 512Rapid iteration

Error Handling

ErrorResolution
MCP not configuredRun ./extensions/banana/install.sh
API key invalidNew key at https://aistudio.google.com/apikey
Rate limited (429)Wait 60s, retry. Free tier: ~10 RPM / ~500 RPD
IMAGE_SAFETYRephrase prompt - see references/prompt-adaptation-safety.md
MCP unavailableConfigure MCP with ./extensions/banana/install.sh; claude-seo does not vendor a local generation fallback script
Extension not installedShow install instructions: ./extensions/banana/install.sh

Cross-Skill Integration

  • seo-images (analysis) feeds into seo-image-gen (generation): audit results from /seo images identify missing or low-quality images; use those findings to drive /seo image-gen commands
  • 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 ImageObject schema markup pointing to the new assets

Reference Documentation

Load on-demand. Do NOT load all at startup:

  • references/prompt-engineering.md: 6-component system, domain modes, advanced techniques
  • references/prompt-templates.md: ready-to-use templates by use case
  • references/prompt-adaptation-safety.md: model adaptation rules, common mistakes, safety-filter rephrasing
  • references/gemini-models.md:Model specs, rate limits, capabilities
  • references/mcp-tools.md:MCP tool parameters and responses
  • references/post-processing.md:ImageMagick/FFmpeg pipeline recipes
  • references/cost-tracking.md:Pricing, usage tracking
  • references/presets.md:Brand preset management
  • references/seo-image-presets.md:SEO-specific preset templates

Response Format

After generating, always provide:

  1. Image path:where it was saved
  2. Crafted prompt:show what was sent to the API (educational)
  3. Settings:model, aspect ratio, resolution
  4. SEO checklist:alt text suggestion, file naming, WebP conversion
  5. Schema snippet:ImageObject or og:image markup if applicable

来源与署名

来源:AgriciDaniel/claude-seo位于skills/seo-image-gen提交4b99de2

许可证: MIT

内容归原作者所有。SourceWeft 从公开仓库中收录这些内容。

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