Images & graphics
1,136 rows from 422 repositories
Making, editing and optimising pictures.
What Images & graphics skills agree on
386 skill files read, by 341 of the 354 authors on this shelf whose files we hold, 2026-09-06
The middle one of the 67 measured here is ~1.7k tokens long, counted with cl100k_base
Counted by distinct author, so one author publishing three of these counts once. Where a claim sits in fewer files than authors, that is said: a claim held by forty authors across three files is one file people copied, not forty people who agreed. Near-identical wordings are grouped and the other wordings are shown, so the grouping is yours to check.
What they tell the agent to do
- Generate images via gemini_generate_image14 of 341 in 10 filesalso worded as Generate via gemini_generate_image; Generate images via gemini_generate_image tool
- Set the aspect ratio via set_aspect_ratio14 of 341 in 10 filesalso worded as Set aspect ratio via set_aspect_ratio; Set aspect ratio via set_aspect_ratio tool
- Verify MCP image tools are available before generating13 of 341 in 9 filesalso worded as Verify MCP tools are available before generating; Verify MCP server tools are available before generating
- Show estimated cost before generating13 of 341 in 9 filesalso worded as Show estimated cost before generating, especially for batch; Show estimated cost before generating, especially batches
- Run the post-generation SEO checklist13 of 341 in 9 filesalso worded as Run the post-generation SEO checklist after each generation; Run the post-generation SEO checklist after every generation
- Structure prompts as subject, setting, style, lighting, composition10 of 341 in 5 filesalso worded as structure prompts with subject, setting, style, lighting; Structure prompts with subject, context, and style
- Infer the brand strategy before generating9 of 341 in 5 files
- Use at most two logo concept methods9 of 341 in 5 filesalso worded as Use one or two logo concept methods maximum
- Use one dominant palette with repeating accents9 of 341 in 5 filesalso worded as Use one dominant palette.
- Extract fileKey and nodeId from the Figma URL9 of 341also worded as Extract the file key from the Figma URL; Parse file key and node ID from the Figma URL
- Read product marketing context before asking questions8 of 341 in 3 files
- Keep the logo simple, symbolic, and ownable8 of 341 in 4 filesalso worded as Keep the logo simple, symbolic, and scalable
- Generate one brand-kit overview image by default8 of 341 in 4 filesalso worded as Generate one brand-kit overview image
- Capture real screenshots for product UI mockups8 of 341 in 3 filesalso worded as capture real screenshots for product mockups
- Reuse existing components before creating new ones8 of 341also worded as Reuse existing components before building new ones; Reuse existing project components before creating new ones
What they tell it not to do
- Do not load all reference docs at startup15 of 341 in 11 filesalso worded as Do not load all references at startup; never load all references at startup
- Never auto-generate images during audits11 of 341 in 7 filesalso worded as Never auto-generate during image audits; Never auto-generate during audits
- Never use lorem ipsum or fake body copy.10 of 341 in 6 filesalso worded as Avoid lorem ipsum and dense fake text; Never use lorem ipsum or rewritten copy
- Do not skip image optimization10 of 341 in 5 filesalso worded as never skip image optimization; do not skip visual inspection of generated images
- Never generate generic logos.9 of 341 in 5 filesalso worded as Do not generate generic logos
- Never pick symbols randomly.9 of 341 in 5 filesalso worded as Do not pick symbols randomly
- Never copy reference logos or slogans exactly9 of 341 in 5 filesalso worded as Do not copy references exactly; Copying reference logos instead of drawing inspiration
- Never use AI to generate product UI screenshots8 of 341 in 3 filesalso worded as never use AI for product UI screenshots; never use AI models for product UI screenshots
- Do not publish shared pages without OG images8 of 341 in 3 filesalso worded as don't publish pages without OG images; don't publish pages without an OG image
- Never generate random mockups or moodboards8 of 341 in 4 filesalso worded as Do not generate random mockups; Never generate random mockups.
What they expect to be installed
- curl34 of 341 in 32 files
- python326 of 341
- get_screenshot24 of 341 in 23 files
- Figma23 of 341 in 17 files
- get_metadata21 of 341 in 20 files
- get_design_context19 of 341
- use_figma16 of 341
- Figma MCP server16 of 341
- magick16 of 341 in 12 files
- Figma MCP14 of 341
What they ask it to produce
- Generated image file21 of 341 in 16 filesalso worded as Generated image files; generated PNG image file
- OG meta tag markup14 of 341 in 7 filesalso worded as OG image meta tags; og:image meta tag markup
- ImageObject schema snippet13 of 341 in 9 filesalso worded as ImageObject schema snippets; ImageObject schema markup
- Alt text suggestion12 of 341 in 8 filesalso worded as descriptive alt text suggestions; Keyword-rich alt text suggestion
- One brand-kit overview image9 of 341 in 5 filesalso worded as a single brand-kit overview image
- Design tokens7 of 341 in 5 filesalso worded as Design token summary; design token definitions
- DESIGN.md6 of 341also worded as design-system.md
- Rendered node images6 of 341 in 3 filesalso worded as rendered images of nodes
When Images & graphics authors say to reach for one
The situations these authors wrote into their own files, counted out of the same 341 authors, with the skills that name each one
- User asks to generate an image or visual43 of 341 in 37 files
- Gpt image
- Image
- Seo image gen
- Image generation
- Marketing image
- Generate image
- and 12 more on this shelf
- User asks to implement designs matching Figma specs22 of 341
- Figma implement design
- Daetojemax figma to swiftui skill
- Figma design extract
- Figma design fetch
- and 1 more on this shelf
- User shares a figma.com URL18 of 341
- User requests OG, social preview, or hero image13 of 341 in 9 files
- Seo image gen
- and 5 more on this shelf
- User wants to extract design tokens11 of 341 in 10 files
- Figma automation
- Figma
- Export tokens figma
- Lint design figma
- and 20 more on this shelf
- User asks to create, design, or iterate on a logo11 of 341
- Logo creator
- Generate image
- Logo design
- and 1 more on this shelf
- User asks to export Figma variables10 of 341
- User wants to create, edit, or optimize marketing images9 of 341 in 4 files
- Image
- Marketing image
- and 12 more on this shelf
How Images & graphics skills are built
1,057 skill directories by 366 authors, read from their repositories’ own file trees 2026-08-05
The middle bundle among those shipping files is 4 files, 17.2 KB beside SKILL.md
Counted by distinct author, same as above, so one author publishing forty template copies counts once. SKILL.md itself is not counted as a file, so a single-file skill is one where that file is the whole skill.
The shape
- SKILL.md is the whole skill115 of 366 authors, 323 of 1,057 skills
- files ship beside it251 of 366 authors, 734 of 1,057 skills
- executable scripts ship inside135 of 366 authors, 273 of 1,057 skills
The folders they converge on
- references/173 of 366 authors, 397 of 1,057 skills
- scripts/118 of 366 authors, 225 of 1,057 skills
- assets/56 of 366 authors, 134 of 1,057 skills
- agents/53 of 366 authors, 97 of 1,057 skills
- evals/27 of 366 authors, 48 of 1,057 skills
- examples/19 of 366 authors, 22 of 1,057 skills
GLips/Figma-Context-MCP/io.github.GLips/Figma-Context-MCP MCP server
in 1 stack15,643★ repoGive your coding agent access to your Figma data. Implement designs in any framework in one-shot.
wuyoscar/GPT-Image2-Skill/skills/gpt-image Skill
4,246★ repoGPT Image 2 prompt gallery, image prompt library, agentic skill, and CLI for OpenAI image generation/editing
glincker/thesvg/skills/thesvg Skill
2,560★ repo6,400+ brand SVG icons for developers. Tree-shakeable, typed, open source. npm i thesvg
figma/mcp-server-guide/com.figma.mcp/mcp MCP server
no license1,875★ repoThe Figma MCP server brings Figma design context directly into your AI workflow.
TranHoaiHung/figma-ui-mcp/io.github.TranHoaiHung/figma-ui-mcp MCP server
221★ repoBidirectional Figma MCP — AI draws UI on Figma canvas, reads designs back
SkyworkAI/Skywork-Skills/skywork-design Skill
199★ repoSkywork Agent Skills for AI office suites, including AI PPT, AI Document, AI Excel, AI Image, AI Search/DeepResearch and AI Music. These skills can be used by any skills-compatible agent, including Claude Code, Codex CLI and OpenClaw.
jiangmuran/claude-image Skill
83★教 Claude Code/Codex 真正用好 gpt-image-2 的 skill 包 · Drop-in skill teaching agents to actually use GPT Image 2 — intent-first prompting, surgical edits, parallel batching, visual self-verification
gaearon/woodshed/example/skills/ascii-art/baseline Skill
70★ repoCreate, run, rate, and iterate on your Claude Skills
Bria-AI/bria-skill/skills/bria-ai Skill
no license63★ repoClaude Code skills for Bria AI - generate, edit, and transform images with Fibo, RMBG-2.0, and VGL structured prompts
scoobynko/claude-code-design-skills/figma-to-code Skill
38★ repoClaude Code skills for automated design-to-code workflows.
mcpware/logoloom/io.github.mcpware/logoloom MCP server
27★ repoAI logo design → SVG → full brand kit. Text-to-path, optimize, export PNG/ICO/WebP.
social-media-skills/skills/skills/ai-image-editing Skill
22★ repo106 social media skills for AI agents - strategy, writing, video, design, platform growth, publishing, and analytics. Works with Claude, Cursor, OpenClaw, Hermes & 40+ agents.
talknerdytome-labs/wiggle-claude-skill Skill
no license21★Claude Skill for Animating Logos
alvinindra/figma-mcp-rust/io.github.alvinindra/figma-mcp-rust MCP server
16★ repoFigma MCP server in Rust — plugin bridge, no API token, no rate limits, 73 tools.
miapre/html-to-figma-design-system/io.github.miapre/html-to-figma-design-system MCP server
13★ repoTranslate HTML prototypes into Figma using your design system's real components and tokens.
southleft/skills-for-figma/skills/analyze-component-set-figma Skill
12★ repoOpen-source agent skills for the native Figma MCP server — design tokens, components, accessibility, Slides, and FigJam.
molauu/svg-character-animator Skill
10★Agent Skill for production-quality SVG character animation — morph state machines, idle motion, SwiftUI export
Genpark nano banana photo enhancer
alphaparkinc/genpark-nano-banana-photo-enhancer Skill
no license9★GenPark Distilled Skill: nano-banana-photo-enhancer
neozhehan/figma-edit-mcp/io.github.neozhehan/figma-edit-mcp MCP server
9★ repoProgrammatically read, create, and modify Figma designs via MCP.
Figma ios comments integration
mythkiven/figma-ios-codegen/.cursor/skills/figma-ios-comments-integration Skill
8★ repoFigma to iOS UIKit codegen: deterministic data package + Agent skills (Cursor/Claude) for baseline Swift UI.
tunglt1810/figma-mcp-go/io.github.tunglt1810/figma-mcp-go MCP server
6★ repoFigma MCP server with full read/write access via plugin — no API token, no rate limits. 73 tools.
KKenny0/card-skill Skill
5★Content in, PNG out. A Claude Code/Codex skill that turns articles, ideas, and arguments into checked Quiet Paper PNGs: cards, posters, whiteboards, and editorial images.
botmonster/image2svg-mcp/io.github.botmonster/image2svg-mcp MCP server
5★ repoMCP server that converts raster images (PNG/JPG/WEBP) to SVG vector format
Mfrostbutter/skill-forge/examples/figma-design.example Skill
4★ repoTurn complex AI workflows into reusable Claude skills. Capture the lessons to a tagged journal that survives context resets, then crystallize it into a validated skill.
bgorkem/bgorkem-skills/plugins/image-transform/skills/svg-to-png Skill
4★ repoClaude Code plugin marketplace with Agent Skills for Claude. Install via /plugin marketplace add bgorkem/bgorkem-skills
xzhih/app-icon-skill/skills/app-icon-gen Skill
no license4★ repoDesign, generate, package, repair, and verify polished app icons from briefs, brand assets, references, SVGs, existing icons, and generated concepts.
felixAnhalt/Figma-Context-MCP/io.github.felixAnhalt/Figma-Context-MCP MCP server
4★ repoLLM-optimized Figma MCP server.
felixAnhalt/figma-to-code-mcp/io.github.felixAnhalt/figma-to-code-mcp MCP server
4★ repoLLM-optimized Figma MCP server.
sunhome243/figma-mcp-express/io.github.sunhome243/figma-mcp-express MCP server
4★ repoCompact Figma MCP with validated batch ops through a local plugin bridge.
veryCoolTimo/imagegen-skills/skills/image-prompt Skill
3★ repoTurn a one-line idea into a production-grade, copy-paste-ready AI image prompt for posters, landing and UI mockups, ads, game art, and logos. A Claude Code skill optimized for gpt-image-2. MIT.
tinhtran24/maestro/.claude/skills/brandkit Skill
2★ repoMaestro is an open-source, multi-agent AI development framework written in Go. It orchestrates specialized AI coding agents across a deterministic software engineering workflow
hyt315/notebook-video Skill
2★Visual-director Agent Skill for 2K Chinese Remotion videos with original imagery, animated text and automated QA.
maojiebc/majia-meeting-svg Skill
2★会议纪要卡片 · 马甲实战版 — 会议逐字稿 → 手机可转发的 SVG/PNG 卡片
bob5-tensorslab/skills/skills/tl-image Skill
no license1★ repoTensorLab Skills are AI task definitions for Claude Code, focusing on multimedia generation and processing using TensorsLab's AI models. It provides comprehensive capabilities including text-to-image and image-to-image generation, advanced image editing (avatar generation, watermark removal, object erasure, face replacement), as well as text-to-vid
holy-templar/thumbnail-machine Skill
no license1★Turn any article into ready-to-run thumbnail prompts — 5 formats, 10 styles, your face in every image. Free Claude skill.
heyimjames/ios-design-skills/plugins/heyimjames/skills/camera-and-photos Skill
1★ repoFour detailed iOS/SwiftUI design-engineering skills for Claude Code, Cursor, Codex, Windsurf, Aider, Continue, and Zed — camera & photos, chat & messaging, interaction primitives (widgets/Live Activities/haptics), and the final 5% of polish.
omactiengartelle/y2k-aesthetic-generator Skill
no license1★Y2K Aesthetic Generator — AI-powered y2k aesthetic photo generator
Oneptica/latex-svg-skill Skill
no license1★Render LaTeX formulas to SVG locally in Claude Code, no LaTeX distributions needed
blammectrappora/pixel-art-generator Skill
no license1★Pixel Art Generator — AI-powered pixel art generator
metafeng/fangxin-image-gen Skill
no license1★Claude Skills / Codex 中文图片生成 Skill:基于放心 API(fangxinapi.com)的 gpt-image-2,支持文生图、改图、多图合成与 URL 输入
lilingm963/scifig-ai-scientific-figure-skill/skills/scifig-scientific-figure Skill
1★ repoScientific figure skill for Codex, Claude Code, and agents. Turn research ideas, paper methods, and grant roadmaps into publication-ready figures. Powered by SciFig (scifig.ai).
hec-ovi/ocr-skill/skills/ocr Skill
1★ repoImage and PDF to Markdown OCR for AI agents: portable skill + ocr CLI (DeepSeek-OCR-2), stdio only, no MCP
spfr/figma-design-pipeline/skill Skill
1★ repoOpen-source MCP pipeline for Figma: inspect designs, apply safe mutations, sync tokens, and generate code with Claude, Codex, Gemini, and Figma desktop.
Haaaiawd/Cli-ui-forge-skills/skills/terminal-logo-ui Skill
no license1★ repoAI agent skills for designing terminal logos, banners, and CLI selection UIs with stronger structure, clearer interaction models, and less generic noise.
wwwyo/syokan/.agents/skills/brand-assets Skill
1★ reposyokan — LLMs summon rich UI. Chant a JSON incantation, and a living interface appears. Ephemeral by design.
oubakiou/skills/skills/dataviz-svg Skill
1★ repoAI agent skills
alavten/svg-create Skill
no license1★yzp100911/skillgate-agent/cclaw/data/codex-home/skills/.system/imagegen Skill
1★ reposkillgate-agent - AI多模型网关与智能代理框架, 支持MiniMax/DeepSeek等主流模型, 集成MCP工具调用与技能系统。skillgate-agent - AI multi-model gateway & intelligent agent framework, supporting MiniMax/DeepSeek, MCP tools & skill system。
AzalDaniel/FigForge/skills/figma-to-email-html Skill
1★ repozhiming33416/top-cs-paper-skills/skills/top-cs-figure Skill
1★ repoEvidence-grounded Codex skills for writing, polishing, reviewing, reviewer responses, and figures for top CS conferences.
madeyexz/annotate-screenshots/skills/annotate-screenshots Skill
1★ reposcreenshots annotation skill for coding agents
Retro-Diffusion/retro-diffusion-mcp/ai.retrodiffusion/pixel-art MCP server
1★ repoGenerate authentic pixel art - sprites, animations, and tilesets - from any MCP client
compassalessandrolorenz/Figma-Context-MCP-AIR/io.github.compassalessandrolorenz/Figma-Context-MCP-AIR MCP server
1★ repoFigma MCP server for AI agents. 9 tools: design context, variables, screenshots, and FigJam.
oabolade/figma_mcp_server_actor/io.github.oabolade/figma_mcp_server_actor MCP server
1★ repoMCP server enabling AI assistants to interact with Figma designs via natural language commands
pvliesdonk/image-generation-mcp/io.github.pvliesdonk/image-generation-mcp MCP server
1★ repoMCP server for AI image generation via OpenAI, Stable Diffusion (SD WebUI), or placeholders.
theduodecim/ascii-art-mcp/io.github.theduodecim/ascii-art MCP server
no license1★ repoMCP server that exposes ASCII and Unicode art tools
Moliboy5000/.claude/plugins/cache/claude-plugins-official/figma/2.2.78/skills/figma-code-connect Skill
no license0★ repoClaude dotfile containing skills, agents etc I use.
blammectrappora/logo-design-generator Skill
no license0★Logo Design Generator — AI-powered ai logo generator
mbrg/yoto/.claude/skills/yoto-pixel-art Skill
no license0★ repoGenerate 16x16 pixel art icons for Yoto MYO cards using Claude Code
blammectrappora/polaroid-photo-generator Skill
no license0★Polaroid Photo Generator — AI-powered polaroid photo generator ai