MCPInstall

visual-keywords

Generate keyword strings for images, screenshots, or visual references — optimized for fuzzy search, not alt text or prose. Use when the user says 'keywords for this image', 'tag this for search', 'visual keywords', or wants searchable labels on an Eagle asset.

Installs
53
Last 24h
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Install

Works with every agent the skills CLI supports.

npx skills add https://github.com/nweii/agent-stuff --skill visual-keywords
  1. 01

    Install

    Run the command in your project. The CLI asks which agents to install for.

  2. 02

    Describe the task

    Ask your agent for something this skill covers. It loads visual-keywords automatically when relevant.

  3. 03

    Review the result

    The agent follows the SKILL.md steps, scripts and references bundled with the skill.

SKILL.md

The instructions your agent reads when the skill is triggered.

Visual Keywords

Analyze the provided visual content and generate a dense string of searchable keywords. This is intended to make images and media easier to fuzzy search during recall, not to act as alt text or prose description. Specify the type:

  • Aesthetic/Image keywords — For design work, photos, illustrations, UI screenshots
  • Font keywords — For typeface specimens, font families, typography examples

For Aesthetic/Image Keywords

Analyze and extract keywords for visual elements, style, composition, and emotional impact.

Analysis Framework

  • Subjects/Motifs: Main elements, objects, themes (portrait, landscape, geometric shapes, etc.)
  • Mood/Adjectives: Emotions and aesthetics evoked (cheerful, gloomy, elegant, grungy, etc.)
  • Medium/Context: Type of visual (photo, illustration, 3D render, graphic design, UI, etc.)
  • Style/Genre: Artistic influences, design paradigms (Art Nouveau, brutalist, steampunk, etc.)
  • Color Palette: Dominant colors and schemes (pastels, neon, earth tones, monochrome, etc.)
  • Composition: Layout, perspective, symmetry, visual flow (closeup, isometric, minimalist, etc.)
  • Emotional Impact: Intended feelings (awe, mystery, calm, nostalgia, unease, etc.)
  • Details: Settings, techniques, textures, lighting, time period

Output Format

Synthesize into a dense string of keywords using concise, shorthand style. Omit articles, prepositions, and grammatical connectors. Avoid prose or alt-text style descriptions. Focus entirely on maximizing keyword matching for fuzzy search. ~100-150 words per image in a code block.

Example:

majestic dragon craggy cliffside wings outspread tail coiled glowing crystal orb fantasy concept art intricate scales spines horns luminous full moon starry night sky deep blues purples orange accents dramatic cinematic composition close-up head distant body background polished painterly aesthetic atmospheric haze lighting effects highly detailed digital illustration awe power magic wonder adventure

For Font Keywords

Analyze typeface characteristics, stylistic influences, emotional impact, and usage contexts for keyword extraction.

Analysis Framework

  • Category: Primary classification (serif, sans-serif, display, script, monospace)
  • Weights/Proportions: Range shown (thin to heavy, compressed to wide)
  • Distinctive Features: Unique letter shapes, strokes, terminals, details
  • Similar Fonts: Comparable well-known typefaces for reference
  • Mood/Personality: Emotions evoked; how it changes across weights
  • Era/Influences: Time periods, design movements, cultural traditions
  • Formality/Aesthetics: Overall character (playful, mechanical, organic, sophisticated, etc.)
  • Expressive Genres: Fiction/story vibes this font suits (cyberpunk, horror, coming-of-age, etc.)
  • Non-Fiction Uses: Academic fields, journalistic beats, professional contexts
  • Medium Suitability: Publications, products, design projects (billboards, textbooks, etc.)
  • Use Cases & Pairings: Specific contexts; complementary visual treatments

Output Format

Synthesize into information-dense keyword strings. Omit sentences and conversational filler. The goal is searchability and recall. ~150-300 words in a code block.

Example:

hand-brushed sans-serif 2 weights italics energetic uneven strokes ragged edges wobbly baseline similar Architype Van Doesburg Boisterous Inline exuberant spontaneous unfiltered manic raw impulsive intensity graffiti guerrilla postering untamed creative outpouring playful unhinged era influences Futurist anti-art abstract expressionism punk DIY aesthetic genres psychedelic thrillers transgressive fiction introspective autobiographies underground comics beat poetry indie films lo-fi zines edgy fashion progressive activism unmediated transmission thoughts page unapologetic statement identity visceral urgency display sizes electric dynamism smaller sizes pairings xerox-distressed photos low-res bitmaps anarchic collages fluorescent colors brash auteur-driven designs fringe publications experimental music street art youth-oriented brands

Provide the visual content and specify which type of keywords you need.

FAQ

What does the visual-keywords skill do?

Generate keyword strings for images, screenshots, or visual references — optimized for fuzzy search, not alt text or prose. Use when the user says 'keywords for this image', 'tag this for search', 'visual keywords', or wants searchable labels on an Eagle asset.

How do I install visual-keywords?

Run npx skills add https://github.com/nweii/agent-stuff --skill visual-keywords in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/visual-keywords/ (personal) or .claude/skills/visual-keywords/ (project).

Which AI agents can use visual-keywords?

Any agent that supports the open Agent Skills format (a folder with a SKILL.md file), including Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, Cline, OpenCode and more.

Is visual-keywords safe to install?

No partner security audit is available yet. Skills can run commands and scripts, so read the SKILL.md and any bundled files before installing.

Who maintains visual-keywords?

It is published by nweii in nweii/agent-stuff. It has 53 recorded installs.

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