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SKILL verified MIT Self-run

Visual Keywords

skill-nweii-agent-stuff-visual-keywords · by nweii

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.

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Install

$ agentstack add skill-nweii-agent-stuff-visual-keywords

✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • Prompt-injection patterns
  • Secret / credential exfiltration
  • Dangerous shell & filesystem operations
  • Untrusted network calls
  • Known-malicious package signatures

What it can access

  • Network access No
  • Filesystem access No
  • Shell / process execution No
  • Environment & secrets No
  • Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

View the full security report →

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Reliability & compatibility

Security review passed
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2mo ago

Declared compatibility

Claude CodeClaude Desktop

Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.

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About

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.

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

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Versions

  • v0.1.0 Imported from the upstream source.