New: 98,000+ skills indexed from GitHub repos with 100+ stars · every skill safety-checkedBrowse top skillsTop skills
Esc to closeBrowse all skills
Submit a skillBrowse skills
Submit a skillBrowse skills

Agent skill

Ingest Screenshot

by bluzir in bluzir/claude-code-design

Analyze an uploaded image (screenshot of a design, website, app) and extract design tokens to use as a starting point.

No licenceAuto-check passedFrontend & Design

Install Ingest Screenshot

skills CLI
$ npx skills add bluzir/claude-code-design --skill ingest-screenshot -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install bluzir/claude-code-design ingest-screenshot --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/bluzir/claude-code-design.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/ingest-screenshot .claude/skills/ingest-screenshot && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
ingest-screenshot
GitHub stars
106
Token cost
~676 tokens
SKILL.md length
281 words
Files
1
Skills in repo
18
Repo updated
First seen
Licence
None found

At a glance

Analyze an uploaded image (screenshot of a design, website, app) and extract design tokens to use as a starting point.

  • Works in 6 steps: Resolve image path: $0. Bash(file ) to… → Read via multimodal Read: this loads the… → Analyze systematically. From the image,… → …
  • Attaches an image and says recreate this
  • SKILL.md covers Steps, Limitations — tell the user and Workflow integration
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Ingest Screenshot is an agent skill from bluzir/claude-code-design. Analyze an uploaded image (screenshot of a design, website, app) and extract design tokens to use as a starting point. Use when user pastes or attaches an image and says "recreate this", "match this image", "use this style".

Its SKILL.md is about 680 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Frontend & Design, covering Design tokens. The repository describes itself as: Claude Design reproduced for Claude Code — HTML decks, prototypes, design systems, animated videos via skills + starters + Chrome DevTools MCP.

When your agent uses it

  • Attaches an image and says recreate this
  • Match this image

Example prompts

  • “recreate this”
  • “match this image”
  • “use this style”
  • “/ingest-screenshot”

Requirements

  • Pre-approved tools (allowed-tools): Read, Write, Bash(mkdir:*), Bash(realpath:*), Bash(file:*)

Workflow steps

6 steps, taken from the first numbered list in SKILL.md.

  1. Resolve image path: $0. Bash(file ) to confirm it's an image (png/jpg/webp/heic).
  2. Read via multimodal Read: this loads the image for vision. Claude can see it.
  3. Analyze systematically. From the image, identify
  4. Write output
  5. Preview confidence: for each uncertain value, add a "confidence" field (low | medium | high). Vision-derived hex codes should be low or…
  6. Offer next step

What it can do on your machine

Read from SKILL.md and the folder at commit ce68c84. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves these tools, so the agent can use them without asking each time:

    • Read
    • Write
    • Bash(mkdir:*)
    • Bash(realpath:*)
    • Bash(file:*)

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Ingest Screenshot loads about 676 tokens when it runs. Until then it costs about 61 tokens; SKILL.md has 281 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~61
When it runs · the whole SKILL.md, loaded when a task matches
~676

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 281 words (~676 tokens).

“Extract design tokens from a static image using Claude's vision. Honest caveats: exact hex codes are approximate without source files. Claude recreates UIs more reliably from code than from screenshots.”

— opening of SKILL.md by bluzir
name
ingest-screenshot
allowed-tools
Read, Write, Bash(mkdir:*), Bash(realpath:*), Bash(file:*)
argument-hint
<image-path>

Read the full SKILL.md on GitHub

Files

Just SKILL.md in .claude/skills/ingest-screenshot of bluzir/claude-code-design.

Open the folder on GitHubat commit ce68c84

Compare with similar skills

Ingest Screenshot next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Ingest Screenshot compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Ingest Screenshot this skillbluzir/claude-code-design106—~676Automated safety check: PassNone
Figma Design System Builderwarpdotdev/warp65k2 repos~4.4kAutomated safety check: PassAGPL-3.0
Figma use_figma Plugin API Ruleswarpdotdev/warp65k4 repos~4.4kAutomated safety check: PassAGPL-3.0
MCP Developmentcoollabsio/coolify63k1 repos~949Automated safety check: PassMIT
Design SystemOhh-889/skyroc79511 repos~1.7kAutomated safety check: PassMIT
Design Dnazanwei/design-dna1.9k1 repos~2.1kAutomated safety check: PassMIT

Similar skills

  • Figma Design System Builder

    warpdotdev/warp

    Builds or updates a design system in Figma from a codebase in ordered phases: discovery, variables and tokens, components, theming and documentation, with checkpoints.

    65k GitHub starsUsed in 2 repos~4.4k tokens
    Frontend & DesignAuto-check passed

  • Figma use_figma Plugin API Rules

    warpdotdev/warp

    Required groundwork before any use_figma call: the rules and reference files for running JavaScript in a Figma file through the Plugin API without common failures.

    65k GitHub starsUsed in 4 repos~4.4k tokens
    Frontend & DesignAuto-check passed

  • MCP Development

    coollabsio/coolify

    A skill your agent uses for Laravel MCP development. An agent skill from coollabsio/coolify.

    63k GitHub starsUsed in 1 repo~949 tokens
    Frontend & DesignAuto-check passed

  • Design System

    Ohh-889/skyroc

    Token architecture, component specifications, and slide generation.

    795 GitHub starsUsed in 11 repos~1.7k tokens
    Frontend & DesignAuto-check passed

  • Design Dna

    zanwei/design-dna

    Extract, define, and apply design DNA across three dimensions: design system (tokens), design style (qualitative feel), and visual effects (Canvas, WebGL, 3D, particles, shaders, scroll effects…

    1.9k GitHub starsUsed in 1 repo~2.1k tokens
    Frontend & DesignAuto-check passed

  • Figma Design to Code

    warpdotdev/warp

    Turns a Figma frame or component into production code that matches the design, using the Figma MCP server and the project's own design system.

    65k GitHub starsUsed in 4 repos~2.9k tokens
    Frontend & DesignAuto-check passed

More from bluzir/claude-code-design

All 18 skills in this repo

  • Apply Tweaks

    bluzir/claude-code-design

    Apply buffered tweaks from pending.yaml to the source HTML file.

    106 GitHub stars~726 tokensUpdated 5 mo ago
    Auto-check passed

  • Copy Example

    bluzir/claude-code-design

    Generate a working demo artifact on dummy content so the user can see a reference implementation.

    106 GitHub stars~782 tokensUpdated 5 mo ago
    Auto-check passed

  • Create Design System

    bluzir/claude-code-design

    Extract or build a design system (tokens, components, style guide).

    106 GitHub stars~1.1k tokensUpdated 5 mo ago
    Auto-check passed

  • Ingest GitHub

    bluzir/claude-code-design

    Clone a GitHub repo and extract design tokens (colors, fonts, spacing) from its codebase.

    106 GitHub stars~796 tokensUpdated 5 mo ago
    Auto-check passed

  • Inspect

    bluzir/claude-code-design

    Resolve a natural-language element description ("the red button in the hero", "the third card from the top") to a concrete DOM element in the current preview + source-code location.

    106 GitHub stars~1.1k tokensUpdated 5 mo ago
    Auto-check passed

  • Make Deck

    bluzir/claude-code-design

    Build an HTML slide deck (1920×1080, keyboard nav, exportable) when user asks for a presentation, pitch deck, slides, or keynote.

    106 GitHub stars~2.7k tokensUpdated 5 mo ago
    Auto-check passed

Categories

Questions about Ingest Screenshot

What does Ingest Screenshot do?

Analyze an uploaded image (screenshot of a design, website, app) and extract design tokens to use as a starting point. Ingest Screenshot is an agent skill from bluzir/claude-code-design. Analyze an uploaded image (screenshot of a design, website, app) and extract design tokens to use as a starting point.

When should I use Ingest Screenshot?

Ingest Screenshot fits situations like: attaches an image and says recreate this; match this image.

How do I install Ingest Screenshot in Claude Code?

Run `npx skills add bluzir/claude-code-design --skill ingest-screenshot -a claude-code`. Or copy the skill folder (.claude/skills/ingest-screenshot in bluzir/claude-code-design) into .claude/skills/ingest-screenshot in your project. Claude Code loads it when a task matches its description.

How do I install Ingest Screenshot in Codex?

Run `npx skills add bluzir/claude-code-design --skill ingest-screenshot -a codex`. Or copy the skill folder (.claude/skills/ingest-screenshot in bluzir/claude-code-design) into .agents/skills/ingest-screenshot in your project. Codex loads it when a task matches its description.

Can I use Ingest Screenshot in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add bluzir/claude-code-design --skill ingest-screenshot -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ingest-screenshot, .gemini/skills/ingest-screenshot, .github/skills/ingest-screenshot and .opencode/skills/ingest-screenshot in your project.

What does Ingest Screenshot need to run?

SKILL.md names no scripts, command-line tools or credentials: Ingest Screenshot is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Write, Bash(mkdir:*), Bash(realpath:*), Bash(file:*).

Does Ingest Screenshot access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Ingest Screenshot safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Ingest Screenshot use?

No licence was found for Ingest Screenshot or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Ingest Screenshot use?

About 676 tokens (SKILL.md is roughly 2.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Ingest Screenshot?

Skills that share tags, products or a category with Ingest Screenshot: Figma Design System Builder (warpdotdev/warp, 65k stars), Figma use_figma Plugin API Rules (warpdotdev/warp, 65k stars), MCP Development (coollabsio/coolify, 63k stars) and Design System (Ohh-889/skyroc, 795 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Ingest Screenshot?

bluzir (a GitHub user) maintains it in bluzir/claude-code-design, which has 106 GitHub stars. The repository holds 18 skills in this directory. The repository was last updated on April 20, 2026.

Source: bluzir/claude-code-design on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.