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

Screenshot Analysis

by A-EVO-Lab in A-EVO-Lab/a-evolve

How to interpret accessibility tree elements and correlate them with screenshot regions for accurate GUI interaction.

No licenceAuto-check passedFrontend & Design

Install Screenshot Analysis

skills CLI
$ npx skills add A-EVO-Lab/a-evolve --skill screenshot-analysis -a claude-code

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

GitHub CLI
$ gh skill install A-EVO-Lab/a-evolve screenshot-analysis --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/A-EVO-Lab/a-evolve.git skills-src && mkdir -p .claude/skills && cp -r skills-src/seed_workspaces/osworld/skills/screenshot-analysis .claude/skills/screenshot-analysis && 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
screenshot-analysis
GitHub stars
806
Token cost
~428 tokens
SKILL.md length
179 words
Files
1
Skills in repo
17
Repo updated
First seen
Licence
None found

At a glance

How to interpret accessibility tree elements and correlate them with screenshot regions for accurate GUI interaction.

  • Tasks that involve Accessibility
  • SKILL.md covers Reading the Accessibility Tree, Coordinate mapping, Element roles cheat sheet and When a11y_tree is insufficient, plus 1 more section
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Screenshot Analysis is an agent skill from A-EVO-Lab/a-evolve. How to interpret accessibility tree elements and correlate them with screenshot regions for accurate GUI interaction.

Its SKILL.md is about 430 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 Accessibility. The repository describes itself as: The official repository of "Position: Agentic Evolution is the Path to Evolving LLMs".

When your agent uses it

  • Tasks that involve Accessibility

Example prompts

  • “/screenshot-analysis”

What it can do on your machine

Read from SKILL.md and the folder at commit 18ba996. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    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

Screenshot Analysis loads about 428 tokens when it runs. Until then it costs about 34 tokens; SKILL.md has 179 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~34
When it runs · the whole SKILL.md, loaded when a task matches
~428

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 179 words (~428 tokens).

“The a11y_tree is your primary guide for finding interactive elements:”

— opening of SKILL.md by A-EVO-Lab
name
screenshot-analysis

Read the full SKILL.md on GitHub

Files

Just SKILL.md in seed_workspaces/osworld/skills/screenshot-analysis of A-EVO-Lab/a-evolve.

Open the folder on GitHubat commit 18ba996

Compare with similar skills

Screenshot Analysis 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.

Screenshot Analysis compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Screenshot Analysis this skillA-EVO-Lab/a-evolve806—~428Automated safety check: PassNone
Web Interface Guidelines Reviewervercel-labs/openreview1.7k98 repos~308Automated safety check: PassNone
Accessibility Reviewmarkmead/hyperui12k1 repos~1.1kAutomated safety check: PassMIT
Web Animation DesignbaptisteArno/typebot.io11k2 repos~2.7kAutomated safety check: PassCustom licence
Accessibility Fixeribelick/ui-skills9.5k4 repos~1.2kAutomated safety check: PassMIT
Wcag Audit PatternsvmDeshpande/ai-agent-automation17811 repos~610Automated safety check: PassApache-2.0

Similar skills

  • Web Interface Guidelines Reviewer

    vercel-labs/openreview

    Official

    Review UI code for Web Interface Guidelines compliance. Use when asked to "review my UI", "check accessibility", "audit design", "review UX", or "check my…

    1.7k GitHub starsUsed in 98 repos~308 tokens
    Frontend & DesignAuto-check passed

  • Accessibility Review

    markmead/hyperui

    Run a WCAG 2.1 AA accessibility audit on a design or page. An agent skill from markmead/hyperui.

    12k GitHub starsUsed in 1 repo~1.1k tokens
    Frontend & DesignAuto-check passed

  • Web Animation Design

    baptisteArno/typebot.io

    Guides easing, timing and animation choices for UI motion, based on a web animation course, and reviews existing animations in a before-and-after table.

    11k GitHub starsUsed in 2 repos~2.7k tokens
    Frontend & DesignAuto-check passed

  • Accessibility Fixer

    ibelick/ui-skills

    Audits and fixes HTML accessibility problems such as ARIA labels, keyboard navigation, focus management, contrast and form errors with minimal changes.

    9.5k GitHub starsUsed in 4 repos~1.2k tokens
    Frontend & DesignAuto-check passed

  • Wcag Audit Patterns

    vmDeshpande/ai-agent-automation

    Conduct WCAG 2.2 accessibility audits with automated testing, manual verification, and remediation guidance.

    178 GitHub starsUsed in 11 repos~610 tokens
    Frontend & DesignAuto-check passed

  • Baseline UI

    ibelick/ui-skills

    Applies a fixed set of UI rules for stack, components, interaction, animation, typography and layout, or reviews a file against them with concrete fixes.

    9.5k GitHub starsUsed in 8 repos~855 tokens
    Frontend & DesignAuto-check passed

More from A-EVO-Lab/a-evolve

All 17 skills in this repo

  • Harness Optimizer

    A-EVO-Lab/a-evolve

    Optimize an AI agent's harness for MCP-Atlas benchmark. An agent skill from A-EVO-Lab/a-evolve.

    806 GitHub stars~982 tokensUpdated 1 mo ago
    Auto-check passed

  • Data Formats

    A-EVO-Lab/a-evolve

    Reading, writing, and converting common data formats (CSV, Excel, JSON, YAML) with correct handling of encoding, types, and edge cases.

    806 GitHub stars~638 tokensUpdated 1 mo ago
    Auto-check passed

  • Python Data Analysis

    A-EVO-Lab/a-evolve

    Best practices for multi-step Python tasks including data analysis, HuggingFace datasets, token counting, and any task requiring state across multiple python() calls.

    806 GitHub stars~476 tokensUpdated 1 mo ago
    Auto-check passed

  • Python Packages

    A-EVO-Lab/a-evolve

    Installing and using common Python packages in SkillBench containers.

    806 GitHub stars~556 tokensUpdated 1 mo ago
    Auto-check passed

  • Scientific Computing

    A-EVO-Lab/a-evolve

    Strategies for scientific computing, numerical methods, bioinformatics/DNA tasks, logic circuit design, algorithmic challenges, and ML training tasks.

    806 GitHub stars~495 tokensUpdated 1 mo ago
    Auto-check passed

  • Skill Usage

    A-EVO-Lab/a-evolve

    How to discover, load, and effectively use skills to solve SkillBench tasks.

    806 GitHub stars~478 tokensUpdated 1 mo ago
    Auto-check passed

Categories

Questions about Screenshot Analysis

What does Screenshot Analysis do?

How to interpret accessibility tree elements and correlate them with screenshot regions for accurate GUI interaction. Screenshot Analysis is an agent skill from A-EVO-Lab/a-evolve. How to interpret accessibility tree elements and correlate them with screenshot regions for accurate GUI interaction.

When should I use Screenshot Analysis?

Screenshot Analysis fits situations like: tasks that involve Accessibility.

How do I install Screenshot Analysis in Claude Code?

Run `npx skills add A-EVO-Lab/a-evolve --skill screenshot-analysis -a claude-code`. Or copy the skill folder (seed_workspaces/osworld/skills/screenshot-analysis in A-EVO-Lab/a-evolve) into .claude/skills/screenshot-analysis in your project. Claude Code loads it when a task matches its description.

How do I install Screenshot Analysis in Codex?

Run `npx skills add A-EVO-Lab/a-evolve --skill screenshot-analysis -a codex`. Or copy the skill folder (seed_workspaces/osworld/skills/screenshot-analysis in A-EVO-Lab/a-evolve) into .agents/skills/screenshot-analysis in your project. Codex loads it when a task matches its description.

Can I use Screenshot Analysis 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 A-EVO-Lab/a-evolve --skill screenshot-analysis -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/screenshot-analysis, .gemini/skills/screenshot-analysis, .github/skills/screenshot-analysis and .opencode/skills/screenshot-analysis in your project.

What does Screenshot Analysis need to run?

SKILL.md names no scripts, command-line tools or credentials: Screenshot Analysis is instructions for the agent only.

Does Screenshot Analysis 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 Screenshot Analysis 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 Screenshot Analysis use?

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

How many tokens does Screenshot Analysis use?

About 428 tokens (SKILL.md is roughly 1.7k 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 Screenshot Analysis?

Skills that share tags, products or a category with Screenshot Analysis: Web Interface Guidelines Reviewer (vercel-labs/openreview, 1.7k stars), Accessibility Review (markmead/hyperui, 12k stars), Web Animation Design (baptisteArno/typebot.io, 11k stars) and Accessibility Fixer (ibelick/ui-skills, 9.5k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Screenshot Analysis?

A-EVO-Lab (a GitHub organization) maintains it in A-EVO-Lab/a-evolve, which has 806 GitHub stars. The repository holds 17 skills in this directory. The repository was last updated on August 22, 2026.

Source: A-EVO-Lab/a-evolve on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.