Agent skill

Image

by wentorai in wentorai/Research-Claw

Image processing workflow guide for format selection, resizing, cropping, compression, metadata, transparency, color profiles, and destination-specific exports.

Custom licenceAuto-check passedMedia & Creative

Install Image

skills CLI
$ npx skills add wentorai/Research-Claw --skill image -a claude-code

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

GitHub CLI
$ gh skill install wentorai/Research-Claw image --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/wentorai/Research-Claw.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/image .claude/skills/image && 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
image
GitHub stars
858
Token cost
~1.6k tokens
SKILL.md length
719 words
Files
1
Skills in repo
29
Repo updated
First seen
Licence
Custom licence

At a glance

Image processing workflow guide for format selection, resizing, cropping, compression, metadata, transparency, color profiles, and destination-specific exports.

  • Works in 8 steps: Choose Workflow by Destination → Pick Formats by Content → Preserve Color, Transparency, Detail → …
  • Tasks that involve E-commerce operations
  • SKILL.md covers When to Use, Quick Reference, Fast Workflow and Asset-Type Defaults, plus 4 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Image is an agent skill from wentorai/Research-Claw. Image processing workflow guide for format selection, resizing, cropping, compression, metadata, transparency, color profiles, and destination-specific exports. Covers web, social, ecommerce, photography, branding, screenshots, and accessibility.

Its SKILL.md is about 1.6k 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 Media & Creative, covering E-commerce operations and Accessibility. The repository describes itself as: In the AI era, why can't everyone be a Principal Investigator?

When your agent uses it

  • Tasks that involve E-commerce operations
  • Tasks that involve Accessibility

Example prompts

  • “/image”

Workflow steps

8 steps, taken from the step headings in SKILL.md.

  1. Choose Workflow by Destination
  2. Pick Formats by Content
  3. Preserve Color, Transparency, Detail
  4. Resize, Crop, Compress in Right Order
  5. Metadata and Orientation
  6. Practical Budgets
  7. Validate Against Destination
  8. Batch Safely

What it can do on your machine

Read from SKILL.md and the folder at commit 5015be7. 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

Image loads about 1.6k tokens when it runs. Until then it costs about 63 tokens; SKILL.md has 719 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~63
When it runs · the whole SKILL.md, loaded when a task matches
~1.6k

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

Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 719 words (~1,603 tokens).

“Image processing workflow guide for destination-specific exports.”

— opening of SKILL.md by wentorai, Custom licence
name
image
tags
image, optimization, web, social, ecommerce, photography
version
1.0.0
author
ivangdavila
source
https://clawhub.ai/ivangdavila/image

Read the full SKILL.md on GitHub

Files

Just SKILL.md in skills/image of wentorai/Research-Claw.

Open the folder on GitHubat commit 5015be7

Compare with similar skills

Image 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.

Image compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Image this skillwentorai/Research-Claw858—~1.6kAutomated safety check: PassCustom licence
Product Cardthedaviddias/ux-patterns-for-developers258—~885Automated safety check: PassCustom licence
Scoutqa Testgithub/awesome-copilot40k1 repos~3.5kAutomated safety check: PassMIT
Accessibility Auditharukiseller-droid/commerce-agent-bench102—~364Automated safety check: PassMIT
Ecom ShotMagicCube/agentara516—~1.5kAutomated safety check: PassNone
Minimalist Product Ad Generatortl2012tl/comfyUI-llama-TE2414 repos~8kAutomated safety check: PassNone

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Questions about Image

What does Image do?

Image processing workflow guide for format selection, resizing, cropping, compression, metadata, transparency, color profiles, and destination-specific exports. Image is an agent skill from wentorai/Research-Claw. Image processing workflow guide for format selection, resizing, cropping, compression, metadata, transparency, color profiles, and destination-specific exports.

When should I use Image?

Image fits situations like: tasks that involve E-commerce operations; tasks that involve Accessibility.

How do I install Image in Claude Code?

Run `npx skills add wentorai/Research-Claw --skill image -a claude-code`. Or copy the skill folder (skills/image in wentorai/Research-Claw) into .claude/skills/image in your project. Claude Code loads it when a task matches its description.

How do I install Image in Codex?

Run `npx skills add wentorai/Research-Claw --skill image -a codex`. Or copy the skill folder (skills/image in wentorai/Research-Claw) into .agents/skills/image in your project. Codex loads it when a task matches its description.

Can I use Image 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 wentorai/Research-Claw --skill image -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/image, .gemini/skills/image, .github/skills/image and .opencode/skills/image in your project.

What does Image need to run?

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

Does Image 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 Image 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 Image use?

Image has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.

How many tokens does Image use?

About 1.6k tokens (SKILL.md is roughly 6.4k 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 Image?

Skills that share tags, products or a category with Image: Product Card (thedaviddias/ux-patterns-for-developers, 258 stars), Scoutqa Test (github/awesome-copilot, 40k stars), Accessibility Audit (harukiseller-droid/commerce-agent-bench, 102 stars) and Ecom Shot (MagicCube/agentara, 516 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Image?

wentorai (a GitHub user) maintains it in wentorai/Research-Claw, which has 858 GitHub stars. The repository holds 29 skills in this directory. The repository was last updated on August 20, 2026.

Source: wentorai/Research-Claw on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.