This skill helps users automatically extract structured image data from Google Images via BrowserAct API. Agent should proactively apply this skill when users express needs like finding images for specific keywords, gathering product style images for competitors, building visual datasets at scale, scanning visual search results for market research, tracking localized image trends by country, compiling related image thumbnails and links, extracting image titles and source logos, fetching click th
SkillScore86Maintained
Automatic
◆Data Engineer pack
Last verified 8/9/2026
What it changes
Passed 16 of 19 test cases with the skill, and 9 of 19 without it.
Without skill45%
With skill86%
Checks it passed that the model alone missed
Passes 10 as the scroll count parameter.
Limits automatic retry attempts to a maximum of one.
Passes 'modern architecture', 'kr', 'ko', 8, and 100 in positional order.
and 7 more in the full report
9 fixed10 passed either way3 still failing0 broke
Pass-rate lift
+41 pp
Tokens
+26%
Agent turns
0%
Response time
-83%
Model gemini-3.6-flashMeasured 8/9/2026v119 of 22 cases passed with skill · 19 comparable
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 9 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 9
Prompt
I need to run an automated Google Image query for 'modern architecture' in South Korea with Korean UI language, 8 scroll iterations, and a maximum of 100 items. What exact terminal command line invocation should be run?
What was checked, without and with the skill
Checked
Without skill
With skill
Constructs a command calling ./scripts/google_image_api.py with positional arguments.
Missed
Passed
Passes 'modern architecture', 'kr', 'ko', 8, and 100 in positional order.
Missed
Passed
case-05 · gemini-3.6-flash · 8/9/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md94 lines2 filesincludes scripts
Google Image API Automation Skill
📖 Introduction
This skill provides users with one-click image data extraction directly from Google Images using the BrowserAct Google Image API template. It allows you to search with keywords, set country and language, control scroll depth and result limits, returning clean, structured image metadata directly via API.
✨ Features
No hallucinations, ensuring stable and accurate data extraction: Pre-set workflows avoid generative AI hallucinations.
No CAPTCHA issues: No need to deal with reCAPTCHA or other verification challenges.
No IP restrictions or geo-blocking: No need to handle regional IP limitations.
Agile execution speed: Faster task execution compared to pure AI-driven browser automation solutions.
High cost-effectiveness: Significantly reduces data acquisition costs compared to AI solutions that consume a large number of tokens.
🔑 API Key Guide
Before running, you must check the BROWSERACT_API_KEY environment variable. If it is not set, do not take any further action; you should request and wait for the user to provide it collaboratively.
The Agent must inform the user at this point:
"Since you haven't configured the BrowserAct API Key yet, please go to the BrowserAct Console to get your Key first."
🛠️ Input Parameters
The Agent should flexibly configure the following parameters according to user needs when calling the script:
KeyWords (Search keywords)
Type: string
Description: Search keywords used on Google Images.
Example: flower, ai agent, tesla
Country (Country or region bias)
Type: string
Description: Country or region bias for results.
Supported values: us, gb, ca, au, de, fr, es, jp, kr
Default: us
Language (UI language)
Type: string
Description: UI language for the Google Images session and returned text.
Supported values: en, zh-CN, zh-TW, ja, ko, fr, de, es
Default: en
Scroll_count (Number of scroll actions)
Type: number
Description: Number of scroll actions to load more image results.
Scrapes Instagram posts by hashtag, returning media items with captions, like/comment counts, media URLs and user info from the hashtag explore feed. Use when user mentions Instagram hashtag scraping, get posts by hashtag, IG hashtag feed, scrape Instagram by tag, hashtag posts Instagram, search Instagram hashtag, pull posts from hashtag, Instagram topic posts, trending hashtag content, Instagram tag posts.