Atlas / Skills / browser-act / Google Image Api Skill

Google Image Api SkillSAFE

skills/browser-act/google-image-api-skill

Browser automation CLI built for AI agents. Break through anti-bot walls, hand off to humans across platforms when stuck. Parallel multi-task execution, independent multi-session operation, isolated multi-account browsing.

Verdict
SAFE
Grade
B
Trust score
89 /100
Version
—
Hosts
1 documented
License
MIT
Stars
6,115
01

Overview

Browser automation CLI built for AI agents. Break through anti-bot walls, hand off to humans across platforms when stuck. Parallel multi-task execution, independent multi-session operation, isolated multi-account browsing.

Read from source at commit d69029b35077OBSERVED · 2026-10-08
02

Host compatibility

What the documentation claims. We have not run a compatibility test.

HostStatusNotes
openclawmentioned
03

What it tells the agent

The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.

---
name: google-image-api-skill
description: 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 through URLs from image results, monitoring competitor visual assets, sourcing creative content for specific topics, looking up product pictures in different regions, collecting structured image metadata without opening detail pages.
metadata: {"openclaw":{"emoji":"🌐","requires":{"bins":["python"],"env":["BROWSERACT_API_KEY"]}}}
---

# 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
1. **No hallucinations, ensuring stable and accurate data extraction**: Pre-set workflows avoid generative AI hallucinations.
2. **No CAPTCHA issues**: No need to deal with reCAPTCHA or other verification challenges.
3. **No IP restrictions or geo-blocking**: No need to handle regional IP limitations.
4. **Agile execution speed**: Faster task execution compared to pure AI-driven browser automation solutions.
5. **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](https://www.browseract.com/reception/integrations) to get your Key first."

## 🛠️ Input Parameters
The Agent should flexibly configure the following parameters according to user needs when calling the script:

1. **KeyWords (Search keywords)**
   - **Type**: `string`
   - **Description**: Search keywords used on Google Images.
   - **Example**: `flower`, `ai agent`, `tesla`

2. **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`

3. **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`

4. **Scroll_count (Number of scroll actions)**
   - **Type**: `number`
   - **Description**: Number of scroll actions to load more image results.
   - **Default**: `5`

5. **Datelimit (Maximum items)**
   - **Type**: `number`
   - **Description**: Maximum number of items to extract from the results list.
   - **Default**: `50`

## 🚀 Invocation (Recommended)
The Agent should execute the following independent script to achieve "results with one command":

```bash
# Example invocation
python -u ./scripts/google_image_api.py "KeyWords" "Country" "Language" Scroll_count Datelimit
```

### ⏳ Execution Status Monitoring
Since this task involves automated browser operations, it may take a considerable amount of time (several minutes). The script will **continuously output status logs with timestamps** while running (e.g., `[14:30:05] Task Status: running`).
**Agent Notice**:
- While waiting for the script to return results, please keep an eye on the terminal output.
- As long as the terminal is outputting new status logs, it means the task is running normally; do not mistake it for a deadlock or unresponsiveness.
- If the status remains unchanged for a long time or the script stops outputting without returning a result, then consider triggering the retry mechanism.

## 📊 Data Output
After successful execution, the script will parse and print the results directly from the API response. The results include:
- `is_product`: Whether the result is detected as a product-style listing
- `link`: Click-through URL associated with the result
- `title`: Image result title or caption text
- `source_logo`: Source site logo URL
- `source`: Source site name shown in results
- `related_content_id`: Google Images related content identifier
- `thumbnail`: Thumbnail image URL
- `index`: Result index in the list

## ⚠️ Error Handling & Retry
During the execution of the script, if an error occurs (such as network fluctuation or task failure), the Agent should follow this logic:

1. **Check the output**:
   - If the output **contains** `"Invalid authorization"`, it means the API Key is invalid or expired. In this case, **do not retry**; guide the user to check and provide the correct API Key.
   - If the output **does not contain** `"Invalid authorization"` but the task execution fails (for example, the output starts with `Error:` or the result is empty), the Agent should **automatically try executing the script one more time**.

2. **Retry limit**:
   - Automatic retry is limited to **once**. If the second attempt still fails, stop retrying and report the specific error message to the user.

## 🌟 Typical Use Cases
1. **Visual Content Sourcing**: Finding specific imagery for creative research and design content.
2. **Competitor Asset Monitoring**: Scanning Google Images for competitor product styles and logos.
3. **Market Visual Research**: Building datasets of product listings across various countries.
4. **Localized Image Trends**: Tracking what images 
04

Trust audit

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codePASS
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
declared (3 observation(s))
Shell
none-observed
Dependencies
pinned
Secrets in source
none-found

Findings (0)

No findings outside the package's declared scope.

Gates applied: no_behavioural_pass.

Audited 2026-10-08 · audit v0.4.1 · source sha d69029b35077full audit observations/trust-audit/skill/browser-act__google-image-api-skill.json · Report an issue / request a re-scan
05

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-10-08d69029b35077SAFEB89first audit
06

Questions

What does the Google Image Api Skill skill do?

Browser automation CLI built for AI agents. Break through anti-bot walls, hand off to humans across platforms when stuck. Parallel multi-task execution, independent multi-session operation, isolated multi-account browsing.

Is Google Image Api Skill safe to install?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.

What can Google Image Api Skill access on my machine?

The audit observed that it reaches the network. Each of those is consistent with what it says it does. Secrets in the source: none found.

Which assistants does Google Image Api Skill work with?

Its documentation mentions openclaw. That is what the text claims, not a compatibility test we ran.

How current is this page?

The grade is for one exact copy of the source (d69029b35077), read on 2026-10-08. The repository is watched, and a new audit runs when it changes — this is the first audit.

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