Atlas / Skills / browser-act / Business Contact Social Links Skill

Business Contact Social Links SkillSAFE

skills/browser-act/business-contact-social-links-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: business-contact-social-links-skill
description: "This skill helps users automatically extract official website and social media profiles. Agent should proactively apply this skill when users express needs like search for official website and social media contacts of a company, find YouTube and LinkedIn profiles by company name, extract social media links from a specific website URL, discover a company's X and Facebook presence, gather business contact details using their brand name, retrieve TikTok and Instagram links from a target website, track competitor social media strategy, extract multi-platform social links for lead generation, find official contact channels of local businesses, collect canonical profile URLs for outreach campaigns, or build a contact database from Yellow Pages leads."
metadata: {"openclaw":{"emoji":"🌐","requires":{"bins":["python"],"env":["BROWSERACT_API_KEY"]}}}
---

# Business Contact & Social Links Extractor Skill

## 📖 Brief
This skill integrates two BrowserAct templates to cover two common scenarios. When the user provides a **company name**, it searches Google to extract the company's official website and social media channels. When the user provides a **website URL**, it scrapes the site to extract social media profile links (LinkedIn, Facebook, X/Twitter, Instagram, YouTube, TikTok). The script auto-detects the input type and routes to the correct template.

## ✨ Features
1. **No Hallucinations**: Pre-set workflows avoid AI generative hallucinations, ensuring stable and precise data extraction.
2. **No Captcha Issues**: No need to handle reCAPTCHA or other verification challenges.
3. **No IP Restrictions**: No need to handle regional IP restrictions or geofencing.
4. **Faster Execution**: Tasks execute faster compared to pure AI-driven browser automation solutions.
5. **Cost-Effective**: Significantly lowers data acquisition costs compared to high-token-consuming AI solutions.

## 🔑 API Key Setup
Before running, check the `BROWSERACT_API_KEY` environment variable. If not set, do not take other measures; ask and wait for the user to provide it.
**Agent must inform the user**:
> "Since you haven't configured the BrowserAct API Key yet, please visit the [BrowserAct Console](https://www.browseract.com/reception/integrations) to get your Key."

## 🛠️ Input Parameters
The agent should determine whether the input is a company name or a website URL and pass it to the script. The script automatically routes the request to the correct template.

1. **Target (Company Name or Website URL)**
   - **Required**: Yes
   - **Type**: `string`
   - **Description**: The name of the company to search for, or the direct website URL to scrape social links from.
   - **Example**: `OpenAI` or `https://www.rotorooter.com/`

## 🚀 Invocation Method
Agent should execute the following command to invoke the skill:

```bash
# Search by company name
python -u ./scripts/business_contact_social_links.py "OpenAI"

# Scrape by website URL
python -u ./scripts/business_contact_social_links.py "https://www.rotorooter.com/"
```

### ⏳ Execution Monitoring
Since this task involves automated browser operations, it may take several minutes. The script outputs **timestamped status logs** continuously (e.g., `[14:30:05] Task Status: running`).
**Agent guidelines**:
- Monitor the terminal output while waiting.
- As long as new status logs appear, the task is running normally; do not misjudge it as frozen.
- Only consider triggering retry if the status remains unchanged for a long time or output stops without a final result.

## 📊 Data Output
Upon successful execution, the script prints structured JSON data extracted from the API response.

**If a Company Name was provided**, the output includes:
- `Company Name`: The official name of the company.
- `Current Page URL`: The official website URL.
- `Social Media Information`: A consolidated list of discovered social media profiles.

**If a Website URL was provided**, the output includes an array of objects:
- `platform`: Platform name (e.g., LinkedIn, YouTube).
- `url`: Canonical URL of the external profile.

## ⚠️ Error Handling & Retry
If an error occurs during script execution (e.g., network fluctuations or task failure), the Agent should follow this logic:

1. **Check Output Content**:
   - If the output **contains** `"Invalid authorization"`, it means the API Key is invalid or expired. **Do not retry**; guide the user to re-check and provide the correct API Key.
   - If the output **contains** `"concurrent"` or `"too many running tasks"`, it means the concurrent task limit has been reached. **Do not retry**; guide the user to upgrade their plan.
     **Agent must inform the user**:
     > "The current task cannot be executed because your BrowserAct account has reached the concurrent task limit. Please visit the [BrowserAct Plan Upgrade Page](https://www.browseract.com/reception/recharge) to upgrade your plan."
   - If the output **does not contain the above error keywords** but the task failed (e.g., output starts with `Error:` or returns empty results), the Agent should **automatically re-execute the script once**.

2. **Retry Limit**:
   - Automatic retry is limited to **one time**. If the second attempt fails, stop retrying and report the specific error to the user.

## 🌟 Typical Use Cases
1. **Sales Lead Enrichment**: Find the official website and social channels for a list of company names.
2. **Influencer Outreach**: Extract all social media profiles from a creator's personal website.
3. **Competitor Analysis**: Discover which social media platforms a rival company prioritizes.
4. **CRM Data Cleaning**: Verify and populate missing social links and official URLs for existing leads.
5. **Multi-Channel Marketing**: Build targeted lists of businesses with active social media presence.
6. **Social Listening Setup**: Quickly gather official handles to monitor brand mentions.
7. **B2B Prospecting**: Combine with Yellow Pages data to build
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__business-contact-social-links-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 Business Contact Social Links 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 Business Contact Social Links 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 Business Contact Social Links 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 Business Contact Social Links 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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