Atlas / Skills / browser-act / Github Project Contributor Finder Api Skill

Github Project Contributor Finder Api SkillSAFE

skills/browser-act/github-project-contributor-finder-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: github-project-contributor-finder-api-skill
description: "This skill helps users extract GitHub repository project details and contributor contact information using keywords, stars, and update dates. Agent should proactively apply this skill when users express needs like search for GitHub projects by keywords, find top open-source contributors in specific domains, extract developer contacts from GitHub repositories, discover trending repositories with high stars, gather contributor profiles and social links for tech recruiting, retrieve GitHub project descriptions and metrics, build developer communities by finding active contributors, search for repositories updated recently, collect personal website and Twitter links of developers, generate targeted leads for developer tools, or track active open-source contributors for collaboration."
metadata: {"openclaw":{"emoji":"🌐","requires":{"bins":["python"],"env":["BROWSERACT_API_KEY"]}}}
---

# GitHub Project & Contributor Finder API Skill

## 📖 Brief
This skill utilizes BrowserAct's GitHub Project & Contributor Finder API to extract project details and contributor contact information from GitHub. Simply provide keywords, minimum stars, and an update date filter — BrowserAct traverses the search results, extracts repository metrics, and fetches detailed contributor profiles, returning it all directly via API without building crawler scripts or dealing with rate limits.

## ✨ 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 flexibly configure the following parameters based on user requirements:

1. **KeyWords**
   - **Type**: `string`
   - **Description**: Keywords for searching repositories.
   - **Example**: `browser automation`, `react framework`, `machine learning`
   - **Default**: `browser automation`

2. **stars**
   - **Type**: `number`
   - **Description**: Minimum number of stars the repository should have.
   - **Example**: `100`, `1000`
   - **Default**: `100`

3. **updated**
   - **Type**: `string`
   - **Description**: Filter repositories by the date they were last updated (format: `YYYY-MM-DD`).
   - **Example**: `2026-01-01`, `2025-06-01`
   - **Default**: `2026-01-01`

4. **Page_Turns**
   - **Type**: `number`
   - **Description**: Number of search result pages to paginate through. For example, if there are 39 pages and you want the first 2, input `2`.
   - **Example**: `1`, `2`
   - **Default**: `1`

5. **date_limit_per_page**
   - **Type**: `number`
   - **Description**: Number of data items to extract per page in the search results list.
   - **Example**: `5`, `10`
   - **Default**: `5`

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

```bash
# Example invocation (all parameters)
python -u ./scripts/github_project_contributor_finder_api.py "browser automation" 100 "2026-01-01" 1 5

# Minimal invocation (only keywords, others use defaults)
python -u ./scripts/github_project_contributor_finder_api.py "react framework"
```

### ⏳ 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 parses and prints the structured results from the API response.

**Project Fields**:
- `repository_name`: The name of the GitHub repository.
- `repository_url`: The URL link to the repository.
- `repository_owner_name`: The owner/creator of the repository.
- `repository_description`: A brief description of the repository.
- `star_count`: The number of stars the repository has received.

**Contributor Fields**:
- `user_name`: The GitHub username of the contributor.
- `profile_url`: The URL link to the contributor's profile.
- `bio`: The bio or short description of the contributor.
- `repositories_summary`: A summary of other repositories owned by the contributor.
- `personal_website`: The contributor's personal website link.
- `twitter`: The contributor's Twitter handle.

## ⚠️ 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/r
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__github-project-contributor-finder-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 Github Project Contributor Finder 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 Github Project Contributor Finder 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 Github Project Contributor Finder 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 Github Project Contributor Finder 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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