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Search Cluster

ASecurity

Aggregated search aggregator using Google CSE, GNews RSS, Wikipedia, Reddit, and Scrapling.

33 stars
0 votes
0 copies
2 views
Added 9/5/2026
developmentpythongoapisecurity

Works with

api

Security Analysis

A92/100
mediumInstalls packages at runtime which could introduce malicious dependencies

Pro scans all 5 files and shows the line behind each finding

Scanned 9/5/2026

$npx -y skills add dvcrn/openclaw-skills-marketplace --skill search-cluster --agent claude-code

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Files
SKILL.md
---
name: search-cluster
description: "Aggregated search aggregator using Google CSE, GNews RSS, Wikipedia, Reddit, and Scrapling."
---

# Search Cluster (Industrial Standard v3.1)

A multi-provider search aggregator designed for high-availability and security.

## Installation
The scrapling provider requires a dedicated virtual environment.
1. Create a venv: python3 -m venv venv/scrapling
2. Install scrapling: venv/scrapling/bin/pip install scrapling
3. Provide the path to the venv binary in SCRAPLING_PYTHON_PATH.

## Security Posture
- Subprocess Isolation: Query inputs are passed as arguments to stealth_fetch.py.
- Strict TLS: Mandatory SSL verification on all providers.
- Sanitization: Integrated native internal scrubber (Path Neutral).

## Requirements and Environment
Declare these variables in your environment or vault:

| Variable | Requirement | Description |
|---|---|---|
| GOOGLE_API_KEY | Optional | API Key for Google Custom Search. |
| GOOGLE_CSE_ID | Optional | Search Engine ID for Google CSE. |
| SCRAPLING_PYTHON_PATH | Optional | Path to the scrapling venv python binary. |
| REDIS_HOST | Optional | Host for result caching. |
| REDIS_PORT | Optional | Port for result caching (Default: 6379). |
| SEARCH_USER_AGENT | Optional | Custom User-Agent string. |

## Providers
- google: Official Google Custom Search.
- wiki: Wikipedia OpenSearch API.
- reddit: Reddit JSON search API.
- gnews: Google News RSS aggregator.
- scrapling: Headless stealth scraping (via DuckDuckGo).

## Included Scripts
- scripts/search-cluster.py: Main entry point.
- scripts/stealth_fetch.py: Scrapling fetcher (REQUIRED for scrapling provider).

## Workflow
1. Execute: scripts/search-cluster.py all "<query>"
2. Output is structured JSON with source, title, link, and sanitized snippet.

Attribution

dvcrndvcrn
View sourceSee grades on GitHubMore from dvcrn →
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