Requirements
- Target platform
- OpenClaw
- Install method
- Manual import
- Extraction
- Extract archive
- Prerequisites
- OpenClaw
- Primary doc
- SKILL.md
Aggregated search aggregator using Google CSE, GNews RSS, Wikipedia, Reddit, and Scrapling.
Aggregated search aggregator using Google CSE, GNews RSS, Wikipedia, Reddit, and Scrapling.
Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.
I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete.
I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run.
A multi-provider search aggregator designed for high-availability and security.
The scrapling provider requires a dedicated virtual environment. Create a venv: python3 -m venv venv/scrapling Install scrapling: venv/scrapling/bin/pip install scrapling Provide the path to the venv binary in SCRAPLING_PYTHON_PATH.
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).
Declare these variables in your environment or vault: VariableRequirementDescriptionGOOGLE_API_KEYOptionalAPI Key for Google Custom Search.GOOGLE_CSE_IDOptionalSearch Engine ID for Google CSE.SCRAPLING_PYTHON_PATHOptionalPath to the scrapling venv python binary.REDIS_HOSTOptionalHost for result caching.REDIS_PORTOptionalPort for result caching (Default: 6379).SEARCH_USER_AGENTOptionalCustom User-Agent string.
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).
scripts/search-cluster.py: Main entry point. scripts/stealth_fetch.py: Scrapling fetcher (REQUIRED for scrapling provider).
Execute: scripts/search-cluster.py all "<query>" Output is structured JSON with source, title, link, and sanitized snippet.
Code helpers, APIs, CLIs, browser automation, testing, and developer operations.
Largest current source with strong distribution and engagement signals.