Setup & Installation
Or with the ClawHub CLI, for registry-managed skill folders outside a full OpenClaw workspace:
What This Skill Does
Queries Google, Google Scholar, YouTube, and X in a single run and merges the results into one ranked list. Outputs both a machine-readable JSON file and a markdown summary. Each source is optional and activated by its corresponding API key.
Running one command replaces four separate searches and produces a unified ranked output instead of requiring manual result merging.
When to use it
- Researching a technical topic across web and academic sources at once
- Finding recent X posts alongside YouTube tutorials on the same query
- Building a literature review brief from scholar and web results
- Monitoring a trending topic across search and social simultaneously
- Generating a ranked summary report for a client research request
Example Workflow
Here's how your AI assistant might use this skill in practice.
User asks: search for 'AI agents workflow' across all sources
- 1Runs search_aggregator.py with --query 'AI agents workflow' and --sources 'google,scholar,youtube,x'
- 2Fetches up to 5 results per source using the configured API keys
- 3Merges and ranks results from all four providers
- 4Writes full results to outputs/search-aggregator/latest.json
- 5Writes a readable summary to outputs/search-aggregator/latest.md
A ranked list of top results with a short summary across Google, Scholar, YouTube, and X
Requirements
Accounts, API keys, or tools you or your AI assistant may need to set up while using this skill.