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parallel-cli

Run Parallel CLI web search, extraction, research, and monitoring tasks with JSON output.

Updated Apr 2, 2026
Search Tags:#monitoring#web search#data enrichment#json output#deep research#entity discovery#parallel cli
One-click install
npx skills add https://github.com/JKhyro/HERMES-AGENT --skill parallel-cli-jkhyro
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: parallel-cli
Source: https://github.com/JKhyro/HERMES-AGENT/tree/main/optional-skills/research/parallel-cli
Command: npx skills add https://github.com/JKhyro/HERMES-AGENT --skill parallel-cli-jkhyro

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Parallel CLI removes the friction of manual web research by giving agents a terminal-native way to search, extract, synthesize, enrich, and monitor information with structured output. It is designed for workflows that need current sources, repeatable execution, and follow-up automation instead of ad hoc browsing.

Core Features & Use Cases

  • Web Search and Extraction: Find current information, then pull clean page content or focused details from URLs.
  • Deep Research and Follow-Up: Launch multi-step research jobs, poll for results later, and chain context across related questions.
  • Enrichment, FindAll, and Monitoring: Expand tabular data, discover entity datasets, and track pages or sources over time.
  • Use Case: A research agent can identify the latest market facts, extract supporting pages, enrich a CSV with company attributes, and keep monitoring key sources for changes.

Quick Start

Use the parallel-cli skill to search for your topic in JSON mode and summarize only the returned sources and citations.

Frequently Asked Questions about parallel-cli

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate web search and return structured JSON output from the terminal?▼

Automating web search for structured JSON output requires a terminal-native tool that executes non-interactive commands. This skill runs Parallel CLI to extract clean page content and return current information directly as structured data.

What is the best way to enrich a dataset with current web sources and citations?▼

Dataset enrichment with current web sources involves expanding tabular data with discovered attributes. This skill performs entity discovery and data enrichment, maintaining citation discipline by tracking returned URLs for every structured answer.

Can I launch long-running deep research jobs and poll for results asynchronously?▼

Yes, launching deep research jobs supports asynchronous polling to handle multi-step workflows. The skill initiates long-running research tasks, polls for completion later, and chains context across related follow-up questions.

How do I monitor web pages for changes without manual browsing?▼

Monitoring web pages for changes without manual browsing requires tracking specific sources over time. This skill automates source monitoring by periodically checking pages and extracting focused details from the returned URLs.

Does parallel-cli require handling authentication for non-interactive command execution?▼

Yes, non-interactive command execution requires authentication handling to access restricted sources. This skill manages authentication natively within the terminal workflow to ensure continuous data extraction and research automation.

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