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parallel-cli

Run vendor web search and research workflows via CLI with JSON outputs.

Updated Aug 23, 2026
Search Tags:#monitoring#cli#web-search#enrichment#deep-research#findall#parallel-cli
One-click install
npx skills add https://github.com/Hermesagents/hermes-agents --skill parallel-cli
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: parallel-cli
Source: https://github.com/Hermesagents/hermes-agents/tree/main/skills/research/parallel-cli
Command: npx skills add https://github.com/Hermesagents/hermes-agents --skill parallel-cli

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automates complex web search and research workflows via a vendor-specific CLI, enabling fast access to structured insights and results.

Core Features & Use Cases

  • Unified CLI with subcommands for search, extract, research, enrich, findall, and monitor.
  • JSON-first outputs and non-interactive workflows suitable for automation and integration.
  • Supports async task handling and cross-source data gathering for enterprise-grade research.

Quick Start

Start a quick lookup by running a non-interactive search for the target query and requesting JSON output.

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 deep research workflows from the command line?▼

You can automate web search and deep research workflows using a CLI that supports non-interactive mode, async job handling, and subcommands like search, extract, research, enrich, findall, and monitor for structured data gathering.

What is the best way to get structured JSON output from web search results?▼

To get structured JSON output from web search results, use a JSON-first CLI tool designed for non-interactive workflows, enabling fast access to structured insights and seamless integration into automated pipelines.

Can I monitor async research jobs across multiple web sources?▼

Yes, you can monitor async research jobs across web sources using the monitor subcommand, which handles cross-source data gathering and tracks multi-step research workflows asynchronously.

Does this CLI tool support data enrichment and extraction for deep research?▼

Yes, the CLI supports data enrichment and extraction through dedicated enrich and extract subcommands, allowing you to gather and structure cross-source data for enterprise-grade research tasks.

How do I find specific information across multiple web sources without manual searching?▼

You can find specific information across web sources without manual searching by using the findall subcommand in a non-interactive CLI workflow, which automates cross-source data gathering and returns JSON-first results.

What are the limitations of using a CLI for deep web research and monitoring?▼

Limitations of using a CLI for deep web research include dependency on vendor-specific APIs for data access and the need for authentication handling, though it supports non-interactive workflows and structured JSON outputs for automation.

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