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matlee0409
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parallel-cli

Run async web search and extraction workflows via a vendor CLI with JSON output.

Updated Aug 23, 2026
Search Tags:#cli#asynchronous#web-search#enrichment#deep-research#entity-discovery#parallel-cli
One-click install
npx skills add https://github.com/matlee0409/cronus --skill parallel-cli-matlee0409
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: parallel-cli
Source: https://github.com/matlee0409/cronus/tree/main/optional-skills/research/parallel-cli
Command: npx skills add https://github.com/matlee0409/cronus --skill parallel-cli-matlee0409

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Parallel CLI enables agent-native web search, extraction, deep research, enrichment, and monitoring workflows via a vendor CLI, providing structured, repeatable outcomes.

Core Features & Use Cases

  • JSON output via --json to integrate results into pipelines.
  • Non-interactive command execution for automation and scripting.
  • Async long-running jobs with --no-wait, status, and poll to manage extended tasks.
  • Context chaining with --previous-interaction-id to maintain conversation history across steps.
  • Combined capabilities: search, extract, research, enrich, findall, and monitor for end-to-end workflows.

Quick Start

Install parallel-cli and run a task with --json to obtain structured results.

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 extraction for multi-step research workflows?▼

Automate web search and extraction by using non-interactive command execution with JSON output, enabling structured results for complex multi-step research workflows. Context chaining maintains conversation history across steps.

What is the best way to handle long-running async web monitoring jobs?▼

Handle long-running async web monitoring jobs by using --no-wait, status, and poll flags to manage extended tasks without blocking execution. This ensures non-interactive monitoring of web resources.

Can I chain context across multiple steps in a deep research task?▼

Chain context across multiple steps in a deep research task by using the --previous-interaction-id flag. This maintains conversation history and ensures structured outputs across search, extraction, and monitoring.

How do I integrate web discovery results into data pipelines?▼

Integrate web discovery results into data pipelines by running commands with the --json flag. This forces structured JSON output, enabling seamless ingestion of search and enrichment data into downstream automation.

Does parallel-cli support entity discovery and data enrichment?▼

Parallel-cli supports entity discovery and data enrichment through combined capabilities including search, extract, research, enrich, findall, and monitor. These provide end-to-end workflows for complex information-gathering tasks.

When should I use asynchronous execution for web research?▼

Use asynchronous execution for web research when handling complex information-gathering tasks requiring multi-step workflows. Async job support with status and poll flags manages extended tasks without blocking non-interactive automation.

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