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parallel-cli

Automates web search, extraction, and deep research workflows via Parallel CLI with JSON output and non-interactive execution.

Updated Mar 22, 2026
Search Tags:#cli#web-search#enrichment#deep-research#monitor#findall#parallel-cli
One-click install
npx skills add https://github.com/ChimeraFoundationa/Agentx --skill parallel-cli-chimerafoundationa
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: parallel-cli
Source: https://github.com/ChimeraFoundationa/Agentx/tree/main/skills/research/parallel-cli
Command: npx skills add https://github.com/ChimeraFoundationa/Agentx --skill parallel-cli-chimerafoundationa

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Optional vendor skill for Parallel CLI — agent-native web search, extraction, deep research, enrichment, FindAll, and monitoring. Prefer JSON output and non-interactive flows.

Core Features & Use Cases

  • JSON output via --json for machine readability
  • Non-interactive execution and async jobs with --no-wait, status, and poll
  • Context chaining with --previous-interaction-id for multi-step workflows
  • Integrated search, extract, research, enrichment, entity discovery, and monitoring

Quick Start

Use the parallel-cli to perform a sample search and return results in JSON.

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 asynchronous agent workflows?▼

Parallel CLI supports context chaining for multi-step workflows via the --previous-interaction-id flag. You can launch asynchronous jobs with --no-wait, then poll their status and retrieve results to chain research queries sequentially.

What is deep research enrichment and how does entity discovery work across multiple sources?▼

Deep research enrichment discovers entities across multiple web sources using Parallel CLI. It automates extraction and monitoring workflows, outputting structured JSON data to enrich agent-driven research tasks comprehensively.

Does Parallel CLI support non-interactive execution with JSON output?▼

Yes, Parallel CLI supports non-interactive execution and JSON output via the --json flag. It is designed for agent-native workflows, ensuring machine readability without requiring interactive input during web search and extraction tasks.

Can I monitor web sources and poll async research jobs without keeping a session active?▼

Yes, you can monitor web sources and poll asynchronous research jobs using the status and poll commands. Launch jobs with --no-wait to execute without an active session, then check progress and retrieve JSON results later.

What's the best way to chain multiple web extraction steps in a deep research workflow?▼

The best way to chain web extraction steps is using the --previous-interaction-id flag for context chaining. This passes prior job context to subsequent Parallel CLI calls, building continuous multi-step research workflows.

Do I need interactive terminal access to run entity discovery and web monitoring tasks?▼

No, interactive terminal access is not required because Parallel CLI executes non-interactive flows natively. You can launch entity discovery and monitoring tasks asynchronously, retrieving structured JSON output through status polling.

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