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Chris-Chai-Minjae
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parallel-cli

Run vendor-specific web search and research workflows via the Parallel CLI.

Updated Apr 23, 2026
Search Tags:#research#monitoring#async#web-search#enrichment#json-output#parallel-cli
One-click install
npx skills add https://github.com/Chris-Chai-Minjae/hermes-agent-r1-bridge --skill parallel-cli-chris-chai-minjae
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: parallel-cli
Source: https://github.com/Chris-Chai-Minjae/hermes-agent-r1-bridge/tree/main/optional-skills/research/parallel-cli
Command: npx skills add https://github.com/Chris-Chai-Minjae/hermes-agent-r1-bridge --skill parallel-cli-chris-chai-minjae

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Leverages the Parallel CLI to streamline complex, vendor-specific web search, deep research, enrichment, and monitoring tasks, reducing manual coordination and enabling repeatable, auditable results.

Core Features & Use Cases

  • JSON-first structured outputs for reliable downstream processing.
  • Async long-running jobs with status and poll workflows for scalable research.
  • Enrichment, FindAll-style entity discovery, and ongoing monitoring when Parallel workflows are required.

Quick Start

Invoke the parallel-cli tool to perform a web search or deep research task and add --json for machine-readable output.

Frequently Asked Questions about parallel-cli

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

FAQPage Schema
How do I run async web search jobs with structured JSON output?▼

Async web search jobs output structured JSON by invoking the Parallel CLI and passing the --json flag for machine-readable downstream processing and non-interactive execution.

How do I chain multiple deep research tasks together using context?▼

Deep research tasks chain together by passing the --previous-interaction-id flag, enabling staged task management and context chaining for complex, multi-step research workflows.

Can I monitor and enrich entity discovery workflows non-interactively?▼

Monitoring and enrichment workflows run non-interactively via the Parallel CLI, using status polling and async execution to track long-running research jobs and FindAll-style entity discovery.

What is the best way to handle authentication and errors in automated research workflows?▼

Automated research workflows handle authentication and errors through clear guidance provided by the Parallel CLI, ensuring repeatable and auditable results during complex extraction and monitoring tasks.

When do I need async execution and status polling for web search?▼

Async execution and status polling are needed for web search when running scalable, long-running research jobs that require structured JSON outputs and staged task management without blocking terminal interaction.

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