skills.rest
Z43L
Z43LCOMMUNITY
Explore all skills by this author →
GitHub

parallel-cli

Run structured web research and extraction jobs via terminal CLI with JSON output.

Updated May 5, 2026
Search Tags:#structured data#monitoring#web research#data enrichment#json output#entity discovery#async jobs
One-click install
npx skills add https://github.com/Z43L/zeus-agent --skill parallel-cli-z43l
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: parallel-cli
Source: https://github.com/Z43L/zeus-agent/tree/main/optional-skills/research/parallel-cli
Command: npx skills add https://github.com/Z43L/zeus-agent --skill parallel-cli-z43l

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Parallel-cli solves the problem of turning messy, multi-step web research into structured, agent-ready outputs—so you can search, extract, research, enrich, discover entities, and monitor sources without constantly switching tools or manually post-processing results.

Core Features & Use Cases

  • Agent-native web research workflows: launch deep research jobs, poll for progress, and retrieve final reports with consistent structure.
  • Extraction and deep content retrieval: fetch and extract clean text or targeted information from specific URLs for accurate downstream summaries.
  • Enrichment, FindAll, and monitoring: enrich datasets with additional fields, generate discovered entity lists (datasets), and set up change monitoring for ongoing tracking.

Quick Start

Ask: "Use parallel-cli to run research on 'Compare the leading AI coding agents by pricing, model support, and enterprise controls' and return the results as JSON."

Frequently Asked Questions about parallel-cli

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

FAQPage Schema
How do I get structured JSON output from web research for agent workflows?▼

To get structured JSON output from web research, you can run terminal-first CLI commands with the --json flag to search, extract, and enrich data into agent-ready formats without manual post-processing.

Can I run async web research jobs without waiting for them to finish?▼

Yes, you can launch async web research jobs using the --no-wait flag to execute non-interactively, and then use status polling to check progress and retrieve final reports when ready.

What's the best way to enrich datasets with discovered entities from web sources?▼

Dataset enrichment with discovered entities is handled by generating targeted entity lists and adding additional fields from web sources, turning messy, multi-step research into structured, agent-ready outputs.

Does this web research tool support follow-up context chaining for multi-step investigations?▼

Yes, follow-up context chaining supports multi-step investigations by linking sequential search, extraction, and deep research jobs, allowing you to build datasets and cite-from-returned-URLs accurately.

How do I monitor web sources for ongoing changes using a CLI?▼

You can set up source change monitoring via the terminal-first CLI to track ongoing updates, using async jobs with polling to maintain continuous tracking without interactive intervention.

When should I use async polling instead of waiting for deep research to complete?▼

Use async polling with --no-wait for long-running deep research operations, allowing the terminal to remain free while the job processes and returning structured JSON results upon status completion.

Related Skills

Explore More Data & Analytics Skills→
ma-waisma-wais

external_apis

Proxy Brave image search requests via Replit passthrough billing and parse results.

Community
Intermediate
stahurastahura
19

sql-query

Execute raw SQL queries against dataset aliases and parse columnar responses into row objects.

Community
Intermediate
devMoezdevMoez
1

parallel-cli

Execute agent-native web research workflows from a CLI with JSON output.

Community
Intermediate
matevipmatevip
839

sql_query

Generate and execute read-only SQL queries to extract insights from data sources.

Community
Advanced