parallel-deep-research

Generate comprehensive research reports with citations via the Parallel AI task endpoint.

4|Updated Jan 30, 2026

Search Tags:#automation #research #multi-source #market analysis #deep dive #parallel ai

Ready to run

npx skills add https://github.com/harshanandak/forge --skill parallel-deep-research

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: parallel-deep-research
Source: https://github.com/harshanandak/forge/tree/main/skills/parallel-deep-research
Command: npx skills add https://github.com/harshanandak/forge --skill parallel-deep-research

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Many complex research requests require synthesizing information from dozens of sources, which exceeds the capabilities of simple web‑search tools and manual effort.

Core Features & Use Cases

Leverages Parallel AI’s pro and ultra processors to run autonomous research tasks that take 3‑25 minutes.
Returns structured markdown reports with citations, suitable for market analysis, competitive landscapes, industry deep‑dives, and strategic recommendations.
Simple curl‑based integration with configurable processor choice and cost awareness.

Quick Start

Ask the skill to generate a market analysis of the AI chatbot industry using the pro processor.

Frequently Asked Questions about parallel-deep-research

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

FAQPage Schema

How do I generate a comprehensive research report from multiple sources?▼

Generate a comprehensive research report by passing your research query to the Parallel AI task endpoint, which synthesizes dozens of sources into a structured markdown document with citations. This autonomous process takes 3 to 25 minutes depending on processor choice.

What is the best way to automate market analysis and competitive landscape research?▼

Automate market analysis by configuring a curl command to call the Parallel AI task endpoint with either the pro or ultra processor. The service runs autonomously, returning structured markdown reports with citations suitable for strategic recommendations.

Do I need an API key to run autonomous research tasks?▼

Yes, you need a Parallel AI API key configured in a .env.local file to authenticate requests. The skill uses curl to call the Parallel AI task endpoint, requiring this setup before running any industry deep-dive or market analysis.

How long does it take to synthesize dozens of sources into a structured report?▼

Synthesizing dozens of sources takes between 3 and 25 minutes depending on the selected processor. The pro and ultra processors run autonomous research tasks that return structured markdown reports with citations upon completion.

What is the difference between pro and ultra processors for deep-dive research?▼

The pro and ultra processors determine the depth and cost of your deep-dive research task. Both processors run autonomous research tasks via the Parallel AI endpoint, returning structured markdown reports with citations, but the ultra processor typically handles more complex synthesis.

Can I get citations in automated industry deep-dive reports?▼

Yes, automated industry deep-dive reports return structured markdown with citations included. The Parallel AI processors synthesize dozens of sources autonomously, ensuring your market analysis or competitive landscape report includes proper source attribution.