deep-search

Conduct multi-round web research and generate a structured markdown synthesis report.

1.0k|75|Updated Mar 15, 2026
One-click install
npx skills add https://github.com/octos-org/octos --skill deep-search-octos-org
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: deep-search
Source: https://github.com/octos-org/octos/tree/main/crates/app-skills/deep-search
Command: npx skills add https://github.com/octos-org/octos --skill deep-search-octos-org

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Deep multi-round web research and structured synthesis across multiple sources save time and reduce manual guesswork when researching complex topics.

Core Features & Use Cases

  • Parallel web crawling: fetch multiple sources concurrently and surface diverse viewpoints.
  • Reference chasing: identify and retrieve highly cited external sources to anchor conclusions.
  • Structured synthesis: produce a report with sources, highlights, and a clear narrative across rounds.

Quick Start

Provide a topic to investigate and the tool will perform multi-round searches, parallel fetch pages, chase references, and generate a structured report in the research directory.

Frequently Asked Questions about deep-search

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

FAQPage Schema
How do I automate multi-round web research and generate a cited synthesis report?▼

Automate multi-round web research by providing a topic to trigger parallel fetching, reference chasing, and cross-round follow-ups, generating a cited markdown synthesis report and sources summary.

What is parallel web crawling for complex topic synthesis?▼

Parallel web crawling fetches multiple sources concurrently to surface diverse viewpoints, identifying and retrieving highly cited external references to anchor conclusions in a structured synthesis report.

Can I use deep search for topics requiring both breadth and depth?▼

Deep search handles topics requiring breadth and depth through multi-round searches, parallel page fetching, and reference chasing to build a comprehensive, cited narrative report.

Do I need special dependencies to run deep web research and crawling?▼

No special dependencies are required beyond access to configured search engines and a host-supplied synthesis configuration to execute deep web research and output a canonical markdown report.

How does reference chasing work in multi-round web research?▼

Reference chasing identifies and retrieves highly cited external sources during multi-round web research, anchoring conclusions and expanding the structured synthesis report with verified reference materials.

What is the best way to synthesize diverse viewpoints from crawled web sources?▼

Synthesize diverse viewpoints by parallel fetching multiple sources, chasing references across rounds, and generating a structured synthesis report with highlights, sources, and a clear narrative.