skills/skills.volces.com/hybrid-deep-search

hybrid-deep-search

Installation
SKILL.md

Hybrid Deep Search 🚀

Intelligent three-tier search system that automatically routes queries between Brave API and OpenAI Codex for optimal cost and quality.

Architecture

User Query
   ↓
Query Analyzer (router.py)
   ↓
   ├─→ Simple Questions → Brave API (web_search)     Fast, Free
   ├─→ Complex Questions → OpenAI Codex (gpt-5-codex)  Deep Analysis, Paid
   └─→ Manual Mode → User Specified

Quick Start

1. Install Dependencies

Installs
2
First Seen
Apr 12, 2026
hybrid-deep-search from skills.volces.com