oma-search

Classify queries into search modes and route them to trusted sources.

5|3|Updated Mar 11, 2026
One-click install
npx skills add https://github.com/ddarkr/antigravity-token-monitor --skill oma-search-ddarkr
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: oma-search
Source: https://github.com/ddarkr/antigravity-token-monitor/tree/main/.agents/skills/oma-search
Command: npx skills add https://github.com/ddarkr/antigravity-token-monitor --skill oma-search-ddarkr

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill streamlines the process of locating relevant information by intelligently routing search queries to the most suitable channels, while assessing source trustworthiness to ensure reliable results.

Core Features & Use Cases

  • Search Query Classification: Determines whether the query requires documentation, web, code, or local project search.
  • Multi-Channel Routing: Dispatches queries to Context7, native web search, GitHub/GitLab code search, or Serena local search.
  • Trust Scoring & Filtering: Attaches trust labels to sources based on domain heuristics and rankings, filtering results per user preferences.
  • Use Case: When a developer seeks API references or troubleshooting info, the Skill automatically fetches the most authoritative source with verifiable trust metrics.

Quick Start

Enter a question like "How to implement OAuth PKCE in TypeScript" with relevant flags to perform an intelligent, trust-aware search.

Frequently Asked Questions about oma-search

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

FAQPage Schema
How does intelligent search routing work for developer queries?

Intelligent search routing classifies developer queries by intent into documentation, web, code, or local project search modes. It then dispatches the query to appropriate external channels and filters the results using domain trust levels to ensure reliable information retrieval.

How do I search official docs and code repositories simultaneously?

You can search official docs and code repositories simultaneously by entering your technical query with relevant flags. The system automatically routes your request to Context7 for documentation and GitHub or GitLab for code search based on the classified intent.

Can I filter web search results by source trustworthiness for API references?

Yes, you can filter web search results by source trustworthiness. The system attaches trust labels to sources based on domain heuristics and rankings, filtering results to match your preferences for verifiable and authoritative API references.

What is the best way to find troubleshooting info across local projects and the web?

The best way to find troubleshooting info is using an intent-driven routing system that dispatches queries to native web search or Serena local project search. It automatically fetches the most authoritative source with verifiable trust metrics.

Does this search routing tool support fallback strategies for technical research?

Yes, the search routing tool supports fallback strategies for technical research. It integrates multiple external tools and fallback mechanisms to ensure high-quality, source-grounded information relevant to developer workflows even if primary search channels fail.

When should I not use automated trust scoring for search results?

You should not use automated trust scoring for search results when you require unfiltered access to raw web search outputs. The trust filtering mechanism restricts results to domains meeting specific heuristic and ranking thresholds, which may exclude niche or newly published sources.