hybrid-deep-searchHybrid Deep Search - Intelligent routing between Brave API (free, fast) and OpenAI Codex (deep analysis, paid). Auto-selects optimal search strategy based on...
Install via ClawdBot CLI:
clawdbot install scsun1978/hybrid-deep-searchGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Accesses sensitive credential files or environment variables
$OPENAICalls external URL not in known-safe list
https://platform.openai.com/api-keysUses known external API (expected, informational)
api.openai.comAI Analysis
The skill's external API usage (OpenAI, Brave) is consistent with its stated purpose of hybrid search routing. While it accesses the user's OpenAI API key via environment variables, this is a documented, expected credential access for the paid functionality and not hidden credential harvesting. No hidden instructions, obfuscation, or unauthorized data exfiltration patterns are present.
Generated Mar 21, 2026
Researchers can use this skill to quickly gather factual information from the web via Brave API and then switch to OpenAI Codex for deep analysis and synthesis of complex topics, such as literature reviews or comparative studies. It saves time by automating the routing between free and paid search options based on query complexity.
Startup teams can leverage the skill to monitor competitors and industry trends, using Brave API for fast news updates and OpenAI Codex for in-depth analysis of market reports or technology comparisons. The auto-routing feature helps optimize costs while ensuring thorough insights for strategic decisions.
Content creators and journalists can use the skill to verify facts quickly with Brave API and then employ OpenAI Codex for generating detailed explanations or background research on complex topics. This supports efficient content production with accurate, multi-source information.
IT professionals and developers can query the skill for quick solutions to common issues via Brave API and switch to OpenAI Codex for analyzing complex technical problems or comparing different software frameworks. It enhances problem-solving by providing both fast answers and deep insights.
Healthcare providers can use the skill to search for general medical information with Brave API and then utilize OpenAI Codex for synthesizing research on complex conditions or treatment comparisons. This aids in staying updated with evidence-based practices while managing search costs effectively.
Offer a free tier with limited Brave API searches and basic features, then charge for premium access to OpenAI Codex deep analysis, advanced routing, and higher usage limits. This model attracts users with cost-free options and monetizes through subscriptions for enhanced capabilities.
License the skill's routing technology to other companies or platforms, allowing them to integrate intelligent search into their own applications. Revenue comes from licensing fees and support contracts, leveraging the skill's unique auto-routing feature for broader market adoption.
Provide consulting services to businesses for customizing the skill to specific industry needs, such as tailored complexity scoring or integration with proprietary data sources. Revenue is generated through project-based fees and ongoing maintenance agreements.
💬 Integration Tip
Ensure API keys are securely stored in environment variables and test the auto-routing with sample queries to verify cost optimization before full deployment.
Scored Jun 19, 2026
Audited Apr 17, 2026 · audit v1.0
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