research-loopClaude Code compatibility mirror for the Codex-native 10000 Mentors Research Workflow. Use only when running from Claude Code and the user wants the same sou...
Install via ClawdBot CLI:
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Grade Poor — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Usage Guide
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Scored May 2, 2026
Summarize URLs or files with the summarize CLI (web, PDFs, images, audio, YouTube).
AI-optimized web search via Tavily API. Returns concise, relevant results for AI agents.
Multi search engine integration with 16 engines (7 CN + 9 Global). Supports advanced search operators, time filters, site search, privacy engines, and Wolfra...
Web search via Tavily API (alternative to Brave). Use when the user asks to search the web / look up sources / find links and Brave web_search is unavailable...
Web search and content extraction via Brave Search API. Use for searching documentation, facts, or any web content. Lightweight, no browser required.
Search the web using Baidu AI Search Engine (BDSE). Use for live information, documentation, or research topics.