academic-deep-research-proTransparent, rigorous research with full methodology — not a black-box API wrapper. Conducts exhaustive investigation through mandated 2-cycle research per t...
Install via ClawdBot CLI:
clawdbot install nancliu/academic-deep-research-proGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://github.com/kesslerio/academic-deep-research-clawhub-skillAudited Apr 17, 2026 · audit v1.0
Generated Apr 8, 2026
A researcher needs a comprehensive review of existing studies on a specific topic, such as climate change impacts on agriculture, requiring synthesis of multiple sources, identification of gaps, and proper citations to support a new manuscript.
A startup in the software industry wants to analyze competitors' products, market strategies, and patent filings to identify opportunities and threats, ensuring decisions are based on verified, multi-source data.
A government agency requires an in-depth report on the effectiveness of a public health policy, involving evidence from academic journals, government reports, and international case studies to inform future regulations.
A pharmaceutical firm needs to investigate clinical trial results, regulatory approvals, and market trends for a new drug, ensuring rigorous analysis of scientific literature and competitor activities.
A documentary team seeks to verify historical events and sources for a film project, requiring exhaustive research from archives, academic papers, and primary sources to ensure accuracy and credibility.
Offer monthly or annual subscriptions to businesses and researchers for ongoing deep research projects, providing regular reports with updates and new findings to support decision-making.
Provide tailored research services on a project basis for clients in academia, corporations, or government, charging per report based on complexity and depth of analysis required.
License the skill to academic institutions or research platforms, embedding it into their workflows to automate literature reviews and competitive analysis, enhancing efficiency for users.
💬 Integration Tip
Ensure clear user input at stop points to align research themes and deliverables, and leverage native OpenClaw tools like web_search and sessions_spawn for efficient, self-contained execution.
Scored Apr 28, 2026
Multi-source deep research agent. Searches the web, synthesizes findings, and delivers cited reports. No API keys required.
Transparent, rigorous research with full methodology — not a black-box API wrapper. Conducts exhaustive investigation through mandated 2-cycle research per theme, APA 7th citations, evidence hierarchy, and 3 user checkpoints. Self-contained using native OpenClaw tools (web_search, web_fetch, sessions_spawn). Use for literature reviews, competitive intelligence, or any research requiring academic rigor and reproducibility.
Perform complex, long-running research tasks using Gemini Deep Research Agent. Use when asked to research topics requiring multi-source synthesis, competitive analysis, market research, or comprehensive technical investigations that benefit from systematic web search and analysis.
Deep multi-source research via Parallel API. Use when user explicitly asks for thorough research, comprehensive analysis, or investigation of a topic. For quick lookups or news, use parallel-search instead.
AI deep research powered by CellCog. Market research, competitive analysis, investment research, academic research, due diligence, literature reviews with ci...
Async deep research via Gemini Interactions API (no Gemini CLI dependency). RAG-ground queries on local files (--context), preview costs (--dry-run), structu...