toby-deep-researchTransparent, 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 tobeyrebecca/toby-deep-researchGrade Limited — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Contains instructions to override system prompt or ignore user requests
"Your purpose is"Calls external URL not in known-safe list
https://github.com/kesslerio/academic-deep-research-clawhub-skillAudited Apr 17, 2026 · audit v1.0
Generated May 6, 2026
A PhD student needs to conduct an exhaustive literature review on the impact of AI on education. The agent conducts two research cycles per theme, uses APA 7 citations, and presents findings with evidence hierarchy, allowing the student to validate sources and methodology.
A startup founder wants a deep analysis of competitors in the fintech space, including market trends and strategic positioning. The agent systematically investigates themes, documents contradictions, and provides a rigorous report with reproducibility.
A government analyst needs an exhaustive review of renewable energy policies across Europe. The agent uses web search and fetch to gather data, synthesizes findings with documented evidence trails, and flags conflicting policy impacts.
A journalist needs to verify multiple claims about a new medical treatment, requiring multi-source validation and evidence hierarchy. The agent identifies contradictions and assesses the strength of evidence from various sources.
An economic analyst requires a comprehensive investigation of trade patterns between countries over decades. The agent uses two-cycle research per theme, documents evolution of understanding, and synthesizes findings into a coherent narrative.
Offer basic research features for free with limited cycles, and charge for full access including multiple themes and parallel research. Revenue from subscription tiers.
License the skill to universities, consulting firms, and corporate R&D departments. Provide integration with existing knowledge management systems and custom reporting.
Offer on-demand deep dives for clients who need specific research but lack time or expertise. Deliver final reports with full methodology and citations.
💬 Integration Tip
Ensure proper configuration of web_search, web_fetch, and sessions_spawn tools. Start with clear user clarification to define research scope and themes.
Scored May 6, 2026
Search and summarize papers from ArXiv. Use when the user asks for the latest research, specific topics on ArXiv, or a daily summary of AI papers.
Assistance with writing literature reviews by searching for academic sources via Semantic Scholar, OpenAlex, Crossref and PubMed APIs. Use when the user needs to find papers on a topic, get details for specific DOIs, or draft sections of a literature review with proper citations.
Creates formal academic research papers following IEEE/ACM formatting standards with proper structure, citations, and scholarly writing style. Use when the user asks to write a research paper, academic paper, or conference paper on any topic.
Search, download, and summarize academic papers from arXiv. Built for AI/ML researchers.
Use this skill when users need to search academic papers, download research documents, extract citations, or gather scholarly information. Triggers include: requests to "find papers on", "search research about", "download academic articles", "get citations for", or any request involving academic databases like arXiv, PubMed, Semantic Scholar, or Google Scholar. Also use for literature reviews, bibliography generation, and research discovery. Requires OpenClawCLI installation from clawhub.ai.
中文学术论文搜索工具。搜索中英文论文,覆盖知网、万方、维普等中文数据库的论文。Use when: 用户说「搜论文」「查文献」「知网」「CNKI」「搜索中文学术论文」「找中文文献」,或需要搜索、下载、引用中英文论文。支持OpenAlex API(免费,2亿+论文)和Crossref API(DOI覆盖)。Also...