deep-scoutMulti-stage deep intelligence pipeline (Search → Filter → Fetch → Synthesize). Turns a query into a structured research report with full source citations.
Install via ClawdBot CLI:
clawdbot install JonathanJing/deep-scoutGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://...Audited Apr 17, 2026 · audit v1.0
Generated Mar 21, 2026
A company planning to expand into a new geographic market uses deep-scout to research local competitors, regulations, and consumer trends. The pipeline fetches recent news, government reports, and industry analyses to produce a structured report with citations, helping the company assess risks and opportunities.
A tech startup evaluating software tools for integration uses deep-scout with the comparison style to analyze features, pricing, and user reviews across multiple sources. It synthesizes findings into a comparison table, aiding in vendor selection based on up-to-date information.
A researcher studying emerging topics like AI ethics uses deep-scout to gather and synthesize scholarly articles, conference papers, and preprints. The tool filters for high-relevance sources and creates a timeline or bullet-point summary, streamlining the literature review process.
A marketing agency tracks competitor activities, such as product launches or campaigns, by running deep-scout queries with freshness set to past day or week. It generates concise reports with source citations, enabling clients to stay informed and adjust strategies quickly.
An investment firm researching a potential acquisition target uses deep-scout to collect financial news, regulatory filings, and industry reports. The synthesis stage produces a detailed report highlighting strengths, risks, and market position, supporting investment decisions.
Offer deep-scout as a cloud-based service with tiered pricing based on query volume, depth, and features like advanced styles or priority support. Revenue comes from monthly or annual subscriptions, targeting businesses needing regular research automation.
Bundle deep-scout into consulting packages for market research, competitive analysis, or due diligence projects. Charge per project or hourly, leveraging the tool to deliver faster, data-backed insights to clients in industries like finance or consulting.
License deep-scout to other companies, such as news agencies or research platforms, to integrate into their own products. Generate revenue through licensing fees or revenue-sharing agreements, allowing partners to enhance their offerings with automated intelligence pipelines.
💬 Integration Tip
Ensure all required binaries like bash and python3 are installed, and configure API keys for web search and Firecrawl if needed to avoid fetch failures.
Scored Apr 19, 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.
Manage Zotero reference libraries via the Web API. Search, list, add items by DOI/ISBN/PMID (with duplicate detection), delete/trash items, update metadata and tags, export in BibTeX/RIS/CSL-JSON, batch-add from files, check PDF attachments, cross-reference citations, find missing DOIs via CrossRef, and fetch open-access PDFs. Supports --json output for scripting. Use when the user asks about academic references, citation management, literature libraries, PDFs for papers, bibliography export, or Zotero specifically.