academic-talonUse this skill when the user wants to search for academic papers, analyze PDF files, extract metadata, or save papers to Zotero.
Install via ClawdBot CLI:
clawdbot install bigdogaaa/academic-talonGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
http://localhost:8070/apiUses known external API (expected, informational)
api.tavily.comAudited Apr 17, 2026 · audit v1.0
Generated May 23, 2026
A PhD student needs to quickly find recent papers on transformer architectures, extract BibTeX citations, and organize them into a Zotero collection. The skill searches arXiv and Semantic Scholar, downloads PDFs, parses them with GROBID, and outputs publication-ready BibTeX with automatic Zotero archiving.
A conference program committee member collects papers from multiple sources, extracts full TEI XML structure for detailed review, and serves PDFs locally for private intranet access. The skill ensures consistent citation formatting and centralizes paper management.
An industrial research lab builds an internal knowledge base by searching for patents and academic papers, extracting BibTeX metadata, and archiving them in a shared Zotero group library. PDFs are served via local HTTP server for team access.
A grad student maintains a personal library of hundreds of papers for their thesis, using the skill to auto-generate BibTeX, archive into Zotero with custom collections, and serve PDFs from a local server for quick reference in writing.
A research group collaborates on a survey paper, using the skill to assign papers to team members via Zotero collections, extract full text analysis for annotation, and ensure all citations are standardized before submission.
Offer core features (search, BibTeX extraction, local PDF serving) for free, with premium tiers for advanced analytics, unlimited storage, and team collaboration tools. Revenue from monthly subscriptions.
License the full skill package to corporate R&D departments, providing white-label deployment with enhanced security, custom integrations, and dedicated support. Revenue from annual enterprise contracts.
Sell site-wide licenses to universities, enabling all students and faculty to use the skill via institutional Zotero accounts and internal servers. Revenue from annual site agreements.
💬 Integration Tip
Set up GROBID via Docker Compose and configure the .env file with your Zotero and GROBID API credentials before first use. For security, ensure the PDF server runs only on a private intranet.
Scored Jun 20, 2026
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