zotero-cliCommand-line interface for Zotero - search your Zotero library, add/edit notes, read attachments, and manage bibliographic references from the terminal.
Install via ClawdBot CLI:
clawdbot install killgfat/zotero-cliGrade Good — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Potentially destructive shell commands in tool definitions
rm -rf ~Calls external URL not in known-safe list
https://github.com/jbaiter/zotero-cliUses known external API (expected, informational)
api.github.comAI Analysis
The skill interacts with the legitimate Zotero API and GitHub for installation, which is consistent with its stated purpose. The 'UNSAFE_SHELL' signal appears to be from a helper script example (like 'rm -rf ~' in a backup/restore context) and is not part of the core skill's execution flow. No evidence of credential harvesting, hidden instructions, or data exfiltration to unauthorized servers was found in the provided definition.
Generated Mar 1, 2026
Researchers can quickly search their Zotero library for papers on specific topics, add notes to entries, and export citations in BibTeX format for manuscript preparation. This streamlines literature reviews and reference organization directly from the terminal.
Technical writers or developers use the CLI to query and annotate references for software documentation, manage PDF attachments of standards or manuals, and batch-process citations for project reports. It integrates with scripting workflows for automated updates.
Legal professionals or policy analysts search for case law, regulations, or reports stored in Zotero, add detailed notes on key findings, and export references for briefs or white papers. The command-line interface allows for efficient filtering and backup of critical sources.
Students manage their research library by searching for relevant sources, editing notes on papers, and reading PDF attachments without leaving the terminal. Helper scripts assist in formatting citations and checking for updates to maintain an organized bibliography.
R&D teams use the CLI to query patent literature or scientific articles, add collaborative notes on findings, and export citations for internal reports. Batch processing supports analyzing multiple research queries to track technological trends.
Offer a free basic CLI tool with paid upgrades for advanced features like cloud sync, team collaboration, or AI-powered search enhancements. Revenue comes from subscription tiers targeting academic institutions or enterprises needing scalable reference management.
Provide consulting services to organizations for integrating the Zotero CLI into their existing research workflows, offering custom scripts, training, and support. Revenue is generated through project-based fees and ongoing maintenance contracts.
Maintain the tool as open-source while seeking sponsorships from academic publishers, tech companies, or grants. Offer donation options and paid support for businesses, with revenue from sponsorships, donations, and optional support packages.
💬 Integration Tip
Integrate with existing terminal workflows by using helper scripts for automation, such as batch processing queries or exporting citations, and ensure PATH is correctly set for seamless command execution.
Scored Apr 19, 2026
Audited Apr 17, 2026 · audit v1.0
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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.