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Search & Research @terwox Updated 2/26/2026

📚 Zotero OpenClaw Skill - ClawHub

Do you want your AI agent to automate Zotero workflows? This free skill from ClawHub helps with search & research tasks without building custom tools from scratch.

What this skill does

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.

Install

npx clawhub@latest install zotero

Full SKILL.md

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zoteroManage 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.

Zotero Skill

Interact with Zotero personal or group libraries via the REST API v3.

Setup

Requires two environment variables:

ZOTERO_API_KEY   — Create at https://www.zotero.org/settings/keys/new
ZOTERO_USER_ID   — Found on the same page (numeric, not username)

For group libraries, set ZOTERO_GROUP_ID instead of ZOTERO_USER_ID.

Optional env var for CrossRef/Unpaywall polite pool (improves DOI lookup success rate):

CROSSREF_EMAIL   — Your email (optional; uses fallback if unset)

If credentials are missing, tell the user what's needed and link them to the key creation page.

CLI Script

All operations use scripts/zotero.py (Python 3, zero external dependencies).

python3 scripts/zotero.py <command> [options]

Commands

Command Description Example
items List top-level items zotero.py items --limit 50
search Search by query zotero.py search "cognitive load"
get Full item details + attachments zotero.py get ITEMKEY
collections List all collections zotero.py collections
tags List all tags zotero.py tags
children List attachments/notes for item zotero.py children ITEMKEY
add-doi Add item by DOI (dedup enabled) zotero.py add-doi 10.1234/example
add-isbn Add item by ISBN (dedup enabled) zotero.py add-isbn 978-0-123456-78-9
add-pmid Add item by PubMed ID zotero.py add-pmid 12345678
delete Move items to trash (recoverable by default) zotero.py delete KEY1 KEY2 --yes
update Modify item metadata/tags zotero.py update KEY --add-tags "new"
export Export as BibTeX/RIS/CSL-JSON zotero.py export --format bibtex
batch-add Add multiple items from file zotero.py batch-add dois.txt --type doi
check-pdfs Report which items have/lack PDFs zotero.py check-pdfs
crossref Match citations vs library zotero.py crossref bibliography.txt
find-dois Find & add missing DOIs via CrossRef zotero.py find-dois --limit 10
fetch-pdfs Fetch open-access PDFs for items zotero.py fetch-pdfs --dry-run

Global Flags

  • --json — JSON output instead of human-readable (works with items, search, get)

Common Options

  • --limit N — Max items to return (default 25)
  • --sort FIELD — Sort by dateModified, title, creator, date
  • --direction asc|desc — Sort direction
  • --collection KEY — Filter by or add to collection
  • --type TYPE — Filter by item type (journalArticle, book, conferencePaper, etc.)
  • --tags "tag1,tag2" — Add tags when creating items
  • --force — Skip duplicate detection on add commands

Workflows

Add a paper by DOI

python3 zotero.py add-doi "10.1093/jamia/ocaa037" --tags "review"
# Warns if already in library. Use --force to override.

Duplicate detection: translates DOI to metadata, searches library by first author, compares DOI fields.

Bulk add from a file

# One identifier per line, # for comments
python3 zotero.py batch-add dois.txt --type doi --tags "imported"

Skips duplicates. Reports summary: added/skipped/failed.

Export bibliography

python3 zotero.py export --format bibtex --output refs.bib
python3 zotero.py export --format csljson --collection COLLKEY

Update tags/metadata

python3 zotero.py update ITEMKEY --add-tags "important" --remove-tags "unread"
python3 zotero.py update ITEMKEY --title "Corrected Title" --date "2024"
python3 zotero.py update ITEMKEY --doi "10.1234/example"
python3 zotero.py update ITEMKEY --url "https://example.com/paper"
python3 zotero.py update ITEMKEY --add-collection COLLKEY

Delete items

python3 zotero.py delete KEY1 KEY2 --yes           # Trash (recoverable, default)
python3 zotero.py delete KEY1 --permanent --yes    # Permanent delete

Cross-reference citations

python3 zotero.py crossref my-paper.txt

Extracts Author (Year) patterns from text and matches against library.

Find missing DOIs

# Dry run (default) — show matches without writing anything
python3 zotero.py find-dois --limit 20

# Actually write DOIs to Zotero
python3 zotero.py find-dois --apply

# Filter by collection
python3 zotero.py find-dois --collection COLLKEY --apply

Scans journalArticle and conferencePaper items missing DOIs, queries CrossRef, and matches by title similarity (>85%), exact year, and first author last name. Dry run by default — use --apply to write. Only patches the DOI field; never touches other metadata. 1s delay between CrossRef requests (polite pool with mailto).

Fetch open-access PDFs

# Dry run — show which PDFs are available and from where
python3 zotero.py fetch-pdfs --dry-run --limit 10

# Fetch and attach as linked URLs (no storage quota used)
python3 zotero.py fetch-pdfs --limit 20

# Also save PDFs locally
python3 zotero.py fetch-pdfs --download-dir ./pdfs

# Upload to Zotero storage instead of linked URL
python3 zotero.py fetch-pdfs --upload --limit 10

# Only try specific sources
python3 zotero.py fetch-pdfs --sources unpaywall,semanticscholar

Tries three legal OA sources in order: Unpaywall → Semantic Scholar → DOI content negotiation. By default creates linked URL attachments (no Zotero storage quota needed). Use --upload for full S3 upload to Zotero storage. Use --download-dir to also save PDFs locally.

Sources: unpaywall, semanticscholar, doi (default: all three)

Rate limits: 1s between Unpaywall/Semantic Scholar requests, 2s between DOI requests.

Scripting with JSON

python3 zotero.py --json items --limit 100 | jq '.items[].DOI'
python3 zotero.py --json get ITEMKEY | jq '.title'

Notes

  • Zero dependencies — Python 3 stdlib only (urllib, json, argparse)
  • Write operations require an API key with write permissions
  • If Zotero translation server is down (503), DOI lookups fall back to CrossRef
  • Input validation: DOIs must be 10.xxxx/... format. Item keys are 8-char alphanumeric (e.g., VNPN6FHT). ISBNs must be valid checksums.
  • check-pdfs fetches all items; for large libraries (500+), this may be slow
  • fetch-pdfs also processes all items — use --collection to scope for large libraries
  • Rate limits are generous; batch-add includes 1s delay between items
  • For common errors and troubleshooting, see references/troubleshooting.md
Original URL: https://github.com/openclaw/skills/blob/main/skills/terwox/zotero

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