Transform lengthy academic papers into concise, structured 250-word abstracts.
日本語の概要は準備中です。原文の説明を表示しています。
Zotero reference formatting workflow. Converts [PMID: xxxx] markers in Markdown manuscripts to Word (.docx) with native Zotero field codes (ADDIN ZOTERO_ITEM / ADDIN ZOTERO_BIBL). Users click "Refresh" once in Word to complete formatting. Includes search_styles.py for searchin...
インストールする前に、エージェントに与えられる指示の中身を確認できます。
Converts [PMID: xxxx] markers directly to native Word Zotero field codes, maintaining full editability: users can switch citation styles in Zotero at any time and Refresh once in Word to update the entire document.
python "<skill_dir>/scripts/check_env.py"
Checks: Python, python-docx, Pandoc, PubMed API, Zotero installation and running status.
If it reports .ris not associated with Zotero, ask the user if they want to fix it. If they agree, run:
python "<skill_dir>/scripts/check_env.py" --fix-ris
Ask when user has not provided a full path. Desktop path: C:\Users\<username>\Desktop\<filename>.md
Default is nature. If the user specifies another style (e.g., Vancouver, Elsevier, APA), first confirm it is installed:
python "<skill_dir>/scripts/search_styles.py" <keyword> # search available styles
python "<skill_dir>/scripts/search_styles.py" --install <style-id> # download and install
Styles are automatically installed to Zotero's local styles directory (located via prefs.js, cross-platform).
python "<skill_dir>/scripts/process_references.py" "<absolute_path>" [--style <style-id>]
Default style is nature; you can specify any installed style ID:
python "<skill_dir>/scripts/process_references.py" "paper.md" --style elsevier-harvard
python "<skill_dir>/scripts/process_references.py" "paper.md" --style vancouver
Script completes: PMID extraction → PubMed metadata → generate .docx with Zotero fields (including ZOTERO_PREF) → generate .ris → auto-open.
python "<skill_dir>/scripts/process_references.py" "paper.md" --style vancouver
python "<skill_dir>/scripts/process_references.py" "paper.md" --force-refresh # clear cache, re-fetch from PubMed
Cache file <stem>_pubmed_cache.json is auto-generated in the same directory as the .md file, avoiding redundant PubMed fetches. After adding new PMIDs, just run normally — existing references use cache, only new ones are fetched.
After fetching from PubMed, the script automatically checks: if any PMID fetch failed, it lists the specific IDs and suggests retrying with --force-refresh.
Pandoc not installed: https://pandoc.org/installing.html
python-docx not installed: pip install python-docx
PubMed inaccessible: Network issue, retry later.
Zotero not running: Open Zotero desktop app — Word Refresh requires it to format citations.
Style not installed: Run search_styles.py --install <style-id> to auto-download and install.
Document generated, .ris imported into Zotero library. Click "Refresh" in the Zotero tab in Word to complete formatting. To change styles later, run change_style.py with the new style, then Refresh once to update the entire document.
| File | Description |
|---|---|
<stem>-zotero.docx | Word document with Zotero field codes |
<stem>.ris | Reference data for Zotero library import (shared with EndNote edition) |
<stem>_pubmed_cache.json | PubMed metadata cache to avoid redundant fetches |
This skill includes search_styles.py for searching and installing CSL citation styles — no need to leave the command line or manually download .csl files.
python "<skill_dir>/scripts/search_styles.py" <keyword>
Keywords can be journal names or style names, for example:
python "<skill_dir>/scripts/search_styles.py" science # search Science-related styles
python "<skill_dir>/scripts/search_styles.py" nature # search Nature-related styles
python "<skill_dir>/scripts/search_styles.py" vancouver # search Vancouver numbered styles
python "<skill_dir>/scripts/search_styles.py" elsevier # search Elsevier journal styles
python "<skill_dir>/scripts/search_styles.py" chinese # search Chinese journal styles
Find the desired style ID from search results, then install:
python "<skill_dir>/scripts/search_styles.py" --install <style-id>
Examples:
python "<skill_dir>/scripts/search_styles.py" --install science # Science journal
python "<skill_dir>/scripts/search_styles.py" --install vancouver-nlm # Vancouver numbered
python "<skill_dir>/scripts/search_styles.py" --install nature # Nature
python "<skill_dir>/scripts/search_styles.py" --install elsevier-harvard # Elsevier Harvard
Styles are automatically downloaded to Zotero's local styles directory (~Zotero/styles/). After restarting Zotero, they become available in Word.
After installing a style, specify the installed style ID via --style in Step 3's process_references.py:
python "<skill_dir>/scripts/process_references.py" "paper.md" --style science
python "<skill_dir>/scripts/process_references.py" "paper.md" --style vancouver-nlm
The script searches from the Zotero official style repository (https://www.zotero.org/styles), covering 9000+ journal and institution CSL styles, including but not limited to:
The script replaces each [PMID: xxxx] with an ADDIN ZOTERO_ITEM CSL_CITATION field containing complete CSL JSON metadata, and inserts an ADDIN ZOTERO_BIBL field at the end. Zotero's Word plugin recognizes these fields and formats all citations and bibliography according to the current style on Refresh.
Process:
ZRCITE{pmid} markers)pip install python-docxThis skill accepts requests that match the documented purpose of format-references-zotero and include enough context to complete the workflow safely.
Do not continue the workflow when the request is out of scope, missing a critical input, or would require unsupported assumptions. Instead respond:
format-references-zoteroonly handles its documented workflow. Please provide the missing required inputs or switch to a more suitable skill.
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概要と使いどころ
Transform lengthy academic papers into concise, structured 250-word abstracts.
日本語の概要は準備中です。原文の説明を表示しています。
Precision editing tool that reduces abstract word count through intelligent compression techniques, maintaining scientific rigor while meeting strict journal and conference requirements.
日本語の概要は準備中です。原文の説明を表示しています。
Refines long medical academic texts into SCI-style unstructured Chinese and English abstracts; use when you need to condense drafts/reports/summaries into bilingual abstracts and generate Summary_Report.md.
日本語の概要は準備中です。原文の説明を表示しています。
Generates submission-ready Elsevier/SCI Highlights from manuscript text or extracted PDF/DOCX/TXT content. Use when a user needs 3-5 concise, evidence-grounded highlight bullets for a research paper, review, meta-analysis, case report, or bioinformatics manuscript.
日本語の概要は準備中です。原文の説明を表示しています。
Generates complete FAERS pharmacovigilance study designs for multi-drug or class-level safety comparison inside one predefined SOC or AE family using active comparators, disproportionality analysis, subgroup characterization, and reviewer-facing evidence control.
日本語の概要は準備中です。原文の説明を表示しています。
Analyze data with `adme-property-predictor` using a reproducible workflow, explicit validation, and structured outputs for review-ready interpretation.
日本語の概要は準備中です。原文の説明を表示しています。