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Get Started Free →Zotero plugin for automatic attachment file organization
.claude/skills/brycewang-stanford-zotmoov-guide/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-14 | ✗→✓ | ▲ Improved | 17% | 0% |
| case-01 | ✗→✓ | ▲ Improved | -13% | 0% |
| case-02 | ✗→✓ | ▲ Improved | -5% | 0% |
| case-03 | ✗→✓ | ▲ Improved | 29% | 0% |
| case-04 | ✗→✓ | ▲ Improved | 52% | 0% |
ZotMoov is a Zotero plugin that automatically moves and renames attachment files (PDFs, supplementary materials) to a designated directory with customizable naming patterns. It keeps your PDFs organized in a structured folder hierarchy outside Zotero's storage, using linked files instead of copies. Essential for researchers who want clean file organization alongside Zotero's metadata management.
bash# Download .xpi from GitHub releases # Zotero 7: Tools → Add-ons → Install Add-on From File
markdown### Settings (Edit → Preferences → ZotMoov) **Destination Directory:** ~/Papers/ (your organized PDF library) **File Naming Pattern:** {%a}_{%y}_{%t}.pdf → Vaswani_2017_Attention Is All You Need.pdf **Folder Structure:** {%y}/{%j}/ → 2017/NeurIPS/Vaswani_2017_Attention.pdf **Available Variables:** - {%a} — First author last name - {%y} — Publication year - {%t} — Title (truncated) - {%j} — Journal/venue - {%T} — Item type - {%c} — Collection name
markdown### Common Patterns **Author_Year_Title:** {%a}_{%y}_{%t} → Vaswani_2017_Attention Is All You Need **Year/Author-Title:** {%y}/{%a} - {%t} → 2017/Vaswani - Attention Is All You Need **Collection/Author_Year:** {%c}/{%a}_{%y}_{%t} → Transformers/Vaswani_2017_Attention Is All You Need **Journal/Year/Author:** {%j}/{%y}/{%a}_{%t} → NeurIPS/2017/Vaswani_Attention Is All You Need
markdown### Automatic Mode 1. Add paper to Zotero (browser connector, DOI import) 2. ZotMoov detects new attachment 3. Moves PDF to destination with naming pattern 4. Converts to linked file in Zotero 5. Original storage location freed ### Manual Mode 1. Select items in Zotero 2. Right-click → ZotMoov → Move Attachments 3. Bulk processing for existing library ### Reverse (Undo) 1. Right-click → ZotMoov → Move to Zotero Storage 2. Converts back to stored file
markdown### Synced PDF Library ZotMoov + cloud sync = PDFs accessible everywhere: - Move to Dropbox/OneDrive/Google Drive folder - Zotero metadata synced via Zotero Sync - PDFs synced via cloud provider - Access on any device with cloud sync ### With Other Plugins - **Better BibTeX**: Use citekey in file name: {%b}.pdf - **Zotero Style**: Visual indicators for linked vs stored - **Zoplicate**: Handles duplicates before moving
| Case | Status | Duration (ms) | Turns | Tokens | Tool calls | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Without | With | Δ | Without | With | Δ | Without | With | Δ | Without | With | Δ | ||
case-14 | fail→pass | 8,777 | 5,447 | -38% | 1 | 1 | 0% | 1,375 | 1,613 | +17% | 0 | 0 | — |
case-01 | fail→pass | 11,885 | 19,588 | +65% | 1 | 1 | 0% | 2,564 | 2,225 | -13% | 0 | 0 | — |
case-02 | fail→pass | 19,369 | 12,389 | -36% | 1 | 1 | 0% | 2,914 | 2,780 | -5% | 0 | 0 | — |
case-03 | fail→pass | 16,841 | 12,953 | -23% | 1 | 1 | 0% | 2,500 | 3,223 | +29% | 0 | 0 | — |
case-04 | fail→pass | 7,690 | 4,920 | -36% | 1 | 1 | 0% | 1,185 | 1,804 | +52% | 0 | 0 | — |
case-05 | fail→pass | 6,497 | 4,287 | -34% | 1 | 1 | 0% | 1,106 | 1,421 | +28% | 0 | 0 | — |
case-06 | fail→pass | 11,925 | 3,916 | -67% | 1 | 1 | 0% | 1,824 | 1,385 | -24% | 0 | 0 | — |
case-07 | fail→pass | 7,307 | 3,158 | -57% | 1 | 1 | 0% | 1,257 | 1,415 | +13% | 0 | 0 | — |
case-08 | fail→pass | 5,828 | 1,629 | -72% | 1 | 1 | 0% | 1,097 | 1,117 | +2% | 0 | 0 | — |
case-09 | fail→pass | 6,510 | 2,399 | -63% | 1 | 1 | 0% | 1,124 | 1,130 | +1% | 0 | 0 | — |
case-10 | pass→pass | 18,754 | 12,404 | -34% | 1 | 1 | 0% | 2,785 | 3,297 | +18% | 0 | 0 | — |
case-11 | pass→pass | 16,781 | 10,395 | -38% | 1 | 1 | 0% | 2,389 | 2,367 | -1% | 0 | 0 | — |
case-12 | fail→pass | 15,137 | 2,187 | -86% | 1 | 1 | 0% | 2,561 | 1,159 | -55% | 0 | 0 | — |
case-13 | fail→pass | 7,467 | 4,739 | -37% | 1 | 1 | 0% | 1,093 | 1,443 | +32% | 0 | 0 | — |
case-15 | fail→fail | 10,080 | 3,444 | -66% | 1 | 1 | 0% | 1,706 | 1,561 | -8% | 0 | 0 | — |
case-16 | fail→pass | 11,322 | 5,321 | -53% | 1 | 1 | 0% | 1,609 | 1,638 | +2% | 0 | 0 | — |
case-17 | fail→pass | 10,333 | 3,957 | -62% | 1 | 1 | 0% | 1,910 | 1,440 | -25% | 0 | 0 | — |
case-18 | pass→pass | 5,624 | 2,271 | -60% | 1 | 1 | 0% | 890 | 1,107 | +24% | 0 | 0 | — |
case-19 | pass→pass | 13,495 | 13,774 | +2% | 1 | 1 | 0% | 2,368 | 2,903 | +23% | 0 | 0 | — |
case-20 | fail→pass | 11,045 | 2,178 | -80% | 1 | 1 | 0% | 2,195 | 1,197 | -45% | 0 | 0 | — |
case-21 | fail→pass | 9,351 | 2,011 | -78% | 1 | 1 | 0% | 1,419 | 1,083 | -24% | 0 | 0 | — |
case-22 | pass→pass | 13,829 | 14,194 | +3% | 1 | 1 | 0% | 2,483 | 3,502 | +41% | 0 | 0 | — |
case-23 | pass→pass | 14,547 | 11,035 | -24% | 1 | 1 | 0% | 2,950 | 3,279 | +11% | 0 | 0 | — |
case-24 | pass→pass | 12,296 | 10,043 | -18% | 1 | 1 | 0% | 2,174 | 2,557 | +18% | 0 | 0 | — |
DecimalAI ran this skill against gemini-3.6-flash twice over the same eval suite — once with the skill loaded and once without — and compared the two runs case by case. 24 cases were attempted. The headline lift of +67 percentage points is the difference between those two pass rates over the 24 comparable cases.
Without the skill loaded, the model failed this case. With it loaded, the same prompt on the same model passed. This is one improved case from the latest verified run; every case, including any that regressed, is in the table above.
Other measured skills in the registry, with their headline benchmark lift.