Zotero Markdb Connect GuideSAFE
🔬 A curated collection of 23,000+ agent skills for empirical research across 8 social science disciplines. | 精选 23,000+ AI Agent 技能库,覆盖8大社会科学学科的实证研究。CoPaper.AI 20分钟完成一篇可复现的规范实证论文,并支持用户上传 Skills。-- Maintained by CoPaper.AI from Stanford REAP.
Overview
🔬 A curated collection of 23,000+ agent skills for empirical research across 8 social science disciplines. | 精选 23,000+ AI Agent 技能库,覆盖8大社会科学学科的实证研究。CoPaper.AI 20分钟完成一篇可复现的规范实证论文,并支持用户上传 Skills。-- Maintained by CoPaper.AI from Stanford REAP.
e1ba289846fdOBSERVED · 2026-10-08Host compatibility
What the documentation claims. We have not run a compatibility test.
| Host | Status | Notes |
|---|---|---|
| openclaw | mentioned |
What it tells the agent
The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.
---
name: zotero-markdb-connect-guide
description: "Sync Zotero references to Obsidian and Logseq markdown"
metadata:
openclaw:
emoji: "🔗"
category: "tools"
subcategory: "knowledge-graph"
keywords: ["Zotero", "Obsidian", "Logseq", "markdown", "PKM", "literature notes"]
source: "https://github.com/daeh/zotero-markdb-connect"
---
# Zotero MarkDB-Connect Guide
## Overview
Zotero MarkDB-Connect bridges Zotero with Markdown-based knowledge management tools (Obsidian, Logseq). It creates and maintains bidirectional links between Zotero items and their corresponding Markdown literature notes, enabling seamless navigation between your reference manager and PKM system. Syncs metadata, annotations, and tags.
## Installation
```bash
# Download .xpi from GitHub releases
# Zotero 7: Tools → Add-ons → Install Add-on From File
```
## Configuration
```markdown
### Settings (Edit → Preferences → MarkDB-Connect)
**Markdown Vault Path:**
- Point to your Obsidian vault or Logseq directory
- Example: ~/Documents/ObsidianVault/Literature/
**Note Template:**
- Customize the Markdown template for new literature notes
- Uses Zotero item fields as variables
**Sync Options:**
- Auto-create notes for new items
- Sync annotations to Markdown
- Bidirectional tag sync
- Update existing notes on item change
```
## Note Template
```markdown
<!-- Template for literature notes -->
---
title: "{{title}}"
authors: [{{authors}}]
year: {{year}}
doi: {{doi}}
citekey: {{citekey}}
tags: [{{tags}}]
zotero: {{zoteroSelectURI}}
---
# {{title}}
**Authors:** {{authors}}
**Year:** {{year}}
**Venue:** {{publicationTitle}}
**DOI:** [{{doi}}](https://doi.org/{{doi}})
## Abstract
{{abstractNote}}
## Annotations
{{annotations}}
## Key Takeaways
-
## Notes
-
## Connections
- Related: [[]]
- Builds on: [[]]
- Contradicts: [[]]
```
## Obsidian Integration
```markdown
### Folder Structure
ObsidianVault/
├── Literature/ # Auto-generated literature notes
│ ├── vaswani2017.md
│ ├── devlin2019.md
│ └── brown2020.md
├── Concepts/ # Your concept notes
│ ├── Attention.md # Links to [[vaswani2017]]
│ └── Pre-training.md # Links to [[devlin2019]]
└── Projects/ # Project notes referencing papers
### Workflow
1. Import paper in Zotero (via browser connector)
2. MarkDB-Connect auto-creates Literature/citekey.md
3. In Obsidian: open literature note, add your thoughts
4. Link to concept notes using [[wikilinks]]
5. Annotations sync from Zotero PDF reader
```
## Annotation Sync
```markdown
### Zotero PDF Annotations → Markdown
When you highlight or annotate in Zotero's PDF reader:
> [!quote] Highlight (Yellow)
> "The attention mechanism allows focusing on relevant parts"
> — p. 3
> [!note] Note
> This is the key insight — attention replaces recurrence
> — p. 3, linked to highlight above
> [!important] Red Highlight
> "Our model achieves 28.4 BLEU on WMT 2014"
> — p. 7
Annotations auto-sync to the Markdown note when updated.
```
## Logseq Integration
```markdown
### Logseq-Specific Setup
- Set vault path to your Logseq pages directory
- Notes created as Logseq pages with properties block
- Uses Logseq property syntax instead of YAML frontmatter
### Logseq Note Format
title:: Attention Is All You Need
authors:: [[Vaswani]], [[Shazeer]]
year:: 2017
doi:: 10.48550/arXiv.1706.03762
tags:: #transformer #attention
zotero:: zotero://select/items/...
- Key contributions
- Self-attention mechanism replacing recurrence
- Multi-head attention for different representation subspaces
```
## Use Cases
1. **Literature management**: Seamless Zotero ↔ Obsidian workflow
2. **Knowledge building**: Link papers to concept notes
3. **Annotation workflow**: PDF annotations in Markdown
4. **Research writing**: Quick access to notes while writing
5. **Zettelkasten**: Literature notes as part of note network
## References
- [MarkDB-Connect GitHub](https://github.com/daeh/zotero-markdb-connect)
- [Obsidian](https://obsidian.md/)
- [Logseq](https://logseq.com/)Trust audit
SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.
| Layer | What it checks | Result |
|---|---|---|
| L0 | Provenance & inventory | PASS |
| L1 | Static analysis of the code | NA |
| L2 | Instruction surface (what it tells the agent) | PASS |
| L3 | Class-specific surface | PASS |
| L4 | Behavioural (sandbox) | SKIPPED |
What the source does
- Filesystem
- none-observed
- Network
- none-observed
- Shell
- none-observed
- Dependencies
- pinned
- Secrets in source
- none-found
Findings (0)
No findings outside the package's declared scope.
Gates applied: no_behavioural_pass.
e1ba289846fdfull audit observations/trust-audit/skill/brycewang-stanford__zotero-markdb-connect-guide.json · Report an issue / request a re-scanAudit history
Every audit this skill has had.
| Date | Source | Verdict | Grade | Score | Change |
|---|---|---|---|---|---|
| 2026-10-08 | e1ba289846fd | SAFE | B | 89 | first audit |
Questions
What does the Zotero Markdb Connect Guide skill do?
🔬 A curated collection of 23,000+ agent skills for empirical research across 8 social science disciplines. | 精选 23,000+ AI Agent 技能库,覆盖8大社会科学学科的实证研究。CoPaper.AI 20分钟完成一篇可复现的规范实证论文,并支持用户上传 Skills。-- Maintained by CoPaper.AI from Stanford REAP.
Is Zotero Markdb Connect Guide safe to install?
The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.
What can Zotero Markdb Connect Guide access on my machine?
The audit observed no filesystem, network or shell use at all in its source.
Which assistants does Zotero Markdb Connect Guide work with?
Its documentation mentions openclaw. That is what the text claims, not a compatibility test we ran.
How current is this page?
The grade is for one exact copy of the source (e1ba289846fd), read on 2026-10-08. The repository is watched, and a new audit runs when it changes — this is the first audit.