Atlas / Skills / brycewang-stanford / Sophosia Reference Guide

Sophosia Reference GuideSAFE

skills/brycewang-stanford/sophosia-reference-guide

🔬 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.

Verdict
SAFE
Grade
B
Trust score
89 /100
Version
—
Hosts
1 documented
License
NOASSERTION
Stars
4,537
01

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.

Read from source at commit e1ba289846fdOBSERVED · 2026-10-08
02

Install

Commands as the repository documents them. They are shown, not run.

git clone https://github.com/sophosia/sophosia.git
npm install && npm run build
03

Host compatibility

What the documentation claims. We have not run a compatibility test.

HostStatusNotes
openclawmentioned
04

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: sophosia-reference-guide
description: "Reference manager with PDF viewer and Markdown note support"
metadata:
  openclaw:
    emoji: "📚"
    category: "literature"
    subcategory: "metadata"
    keywords: ["reference manager", "PDF viewer", "Markdown notes", "Excalidraw", "paper organization", "open source"]
    source: "https://github.com/sophosia/sophosia"
---

# Sophosia Reference Manager Guide

## Overview

Sophosia is an open-source reference manager that combines PDF viewing, Markdown note-taking, and Excalidraw visual notes in a single application. Unlike traditional reference managers, it treats each paper as a rich workspace with typed annotations, linked notes, and visual diagrams. Built with modern web technologies (Electron + Vue), it runs on all desktop platforms.

## Installation

```bash
# Download from GitHub releases (Windows/macOS/Linux)
# Or build from source:
git clone https://github.com/sophosia/sophosia.git
cd sophosia
npm install && npm run build
```

## Features

```markdown
### Core Capabilities
- **PDF Viewer**: Built-in reader with annotations
- **Markdown Notes**: Rich note editor per paper
- **Excalidraw**: Visual whiteboard for diagrams
- **Tags & Collections**: Flexible organization
- **BibTeX Support**: Import/export bibliography
- **Full-text Search**: Search across all papers
- **Citation Graph**: Visual paper relationships

### Note Types
1. **Text notes** — Markdown with LaTeX math
2. **Visual notes** — Excalidraw canvas
3. **Annotation notes** — Linked to PDF highlights
4. **Outline notes** — Structured paper summaries
```

## Workspace Structure

```markdown
### Per-Paper Workspace
Paper: "Attention Is All You Need"
├── PDF (with highlights and annotations)
├── Notes/
│   ├── summary.md (structured summary)
│   ├── ideas.md (research ideas sparked)
│   └── architecture.excalidraw (visual diagram)
├── Metadata (title, authors, year, DOI, tags)
└── Links (related papers, concept connections)
```

## Note-Taking Features

```markdown
### Markdown Notes Support
- Standard Markdown formatting
- LaTeX math: $E = mc^2$ and display equations
- Code blocks with syntax highlighting
- Tables and checklists
- Wikilinks: [[other-paper]] for cross-referencing
- Embeds: ![[figure.png]] for inline images
- Templates for consistent note structure

### Excalidraw Integration
- Draw architecture diagrams
- Mind maps for paper concepts
- Comparison charts between methods
- Hand-drawn style for informal notes
- Export as SVG/PNG for presentations
```

## Import/Export

```markdown
### Import Sources
- BibTeX (.bib)
- RIS format
- DOI lookup (auto-fetch metadata)
- PDF drag-and-drop (auto-extract metadata)
- Zotero export files

### Export Formats
- BibTeX for LaTeX
- Markdown bibliography
- CSV metadata export
- HTML reading lists
```

## Use Cases

1. **Reading workflow**: PDF + notes in single workspace
2. **Visual thinking**: Excalidraw diagrams alongside papers
3. **Literature review**: Linked notes across paper collection
4. **Presentation prep**: Visual notes exportable as diagrams
5. **Research journal**: Rich per-paper documentation

## References

- [Sophosia GitHub](https://github.com/sophosia/sophosia)
- [Excalidraw](https://excalidraw.com/)
05

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.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codeNA
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (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.

Audited 2026-10-08 · audit v0.4.1 · source sha e1ba289846fdfull audit observations/trust-audit/skill/brycewang-stanford__sophosia-reference-guide.json · Report an issue / request a re-scan
06

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-10-08e1ba289846fdSAFEB89first audit
07

Questions

What does the Sophosia Reference 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 Sophosia Reference 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 Sophosia Reference Guide access on my machine?

The audit observed no filesystem, network or shell use at all in its source.

Which assistants does Sophosia Reference 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.

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