papers-x-3

原始内容

---
name: papers
description: Searches academic literature via arXiv, Semantic Scholar, and open-access PDFs
version: 1.9.8
triggers:
  - arxiv
  - semantic-scholar
  - academic
  - papers
  - pdf
  - building literature reviews or finding formal research on a topic
metadata: {"openclaw": {"homepage": "https://github.com/athola/claude-night-market/tree/master/plugins/tome", "emoji": "\ud83e\udd9e", "requires": {"config": ["night-market.leyline:document-conversion"]}}}
source: claude-night-market
source_plugin: tome
---

> **Night Market Skill** — ported from [claude-night-market/tome](https://github.com/athola/claude-night-market/tree/master/plugins/tome). For the full experience with agents, hooks, and commands, install the Claude Code plugin.


# Academic Papers Search

## When To Use

- Finding academic papers, citations, or formal research
- Building literature reviews or citation chains

## When NOT To Use

- Community opinions (use `/tome:discourse`)
- Code implementations (use `/tome:code-search`)

Search arXiv, Semantic Scholar, and open-access sources.

## Sources (Priority Order)

1. arXiv API (free, unlimited metadata)
2. Semantic Scholar API (100 req/5min, citation graphs)
3. Unpaywall (legal free version discovery)
4. CORE.ac.uk (open-access aggregator)
5. PubMed Central (biomedical)
6. Author preprint pages (WebSearch fallback)

## PDF Processing

After acquiring a paper URL or local file path, convert
the PDF to markdown for better extraction quality.

### Conversion (prefer markitdown)

Apply the `leyline:document-conversion` protocol:

1. **Try markitdown first**: call the MCP `convert_to_markdown`
   tool with the PDF URL or `file://` path. This produces
   structured markdown preserving tables, equations, figures,
   and section hierarchy.

2. **Fall back to Read tool** if markitdown is unavailable:
   - Read with `pages: "1-20"` for the first chunk
   - Continue with `pages: "21-40"` for longer papers
   - Continue in 20-page increments as needed
   - Note: tables and figures will not extract as cleanly

### Extraction Targets

From the converted markdown, extract:

- Abstract and key findings
- Methodology and experimental setup
- Results tables and figures
- Citation information (authors, year, venue)
- Key equations or formal definitions

## Fallback Guidance

When a paper is paywalled and no open version exists:
- Public library JSTOR/ProQuest access via library card
- DeepDyve article rental
- Inter-library loan request
- Direct author email template

name: papers description: Searches academic literature via arXiv, Semantic Scholar, and open-access PDFs version: 1.9.8 triggers:

arxiv
semantic-scholar
academic
papers
pdf
building literature reviews or finding formal research on a topic metadata: {"openclaw": {"homepage": "https://github.com/athola/claude-night-market/tree/master/plugins/tome", "emoji": "\ud83e\udd9e", "requires": {"config": ["night-market.leyline:document-conversion"]}}} source: claude-night-market source_plugin: tome

Night Market Skill — ported from claude-night-market/tome. For the full experience with agents, hooks, and commands, install the Claude Code plugin.

Academic Papers Search

When To Use

Finding academic papers, citations, or formal research
Building literature reviews or citation chains

When NOT To Use

Community opinions (use /tome:discourse)
Code implementations (use /tome:code-search)

Search arXiv, Semantic Scholar, and open-access sources.

Sources (Priority Order)

arXiv API (free, unlimited metadata)
Semantic Scholar API (100 req/5min, citation graphs)
Unpaywall (legal free version discovery)
CORE.ac.uk (open-access aggregator)
PubMed Central (biomedical)
Author preprint pages (WebSearch fallback)

PDF Processing

After acquiring a paper URL or local file path, convert the PDF to markdown for better extraction quality.

Conversion (prefer markitdown)

Apply the leyline:document-conversion protocol:

Try markitdown first: call the MCP convert_to_markdown tool with the PDF URL or file:// path. This produces structured markdown preserving tables, equations, figures, and section hierarchy.
Fall back to Read tool if markitdown is unavailable:
- Read with pages: "1-20" for the first chunk
- Continue with pages: "21-40" for longer papers
- Continue in 20-page increments as needed
- Note: tables and figures will not extract as cleanly

Extraction Targets

From the converted markdown, extract:

Abstract and key findings
Methodology and experimental setup
Results tables and figures
Citation information (authors, year, venue)
Key equations or formal definitions

Fallback Guidance

When a paper is paywalled and no open version exists:

Public library JSTOR/ProQuest access via library card
DeepDyve article rental
Inter-library loan request
Direct author email template