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Clarity Literature

ASecurity

Search research papers and get publication details from Clarity Protocol. Use when the user asks to search research papers, find publications, PubMed references, literature about protein, or citation details. Capabilities: search papers, get paper details by PMID.

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  • Added May 30, 2026
researchpythonbashgitapidatabase

Works with

  • cursor
  • api

Security analysis

A100/100

Pro scans all 4 files and shows the line behind each finding

Scanned May 30, 2026

npx -y skills add dvcrn/openclaw-skills-marketplace --skill clarity-literature --agent claude-code

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SKILL.md
---
name: clarity-literature
description: "Search research papers and get publication details from Clarity Protocol. Use when the user asks to search research papers, find publications, PubMed references, literature about protein, or citation details. Capabilities: search papers, get paper details by PMID."
---

# Clarity Literature Skill

Search and retrieve research papers from Clarity Protocol's curated literature database, sourced from PubMed and enriched with citation metrics from Semantic Scholar.

## Quick Start

List all papers in the database:

```bash
python scripts/search_papers.py
```

Get details for a specific paper by PMID:

```bash
python scripts/get_paper.py --pmid 12345678
```

Get paper details in readable format:

```bash
python scripts/get_paper.py --pmid 12345678 --format summary
```

## Paper Fields

Each paper includes:

- `pmid`: PubMed identifier
- `doi`: Digital Object Identifier
- `title`: Paper title
- `first_author`: First author name
- `publication_year`: Year published
- `journal`: Journal name
- `abstract`: Paper abstract (when available)
- `citation_count`: Number of citations (from Semantic Scholar)
- `influential_citations`: Number of highly influential citations
- `has_fulltext`: Whether full text is available in PubMed Central

## Rate Limits

- **Anonymous (no API key)**: 10 requests/minute
- **With API key**: 100 requests/minute

To use an API key, set the `CLARITY_API_KEY` environment variable:

```bash
export CLARITY_API_KEY=your_key_here
python scripts/search_papers.py
```

Get your API key at https://clarityprotocol.io

## Error Handling

**404 Not Found**: The paper with the specified PMID does not exist in the database.

**429 Rate Limit**: You've exceeded the rate limit. The script will display how long to wait.

**500 Server Error**: The API server encountered an error. Try again later.

**Timeout**: The request took longer than 30 seconds.

## Pagination

Paper lists are paginated. The API returns a `next_cursor` field if more results are available.

## Use Cases

- Find research papers related to protein variants
- Get citation metrics for a specific paper
- Check if a paper has full text available
- Extract abstracts for literature reviews
- Build bibliographies for protein research

Files in this skill

  • SKILL.md2.2 KB
  • scripts/api_client.py2.9 KB
  • scripts/get_paper.py1.7 KB
  • scripts/search_papers.py1.5 KB

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