Atlas / Skills / brycewang-stanford / Semantic Scholar Api

Semantic Scholar ApiSAFE

skills/brycewang-stanford/semantic-scholar-api

🔬 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

Host compatibility

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

HostStatusNotes
openclawmentioned
03

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: semantic-scholar-api
description: "Search papers and analyze citation graphs via OpenAlex and CrossRef APIs"
metadata:
  openclaw:
    emoji: "🔍"
    category: "literature"
    subcategory: "search"
    keywords: ["academic database search", "semantic search", "AI-powered literature search", "citation analysis", "citation network"]
    source: "https://api.openalex.org/"
---

# OpenAlex & CrossRef API Guide

## Overview

OpenAlex is a free, open catalog of the global research system, indexing over 250 million academic works across all fields of science. It provides structured access to papers, authors, institutions, concepts, and citation networks. OpenAlex is the successor to Microsoft Academic Graph and is maintained by OurResearch (the team behind Unpaywall).

CrossRef is the official DOI registration agency for scholarly content, providing metadata for over 150 million DOIs across all publishers and disciplines. Together, OpenAlex and CrossRef provide comprehensive coverage for academic search, citation analysis, and bibliometric research.

Both APIs are free to use without authentication. OpenAlex requests a polite `User-Agent` header; CrossRef requests a `User-Agent` with contact email for access to the polite pool (faster rate limits).

## Authentication

No authentication is required for either API.

OpenAlex: Include a `User-Agent` header for polite access:
```
User-Agent: ResearchPlugins/1.0 (https://wentor.ai)
```

CrossRef: Include a `User-Agent` header with contact email for polite pool:
```
User-Agent: ResearchPlugins/1.0 (https://wentor.ai; mailto:[email protected])
```

## Core Endpoints

### OpenAlex: Search Works

- **URL**: `GET https://api.openalex.org/works`
- **Parameters**:
  | Param | Type | Required | Description |
  |-------|------|----------|-------------|
  | search | string | No | Full-text search query |
  | filter | string | No | Filter expression (e.g., `from_publication_date:2024-01-01`) |
  | sort | string | No | Sort field (e.g., `cited_by_count:desc`, `publication_date:desc`) |
  | per_page | integer | No | Results per page (default: 25, max: 200) |
  | page | integer | No | Page number (default: 1) |
- **Example**:
  ```bash
  curl "https://api.openalex.org/works?search=attention+is+all+you+need&per_page=5"
  ```
- **Response**: JSON with `meta` (count, page info) and `results` array containing work objects.

### OpenAlex: Get Work Details

- **URL**: `GET https://api.openalex.org/works/{id}`
- **Parameters**:
  | Param | Type | Required | Description |
  |-------|------|----------|-------------|
  | id | string | Yes | OpenAlex ID (e.g., `W2741809807`), DOI URL, or other identifier |
- **Example**:
  ```bash
  curl "https://api.openalex.org/works/W2741809807"
  ```
- **Response**: JSON with full work metadata including `id`, `title`, `abstract_inverted_index`, `publication_year`, `cited_by_count`, `authorships`, `concepts`, `referenced_works`.

### OpenAlex: Search Authors

- **URL**: `GET https://api.openalex.org/authors`
- **Parameters**:
  | Param | Type | Required | Description |
  |-------|------|----------|-------------|
  | search | string | No | Author name search |
  | filter | string | No | Filter expression |
  | per_page | integer | No | Results per page (max: 200) |
- **Example**:
  ```bash
  curl "https://api.openalex.org/authors?search=Yoshua+Bengio&per_page=5"
  ```
- **Response**: JSON with author profiles including `works_count`, `cited_by_count`, `summary_stats.h_index`, affiliations.

### CrossRef: Resolve DOI

- **URL**: `GET https://api.crossref.org/works/{doi}`
- **Parameters**:
  | Param | Type | Required | Description |
  |-------|------|----------|-------------|
  | doi | string | Yes | DOI to resolve (e.g., `10.1038/nature12373`) |
- **Example**:
  ```bash
  curl "https://api.crossref.org/works/10.18653/v1/N19-1423"
  ```
- **Response**: JSON with full bibliographic metadata including title, authors, journal, dates, references count, and citation count.

## Rate Limits

OpenAlex: No strict rate limit, but use polite `User-Agent` header. Recommended: max 10 requests per second. The API returns HTTP 429 when limits are exceeded.

CrossRef: Without polite pool: ~50 requests per second. With polite pool (contact email in User-Agent): higher limits. The API returns HTTP 429 when limits are exceeded.

## Common Patterns

### Build a Citation Network

Retrieve a paper and find all works that cite it:

```bash
# Get paper details
curl "https://api.openalex.org/works/W2741809807"

# Get works citing this paper, sorted by citation count
curl "https://api.openalex.org/works?filter=cites:W2741809807&sort=cited_by_count:desc&per_page=20"
```

### Find Influential Papers on a Topic

Search for highly cited works on a topic:

```bash
curl "https://api.openalex.org/works?search=graph+neural+networks&sort=cited_by_count:desc&per_page=20"
```

### Batch Paper Lookup via CrossRef

Search CrossRef for papers matching a query, sorted by citation count:

```bash
curl "https://api.crossref.org/works?query=graph+neural+networks&sort=is-referenced-by-count&order=desc&rows=20"
```

## References

- OpenAlex documentation: https://docs.openalex.org/
- CrossRef API documentation: https://api.crossref.org/swagger-ui/index.html
- OpenAlex source: https://github.com/ourresearch/openalex-guts
04

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__semantic-scholar-api.json · Report an issue / request a re-scan
05

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-10-08e1ba289846fdSAFEB89first audit
06

Questions

What does the Semantic Scholar Api 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 Semantic Scholar Api 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 Semantic Scholar Api access on my machine?

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

Which assistants does Semantic Scholar Api 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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