Share Research ApiSAFE
🔬 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: share-research-api
description: "Discover open access research outputs via the SHARE notification API"
metadata:
openclaw:
emoji: "📢"
category: "literature"
subcategory: "search"
keywords: ["SHARE", "open access", "research notification", "COS", "repository aggregator", "preprints"]
source: "https://share.osf.io/"
---
# SHARE Research API
## Overview
SHARE (SHared Access Research Ecosystem) aggregates metadata from 200+ research repositories, preprint servers, and publishers into a unified search API. Operated by the Center for Open Science, it tracks research outputs as they move through the scholarly communication cycle — from preprint to publication. Free, no authentication for search.
## API Endpoints
### Base URL
```
https://share.osf.io/api/v2
```
### Search
```bash
# Text search across all sources
curl "https://share.osf.io/api/v2/search/creativeworks/?q=climate+change&page[size]=20"
# Filter by type
curl "https://share.osf.io/api/v2/search/creativeworks/?q=neural+networks&filter[type]=preprint"
# Filter by source
curl "https://share.osf.io/api/v2/search/creativeworks/?q=genomics&filter[sources]=PubMed+Central"
# Filter by date
curl "https://share.osf.io/api/v2/search/creativeworks/?q=COVID-19&filter[date][gte]=2024-01-01"
# Filter by tag/subject
curl "https://share.osf.io/api/v2/search/creativeworks/?q=machine+learning&filter[tags]=deep+learning"
```
### Query Parameters
| Parameter | Description | Example |
|-----------|-------------|---------|
| `q` | Search query | `q=CRISPR` |
| `filter[type]` | Output type | `preprint`, `article`, `dataset`, `thesis` |
| `filter[sources]` | Source repository | `PubMed Central`, `arXiv`, `Zenodo` |
| `filter[date][gte]` | From date | `2024-01-01` |
| `filter[date][lte]` | Until date | `2026-12-31` |
| `filter[tags]` | Tag filter | `open+data` |
| `page[size]` | Results per page | `page[size]=50` |
| `sort` | Sort order | `-date_updated` |
### Available Sources (200+)
| Source | Type |
|--------|------|
| arXiv | Preprints |
| PubMed Central | Biomedical articles |
| Zenodo | Multi-discipline repository |
| Figshare | Data/figures |
| SSRN | Social science preprints |
| DataCite | Research data |
| Institutional repositories | Various |
## Python Usage
```python
import requests
BASE_URL = "https://share.osf.io/api/v2"
def search_share(query: str, output_type: str = None,
source: str = None,
from_date: str = None,
page_size: int = 20) -> list:
"""Search SHARE for research outputs."""
params = {"q": query, "page[size]": page_size}
if output_type:
params["filter[type]"] = output_type
if source:
params["filter[sources]"] = source
if from_date:
params["filter[date][gte]"] = from_date
resp = requests.get(
f"{BASE_URL}/search/creativeworks/",
params=params,
)
resp.raise_for_status()
data = resp.json()
results = []
for item in data.get("data", []):
attrs = item.get("attributes", {})
results.append({
"title": attrs.get("title"),
"description": (attrs.get("description") or "")[:300],
"type": attrs.get("type"),
"date": attrs.get("date_updated", "")[:10],
"sources": attrs.get("sources", []),
"tags": attrs.get("tags", []),
"identifiers": attrs.get("identifiers", []),
})
return results
# Example: find recent preprints on a topic
preprints = search_share(
"transformer architecture",
output_type="preprint",
from_date="2024-01-01",
)
for p in preprints[:5]:
print(f"[{p['date']}] {p['title']}")
print(f" Type: {p['type']} | Sources: {', '.join(p['sources'][:3])}")
```
## References
- [SHARE](https://share.osf.io/)
- [SHARE API Documentation](https://share.osf.io/api/v2/)
- [Center for Open Science](https://cos.io/)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__share-research-api.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 Share Research 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 Share Research 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 Share Research Api access on my machine?
The audit observed no filesystem, network or shell use at all in its source.
Which assistants does Share Research 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.