Atlas / Skills / brycewang-stanford / Eric Education Api

Eric Education ApiSAFE

skills/brycewang-stanford/eric-education-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
4,535
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: eric-education-api
description: "Search 2M+ education research records via the ERIC database API"
metadata:
  openclaw:
    emoji: "🎓"
    category: "literature"
    subcategory: "search"
    keywords: ["ERIC", "education research", "IES", "pedagogy", "teaching", "educational technology"]
    source: "https://eric.ed.gov/"
---

# ERIC (Education Resources Information Center) API

## Overview

ERIC is the world's largest digital library of education research, sponsored by the U.S. Institute of Education Sciences (IES). It indexes 2M+ records including journal articles, reports, conference papers, and dissertations covering all aspects of education. The API provides free, unauthenticated access to metadata and links to full text where available.

## API Endpoints

### Base URL

```
https://api.ies.ed.gov/eric/
```

### Search

```bash
# Basic keyword search
curl "https://api.ies.ed.gov/eric/?search=online+learning&format=json&rows=20"

# Search in specific fields
curl "https://api.ies.ed.gov/eric/?search=title:\"blended learning\"&format=json"

# Filter by publication date
curl "https://api.ies.ed.gov/eric/?search=STEM+education&start=0&rows=25&\
publicationdatestart=2023-01-01&publicationdateend=2026-12-31&format=json"

# Filter by publication type
curl "https://api.ies.ed.gov/eric/?search=formative+assessment&\
publicationtype=Journal+Articles&format=json"

# Filter by descriptor (ERIC thesaurus term)
curl "https://api.ies.ed.gov/eric/?search=descriptor:\"Higher Education\"&format=json"

# Peer-reviewed only
curl "https://api.ies.ed.gov/eric/?search=metacognition&peerreviewed=true&format=json"
```

### Query Parameters

| Parameter | Description | Example |
|-----------|-------------|---------|
| `search` | Free-text or field search | `search=adaptive+learning` |
| `format` | Response format | `json` or `xml` |
| `rows` | Results per page (max 200) | `rows=50` |
| `start` | Pagination offset | `start=50` |
| `publicationtype` | Document type | `Journal Articles`, `Reports`, `Dissertations/Theses` |
| `publicationdatestart` | From date | `2024-01-01` |
| `publicationdateend` | To date | `2026-12-31` |
| `peerreviewed` | Peer-reviewed filter | `true` or `false` |
| `descriptor` | ERIC thesaurus term | `descriptor:"Distance Education"` |
| `educationlevel` | Education level | `Higher Education`, `Elementary Education` |
| `subject` | Subject area | `subject:"Mathematics Education"` |

### Search Fields

| Field | Description |
|-------|-------------|
| `title` | Article title |
| `author` | Author name |
| `descriptor` | ERIC controlled vocabulary term |
| `source` | Journal/source name |
| `abstract` | Abstract text |
| `id` | ERIC document ID (e.g., EJ1234567) |

### Publication Types

| Type | Description |
|------|-------------|
| `Journal Articles` | Peer-reviewed journal articles |
| `Reports - Research` | Research reports |
| `Reports - Descriptive` | Descriptive reports |
| `Reports - Evaluative` | Program evaluations |
| `Dissertations/Theses` | Graduate research |
| `Speeches/Meeting Papers` | Conference presentations |
| `Books` | Books and book chapters |

## Response Structure

```json
{
  "response": {
    "numFound": 8450,
    "start": 0,
    "docs": [
      {
        "id": "EJ1389012",
        "title": "Effects of AI Tutoring on Student Learning Outcomes",
        "author": ["Smith, John", "Chen, Wei"],
        "source": "Journal of Educational Technology",
        "publicationdateyear": 2024,
        "description": "This study examines the impact of AI-powered tutoring...",
        "descriptor": ["Artificial Intelligence", "Tutoring", "Academic Achievement"],
        "educationlevel": ["Higher Education"],
        "peerreviewed": "T",
        "url": "https://eric.ed.gov/?id=EJ1389012",
        "publicationtype": "Journal Articles",
        "issn": "1234-5678"
      }
    ]
  }
}
```

## Python Usage

```python
import requests

BASE_URL = "https://api.ies.ed.gov/eric/"


def search_eric(query: str, rows: int = 25,
                peer_reviewed: bool = True,
                pub_type: str = None,
                from_year: int = None) -> list:
    """Search the ERIC education research database."""
    params = {
        "search": query,
        "format": "json",
        "rows": rows,
    }
    if peer_reviewed:
        params["peerreviewed"] = "true"
    if pub_type:
        params["publicationtype"] = pub_type
    if from_year:
        params["publicationdatestart"] = f"{from_year}-01-01"

    resp = requests.get(BASE_URL, params=params)
    resp.raise_for_status()
    data = resp.json()

    results = []
    for doc in data.get("response", {}).get("docs", []):
        results.append({
            "id": doc.get("id"),
            "title": doc.get("title"),
            "authors": doc.get("author", []),
            "source": doc.get("source"),
            "year": doc.get("publicationdateyear"),
            "abstract": doc.get("description", "")[:300],
            "descriptors": doc.get("descriptor", []),
            "level": doc.get("educationlevel", []),
            "url": doc.get("url"),
        })
    return results


def search_by_descriptor(descriptor: str, rows: int = 50) -> list:
    """Search using ERIC thesaurus controlled vocabulary."""
    return search_eric(f'descriptor:"{descriptor}"', rows=rows)


# Example: find recent AI in education research
papers = search_eric("artificial intelligence classroom",
                     from_year=2023, rows=10)
for p in papers:
    print(f"[{p['year']}] {p['title']}")
    print(f"  Descriptors: {', '.join(p['descriptors'][:5])}")

# Example: search by ERIC descriptor
papers = search_by_descriptor("Gamification")
for p in papers:
    print(f"{p['id']}: {p['title']} — {p['source']}")
```

## ERIC Thesaurus

ERIC uses a controlled vocabulary of 12,000+ descriptors for consistent indexing. Key descriptors include:

| Descriptor | Coverage |
|------------|----------|
| `Distance Education` | Online/remote learning |
| `Educ
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__eric-education-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 Eric Education 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 Eric Education 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 Eric Education Api access on my machine?

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

Which assistants does Eric Education 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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