Atlas / Skills / brycewang-stanford / Legal Research Guide

Legal Research GuideSAFE

skills/brycewang-stanford/legal-research-guide

🔬 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: legal-research-guide
description: "Legal research methods, case law analysis, and compliance tools"
metadata:
  openclaw:
    emoji: "⚖️"
    category: "domains"
    subcategory: "law"
    keywords: ["law", "jurisprudence", "case law", "compliance analysis"]
    source: "wentor-research-plugins"
---

# Legal Research Guide

Conduct systematic legal research across jurisdictions, analyze case law, navigate statutory frameworks, and use computational legal tools for academic and practice-oriented research.

## Legal Research Frameworks

### IRAC Method

The standard analytical framework for legal reasoning:

| Step | Description | Example |
|------|-------------|---------|
| **Issue** | Identify the legal question | "Does web scraping of public data constitute a CFAA violation?" |
| **Rule** | State the applicable legal rule | "The CFAA prohibits accessing a computer 'without authorization' or 'exceeding authorized access'" |
| **Application** | Apply the rule to the facts | "In hiQ v. LinkedIn, the 9th Circuit held that scraping publicly available data does not violate the CFAA..." |
| **Conclusion** | State the legal conclusion | "Therefore, scraping publicly available academic data likely does not violate the CFAA, though terms-of-service issues remain." |

### CREAC Method (For Academic Legal Writing)

```
C - Conclusion (state your thesis)
R - Rule (present the legal rule with authority)
E - Explanation (analyze how courts have interpreted the rule)
A - Application (apply the rule to your specific scenario)
C - Conclusion (restate and refine conclusion)
```

## Legal Research Databases

### Primary Sources

| Database | Coverage | Cost | Best For |
|----------|----------|------|----------|
| Westlaw (Thomson Reuters) | US, UK, EU, international | Subscription | Comprehensive case law, KeyCite citator |
| LexisNexis | US, UK, international | Subscription | News integration, Shepard's citator |
| Google Scholar (Case Law) | US federal and state courts | Free | Quick case lookup, citation tracking |
| Casetext / CoCounsel | US courts | Subscription | AI-powered legal research |
| CourtListener | US federal courts | Free | PACER alternative, bulk data |
| EUR-Lex | EU law | Free | EU legislation, CJEU case law |
| BAILII | UK, Ireland | Free | UK case law and legislation |
| Justia | US law | Free | US case law, statutes, regulations |
| HeinOnline | Historical legal materials | Subscription | Law journals, treaties, legislative history |

### Secondary Sources

| Source | Content | Use |
|--------|---------|-----|
| Law reviews / journals | Scholarly analysis | Academic research, policy arguments |
| Restatements | ALI compilations of common law | Authoritative secondary source |
| Treatises | Comprehensive subject coverage | Deep dive into specific areas |
| Legal encyclopedias (AmJur, CJS) | Broad legal summaries | Starting point for unfamiliar areas |
| Practice guides | Practical how-to | Practitioner-oriented research |

## Citation Systems

### Bluebook (US Standard)

```
# Case citation
Marbury v. Madison, 5 U.S. (1 Cranch) 137 (1803).
Brown v. Board of Education, 347 U.S. 483, 495 (1954).

# Statute citation
42 U.S.C. Section 1983 (2018).
Cal. Civ. Code Section 1798.100 (West 2020).  # California statute

# Law review article
Jane Smith, The Future of AI Regulation, 120 Harv. L. Rev. 456 (2024).

# Book
Richard Posner, Economic Analysis of Law 25 (9th ed. 2014).

# Short form citations (after first full citation)
Brown, 347 U.S. at 495.
Smith, supra note 12, at 460.
Id. at 462.  # Same source as immediately preceding citation
```

### OSCOLA (UK/Oxford Standard)

```
# Case citation
Donoghue v Stevenson [1932] AC 562 (HL).
R v Brown [1994] 1 AC 212, 237 (HL).

# Statute citation
Human Rights Act 1998, s 3.
Data Protection Act 2018, s 170(1).

# Journal article
Jane Smith, 'The Future of AI Regulation' (2024) 120 Modern Law Review 456.

# Book
Richard Posner, Economic Analysis of Law (9th edn, Aspen 2014) 25.
```

## Computational Legal Research

### Case Law Analysis with Python

```python
import requests
import json

# Using the CourtListener API (free, open-source)
BASE_URL = "https://www.courtlistener.com/api/rest/v3"

def search_opinions(query, court="scotus", page_size=20):
    """Search case opinions via CourtListener API."""
    response = requests.get(
        f"{BASE_URL}/search/",
        params={
            "q": query,
            "type": "o",  # opinions
            "court": court,
            "page_size": page_size,
            "order_by": "score desc"
        },
        headers={"Authorization": "Token YOUR_API_TOKEN"}
    )
    results = response.json()
    for case in results.get("results", []):
        print(f"[{case.get('dateFiled', 'N/A')}] {case.get('caseName', 'N/A')}")
        print(f"  Court: {case.get('court', 'N/A')}")
        print(f"  Citation: {case.get('citation', ['N/A'])[0] if case.get('citation') else 'N/A'}")
        print(f"  URL: https://www.courtlistener.com{case.get('absolute_url', '')}")
    return results

# Search for AI-related Supreme Court cases
results = search_opinions("artificial intelligence", court="scotus")
```

### Citation Network Analysis

```python
import networkx as nx

def build_citation_network(seed_case_ids, depth=2):
    """Build a citation network starting from seed cases."""
    G = nx.DiGraph()
    visited = set()
    queue = [(cid, 0) for cid in seed_case_ids]

    while queue:
        case_id, level = queue.pop(0)
        if case_id in visited or level > depth:
            continue
        visited.add(case_id)

        # Get case metadata and citations
        resp = requests.get(f"{BASE_URL}/opinions/{case_id}/",
                           headers={"Authorization": "Token YOUR_API_TOKEN"})
        if resp.status_code != 200:
            continue

        case = resp.json()
        case_name = case.get("case_name", f"Case {case_id}")
        G.add_node(case_id, name=case_name, date=case.get("date_filed"))

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__legal-research-guide.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 Legal Research Guide 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 Legal Research Guide 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 Legal Research Guide access on my machine?

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

Which assistants does Legal Research Guide 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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