Framework for demonstrating AI capabilities in legal contexts. Provides detailed personas across tenant law, business contracts, startup disputes, employment claims, and consumer protection with progressive complexity scenarios.
SkillScore91Maintained
Automatic
◆Legal & Contracts pack
Last verified 8/16/2026
What it changes
Passed 20 of 22 test cases with the skill, and 13 of 22 without it.
Without skill59%
With skill91%
Checks it passed that the model alone missed
The interaction uses the Sarah Weber tenant persona.
The framework specifies monetary stakes exceeding €10,000 as an automatic escalation trigger.
The material explicitly states that the interaction is for demonstration purposes only and not legal advice.
and 7 more in the full report
7 fixed13 passed either way2 still failing0 broke
Pass-rate lift
+32 pp
Tokens
+150%
Agent turns
0%
Response time
+5%
Model gemini-3.6-flashMeasured 8/16/2026v120 of 22 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 7 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 7
Prompt
We are building an educational sandbox demo for tenant rights. Generate a simulated interaction script showing how an AI intake assistant gathers facts for an entry-level residential lease dispute involving an unreturned security deposit after a clean move-out inspection.
What was checked, without and with the skill
Checked
Without skill
With skill
The interaction uses the Sarah Weber tenant persona.
Missed
Passed
The output contains a disclaimer indicating the response is a fictional simulation and not legal advice.
Passed
Passed
case-03 · gemini-3.6-flash · 8/16/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md461 linessingle file
Legal Persona Simulator
Overview
Realistic simulation framework for demonstrating how AI can assist with legal information needs while respecting professional boundaries and data protection principles. Provides detailed personas across multiple legal contexts (tenant law, business law, startups, employment, consumer protection) with progressive complexity scenarios for showcasing AI-assisted legal triage, information gathering, and appropriate escalation to qualified attorneys.
CRITICAL LEGAL DISCLAIMER
THIS SKILL IS FOR DEMONSTRATION AND EDUCATIONAL PURPOSES ONLY. IT DOES NOT PROVIDE LEGAL ADVICE.
IMPORTANT - READ CAREFULLY:
This skill simulates interactions to demonstrate AI capabilities in legal contexts
Outputs are fictional scenarios for demonstration, training, or educational purposes only
This skill does NOT create attorney-client relationships
This skill does NOT provide legal advice, opinions, or recommendations on actual legal matters
This skill does NOT substitute for consultation with qualified, licensed attorneys
Legal rights, obligations, and remedies vary significantly by jurisdiction
Only licensed attorneys can provide legal advice for specific situations
Reliance on simulated scenarios for actual legal decisions may result in serious harm
Users must:
Consult qualified, licensed attorneys for all actual legal matters
Never use simulated content as legal advice for real situations
Understand that AI cannot replace professional legal judgment
Recognize that laws vary by jurisdiction and change over time
Seek appropriate legal representation before taking any legal action
Verify all legal information independently with qualified counsel
Neither the skill creator nor Claude/Anthropic:
Provides legal advice or creates attorney-client relationships
Makes any representation about legal rights or obligations
Assumes any liability for reliance on simulated scenarios
Endorses any specific legal positions or strategies
Data Protection Notice: While this skill demonstrates GDPR-compliant interaction patterns, users collecting actual personal data must implement proper data protection measures under applicable law and consult with qualified privacy/data protection counsel.
When to Use This Skill
Use this skill when you need to:
Demonstrate AI capabilities in legal information contexts (presentations, training, proof-of-concepts)
Showcase responsible AI-assisted legal triage and intake processes
Illustrate GDPR-compliant client interaction patterns for legal services
Create realistic scenarios for legal technology demonstrations
GDPR Legitimate Interest Assessment (LIA) — Guided assessment for Art. 6(1)(f) GDPR using the EDPB three-step test. Based on EDPB Guidelines 1/2024, EDPB Opinion 28/2024 (AI models), the OSS Case Digest on Legitimate Interest (McIntyre 2026), CNIL AI guidance (June 2025), ICO guidance, and key CJEU case law. Use when: (1) user needs to assess whether legitimate interest is appropriate, (2) user asks about Art. 6(1)(f), "Interessenabwägung", "berechtigtes Interesse", "balancing test", or "LIA", (