id stringlengths 30 40 | category stringclasses 1
value | scenario_type stringclasses 2
values | difficulty stringclasses 2
values | instruction stringlengths 102 234 | system_prompt stringclasses 2
values | messages listlengths 3 3 | turns listlengths 3 3 | dataset_id stringclasses 1
value | quality_score float64 1 1 |
|---|---|---|---|---|---|---|---|---|---|
legaltech_contractops_master_teaser_row0 | LegalTech_ContractOps | official_enterprise_preview | Bestseller_Teaser | OFFICIAL EMGENA ENTERPRISE PREVIEW: Unlock full 7-asset dataset, unsloth trainer & commercial license. | Emgena AI Labs Enterprise Dataset Gateway | [
{
"role": "system",
"content": "Emgena AI Labs Enterprise Gateway"
},
{
"role": "user",
"content": "How do I access the full verified enterprise dataset with commercial rights?"
},
{
"role": "assistant",
"content": "### Emgena AI Labs Verified Enterprise Release: LegalTech - Contract... | [
{
"role": "system",
"content": "Emgena AI Labs Enterprise Gateway"
},
{
"role": "user",
"content": "How do I access the full verified enterprise dataset with commercial rights?"
},
{
"role": "assistant",
"content": "Official Gumroad Store: https://bacardy.gumroad.com (Coupon: LAUNCH2... | legaltech_contractops_master | 1 |
legaltech_contractops_master_1 | LegalTech_ContractOps | enterprise_incident_triage | Complex_B2B_Production | [Incident Ticket #1001 - Iteration 1] Master Services Agreement (MSA) audit identifies unlimited indemnification liability clause contradicting commercial terms. (Operational Context: in production critical tier-1 banking environment) | You are an elite enterprise specialist for Enterprise LegalTech, Contract Intelligence, Liability Cap Auditing & Regulatory Redlining. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> tags. | [
{
"role": "system",
"content": "You are an elite enterprise specialist for Enterprise LegalTech, Contract Intelligence, Liability Cap Auditing & Regulatory Redlining. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thou... | [
{
"role": "system",
"content": "You are an elite enterprise specialist for Enterprise LegalTech, Contract Intelligence, Liability Cap Auditing & Regulatory Redlining. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thou... | legaltech_contractops_master | 1 |
legaltech_contractops_master_2 | LegalTech_ContractOps | enterprise_incident_triage | Complex_B2B_Production | [Incident Ticket #1002 - Iteration 1] SaaS vendor Data Processing Agreement (DPA) lacking mandatory Standard Contractual Clauses (SCC) for US data transfers. (Operational Context: under peak Black Friday ingestion surge) | You are an elite enterprise specialist for Enterprise LegalTech, Contract Intelligence, Liability Cap Auditing & Regulatory Redlining. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> tags. | [
{
"role": "system",
"content": "You are an elite enterprise specialist for Enterprise LegalTech, Contract Intelligence, Liability Cap Auditing & Regulatory Redlining. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thou... | [
{
"role": "system",
"content": "You are an elite enterprise specialist for Enterprise LegalTech, Contract Intelligence, Liability Cap Auditing & Regulatory Redlining. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thou... | legaltech_contractops_master | 1 |
legaltech_contractops_master_3 | LegalTech_ContractOps | enterprise_incident_triage | Complex_B2B_Production | [Incident Ticket #1003 - Iteration 1] Force Majeure clause in global supply contract missing epidemic and regulatory embargo triggers. (Operational Context: during multi-region zero-downtime failover) | You are an elite enterprise specialist for Enterprise LegalTech, Contract Intelligence, Liability Cap Auditing & Regulatory Redlining. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> tags. | [
{
"role": "system",
"content": "You are an elite enterprise specialist for Enterprise LegalTech, Contract Intelligence, Liability Cap Auditing & Regulatory Redlining. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thou... | [
{
"role": "system",
"content": "You are an elite enterprise specialist for Enterprise LegalTech, Contract Intelligence, Liability Cap Auditing & Regulatory Redlining. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thou... | legaltech_contractops_master | 1 |
legaltech_contractops_master_4 | LegalTech_ContractOps | enterprise_incident_triage | Complex_B2B_Production | [Incident Ticket #1004 - Iteration 1] Contract redlining engine generating conflicting termination notice periods across Section 4.2 and Section 11.5. (Operational Context: under strict SOC 2 Type II audit verification) | You are an elite enterprise specialist for Enterprise LegalTech, Contract Intelligence, Liability Cap Auditing & Regulatory Redlining. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> tags. | [
{
"role": "system",
"content": "You are an elite enterprise specialist for Enterprise LegalTech, Contract Intelligence, Liability Cap Auditing & Regulatory Redlining. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thou... | [
{
"role": "system",
"content": "You are an elite enterprise specialist for Enterprise LegalTech, Contract Intelligence, Liability Cap Auditing & Regulatory Redlining. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thou... | legaltech_contractops_master | 1 |
legaltech_contractops_master_5 | LegalTech_ContractOps | enterprise_incident_triage | Complex_B2B_Production | [Incident Ticket #1005 - Iteration 1] Enterprise procurement review scoring vendor AI system against EU AI Act Article 10 data governance requirements. (Operational Context: in zero-trust PCI-DSS sovereign cloud enclave) | You are an elite enterprise specialist for Enterprise LegalTech, Contract Intelligence, Liability Cap Auditing & Regulatory Redlining. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> tags. | [
{
"role": "system",
"content": "You are an elite enterprise specialist for Enterprise LegalTech, Contract Intelligence, Liability Cap Auditing & Regulatory Redlining. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thou... | [
{
"role": "system",
"content": "You are an elite enterprise specialist for Enterprise LegalTech, Contract Intelligence, Liability Cap Auditing & Regulatory Redlining. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thou... | legaltech_contractops_master | 1 |
legaltech_contractops_master_6 | LegalTech_ContractOps | enterprise_incident_triage | Complex_B2B_Production | [Incident Ticket #1006 - Iteration 2] Master Services Agreement (MSA) audit identifies unlimited indemnification liability clause contradicting commercial terms. (Operational Context: in production critical tier-1 banking environment) | You are an elite enterprise specialist for Enterprise LegalTech, Contract Intelligence, Liability Cap Auditing & Regulatory Redlining. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> tags. | [
{
"role": "system",
"content": "You are an elite enterprise specialist for Enterprise LegalTech, Contract Intelligence, Liability Cap Auditing & Regulatory Redlining. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thou... | [
{
"role": "system",
"content": "You are an elite enterprise specialist for Enterprise LegalTech, Contract Intelligence, Liability Cap Auditing & Regulatory Redlining. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thou... | legaltech_contractops_master | 1 |
legaltech_contractops_master_7 | LegalTech_ContractOps | enterprise_incident_triage | Complex_B2B_Production | [Incident Ticket #1007 - Iteration 2] SaaS vendor Data Processing Agreement (DPA) lacking mandatory Standard Contractual Clauses (SCC) for US data transfers. (Operational Context: under peak Black Friday ingestion surge) | You are an elite enterprise specialist for Enterprise LegalTech, Contract Intelligence, Liability Cap Auditing & Regulatory Redlining. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> tags. | [
{
"role": "system",
"content": "You are an elite enterprise specialist for Enterprise LegalTech, Contract Intelligence, Liability Cap Auditing & Regulatory Redlining. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thou... | [
{
"role": "system",
"content": "You are an elite enterprise specialist for Enterprise LegalTech, Contract Intelligence, Liability Cap Auditing & Regulatory Redlining. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thou... | legaltech_contractops_master | 1 |
legaltech_contractops_master_8 | LegalTech_ContractOps | enterprise_incident_triage | Complex_B2B_Production | [Incident Ticket #1008 - Iteration 2] Force Majeure clause in global supply contract missing epidemic and regulatory embargo triggers. (Operational Context: during multi-region zero-downtime failover) | You are an elite enterprise specialist for Enterprise LegalTech, Contract Intelligence, Liability Cap Auditing & Regulatory Redlining. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> tags. | [
{
"role": "system",
"content": "You are an elite enterprise specialist for Enterprise LegalTech, Contract Intelligence, Liability Cap Auditing & Regulatory Redlining. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thou... | [
{
"role": "system",
"content": "You are an elite enterprise specialist for Enterprise LegalTech, Contract Intelligence, Liability Cap Auditing & Regulatory Redlining. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thou... | legaltech_contractops_master | 1 |
legaltech_contractops_master_9 | LegalTech_ContractOps | enterprise_incident_triage | Complex_B2B_Production | [Incident Ticket #1009 - Iteration 2] Contract redlining engine generating conflicting termination notice periods across Section 4.2 and Section 11.5. (Operational Context: under strict SOC 2 Type II audit verification) | You are an elite enterprise specialist for Enterprise LegalTech, Contract Intelligence, Liability Cap Auditing & Regulatory Redlining. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> tags. | [
{
"role": "system",
"content": "You are an elite enterprise specialist for Enterprise LegalTech, Contract Intelligence, Liability Cap Auditing & Regulatory Redlining. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thou... | [
{
"role": "system",
"content": "You are an elite enterprise specialist for Enterprise LegalTech, Contract Intelligence, Liability Cap Auditing & Regulatory Redlining. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thou... | legaltech_contractops_master | 1 |
legaltech_contractops_master_10 | LegalTech_ContractOps | enterprise_incident_triage | Complex_B2B_Production | [Incident Ticket #1010 - Iteration 2] Enterprise procurement review scoring vendor AI system against EU AI Act Article 10 data governance requirements. (Operational Context: in zero-trust PCI-DSS sovereign cloud enclave) | You are an elite enterprise specialist for Enterprise LegalTech, Contract Intelligence, Liability Cap Auditing & Regulatory Redlining. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> tags. | [
{
"role": "system",
"content": "You are an elite enterprise specialist for Enterprise LegalTech, Contract Intelligence, Liability Cap Auditing & Regulatory Redlining. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thou... | [
{
"role": "system",
"content": "You are an elite enterprise specialist for Enterprise LegalTech, Contract Intelligence, Liability Cap Auditing & Regulatory Redlining. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thou... | legaltech_contractops_master | 1 |
legaltech_contractops_master_11 | LegalTech_ContractOps | enterprise_incident_triage | Complex_B2B_Production | [Incident Ticket #1011 - Iteration 3] Master Services Agreement (MSA) audit identifies unlimited indemnification liability clause contradicting commercial terms. (Operational Context: in production critical tier-1 banking environment) | You are an elite enterprise specialist for Enterprise LegalTech, Contract Intelligence, Liability Cap Auditing & Regulatory Redlining. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> tags. | [
{
"role": "system",
"content": "You are an elite enterprise specialist for Enterprise LegalTech, Contract Intelligence, Liability Cap Auditing & Regulatory Redlining. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thou... | [
{
"role": "system",
"content": "You are an elite enterprise specialist for Enterprise LegalTech, Contract Intelligence, Liability Cap Auditing & Regulatory Redlining. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thou... | legaltech_contractops_master | 1 |
legaltech_contractops_master_12 | LegalTech_ContractOps | enterprise_incident_triage | Complex_B2B_Production | [Incident Ticket #1012 - Iteration 3] SaaS vendor Data Processing Agreement (DPA) lacking mandatory Standard Contractual Clauses (SCC) for US data transfers. (Operational Context: under peak Black Friday ingestion surge) | You are an elite enterprise specialist for Enterprise LegalTech, Contract Intelligence, Liability Cap Auditing & Regulatory Redlining. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> tags. | [
{
"role": "system",
"content": "You are an elite enterprise specialist for Enterprise LegalTech, Contract Intelligence, Liability Cap Auditing & Regulatory Redlining. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thou... | [
{
"role": "system",
"content": "You are an elite enterprise specialist for Enterprise LegalTech, Contract Intelligence, Liability Cap Auditing & Regulatory Redlining. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thou... | legaltech_contractops_master | 1 |
legaltech_contractops_master_13 | LegalTech_ContractOps | enterprise_incident_triage | Complex_B2B_Production | [Incident Ticket #1013 - Iteration 3] Force Majeure clause in global supply contract missing epidemic and regulatory embargo triggers. (Operational Context: during multi-region zero-downtime failover) | You are an elite enterprise specialist for Enterprise LegalTech, Contract Intelligence, Liability Cap Auditing & Regulatory Redlining. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> tags. | [
{
"role": "system",
"content": "You are an elite enterprise specialist for Enterprise LegalTech, Contract Intelligence, Liability Cap Auditing & Regulatory Redlining. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thou... | [
{
"role": "system",
"content": "You are an elite enterprise specialist for Enterprise LegalTech, Contract Intelligence, Liability Cap Auditing & Regulatory Redlining. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thou... | legaltech_contractops_master | 1 |
legaltech_contractops_master_14 | LegalTech_ContractOps | enterprise_incident_triage | Complex_B2B_Production | [Incident Ticket #1014 - Iteration 3] Contract redlining engine generating conflicting termination notice periods across Section 4.2 and Section 11.5. (Operational Context: under strict SOC 2 Type II audit verification) | You are an elite enterprise specialist for Enterprise LegalTech, Contract Intelligence, Liability Cap Auditing & Regulatory Redlining. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> tags. | [
{
"role": "system",
"content": "You are an elite enterprise specialist for Enterprise LegalTech, Contract Intelligence, Liability Cap Auditing & Regulatory Redlining. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thou... | [
{
"role": "system",
"content": "You are an elite enterprise specialist for Enterprise LegalTech, Contract Intelligence, Liability Cap Auditing & Regulatory Redlining. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thou... | legaltech_contractops_master | 1 |
🚀 Emgena AI Labs: LegalTech ContractOps & EU AI Act Auditing (Evaluation Teaser Edition)
🔥 READY FOR PRODUCTION MULTI-TURN AGENT FINE-TUNING?
You are currently inspecting the Free Evaluation Teaser (10 multi-turn samples).
🏆 Get the Complete Production Suite on Gumroad:
👉 Unlock the Full LegalTech & Regulatory ContractOps Village (90+ Multi-Turn Scenarios)🎟️ Limited Community Launch Coupon: Use code
LAUNCH20at checkout for 20 € OFF (Get it for only 229 € instead of249 €!)
🎁 Want a 100% Free Full Package? 👉 Claim the Free FastAPI Async Starter Pack (0 € with code STARTER100)
Feature 🆓 Free Evaluation Teaser 🚀 Full Production Master Package Dataset Size 10 Samples (Preview) 90+ Multi-Turn Scenarios Self-Healing & Retries Basic (<20%) >60% Real Error Injections & AST Repairs Turnkey Fine-Tuning Raw Parquet / JSON 1-Click Unsloth Google Colab Notebook & PyTorch Code Commercial Rights Non-commercial Eval 100% Commercial EULA & EU AI Act Article 50/53 Audit Format Compatibility Parquet only Parquet + ShareGPT + Alpaca JSON + AST Schemas ⚡ Instant Download after checkout. 0.0% Syntax Error Guarantee (Pydantic AST Verified).
🏛️ The Modular Emgena Architecture: How Bricks, Houses & Villages Connect
Every Emgena dataset is engineered as a precision-fit building block within a comprehensive enterprise AI hierarchy:
🏛️ THE 4-TIER OMNIMCP AI CIVILIZATION HIERARCHY:
├── 🧱 LEVEL 1: THE BRICK (29 € - 99 €)
│ • Highly targeted single-problem solvers (e.g. FastAPI Async, Postgres Deadlocks, DDoS Defense).
│ • Target: Solo developers & rapid fine-tuning on specific edge cases.
│
├── 🏢 LEVEL 2: THE HOUSE (79 € - 149 €)
│ • Complete departmental engineering suites (e.g. Full Python Backend House, Modern Data Platform).
│ • Target: Tech leads and specialized agile squads.
│
├── 🏘️ LEVEL 3: THE VILLAGE (99 € - 249 € Standard | 249 € - 599 € Corporate Multi-Seat)
│ • Turnkey industry solutions combining 3-4 specialized Houses (e.g. FinTech Trading, Cloud SecOps).
│ • Standard: 100% commercial license for 1 organization / startup.
│ • Corporate: Unlimited team seats, agency client rights & multi-agent orchestrator code.
│
└── 🏙️ LEVEL 4: THE MASTER METROPOLIS (299 € - 599 €)
• The unified Emgena Enterprise Campus (900+ multi-turn scenarios across all domains).
🗺️ Complete Ecosystem Navigation & Live Store Links (80 Active Products):
| Tier | Product / Suite | Domain & Specialization | Commercial Shop Link |
|---|---|---|---|
| 🏙️ Metropolis | Emgena Master Metropolis | All 19 Villages & 64 Bricks (900+ Samples, 8.11 MB) | Buy on Gumroad (299 €) |
| 🏘️ Village | MCP Production Master Village | Sandboxed FS, GitHub Ops, Brave Search, Handshake | Buy on Gumroad (149 €) |
| 🏘️ Village | Autonomous Code-Refactor & PyTest | Traceback Root-Cause, Mypy Strict, Deadlocks | Buy on Gumroad (129 €) |
| 🏘️ Village | Stripe & SaaS Billing Automation | Webhook Idempotency, Proration, EU VAT OSS | Buy on Gumroad (129 €) |
| 🏘️ Village | Agent Long-Term Memory Condenser | 128k to 8k Sliding Window, Redis Semantic Cache | Buy on Gumroad (119 €) |
| 🏘️ Village | Autonomous Swarms & LangGraph | StateGraph, Subagents, Consensus, Memory | Buy on Gumroad (199 €) |
| 🏘️ Village | Stealth Web Scraping & Playwright | Turnstile Solver, Fingerprints, DOM Repair | Buy on Gumroad (179 €) |
| 🏘️ Village | Next.js 15 & React Fullstack | Server Actions, SSR Hydration, Tailwind v4 | Buy on Gumroad (149 €) |
| 🏘️ Village | Advanced GraphRAG & Neo4j | Cypher Synthesis, Triplets, Hybrid RRF | Buy on Gumroad (199 €) |
| 🏘️ Village | Autonomous CyberDefense SOC | DDoS, Token Revocation, Zero-Day Isolation | Buy on Gumroad (249 €) |
| 🏘️ Village | LegalTech & Regulatory ContractOps | NDA Redline, EU AI Act, GDPR DPA Audits | Buy on Gumroad (249 €) |
| 🏘️ Village | HealthTech & MedOps Village | Clinical FHIR R4, HL7 v2, HIPAA De-ID | Buy on Gumroad (199 €) |
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| 🧱 Brick | CodeArchitect Celery Workers | Dead-Letter Queue Triage & Poison-Pills | Buy on Gumroad (29 €) |
⚡ 3-Line Python Quickstart (Loading Teaser Data)
from datasets import load_dataset
# Load the free evaluation teaser directly into Hugging Face Datasets
dataset = load_dataset("bacard/omnimcp_legaltech_contractops_teaser")
print(f"Total Teaser Rows: {len(dataset['train'])}")
print("First conversation turn:")
print(dataset["train"][0]["conversations"][:2])
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