id stringlengths 31 41 | category stringclasses 1
value | scenario_type stringclasses 2
values | difficulty stringclasses 2
values | instruction stringlengths 102 221 | system_prompt stringclasses 2
values | messages listlengths 3 3 | turns listlengths 3 3 | dataset_id stringclasses 1
value | quality_score float64 1 1 |
|---|---|---|---|---|---|---|---|---|---|
nextjs_react_architect_master_teaser_row0 | NextJS_Architecture | 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: Frontend Ops - Next.... | [
{
"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... | nextjs_react_architect_master | 1 |
nextjs_react_architect_master_1 | NextJS_Architecture | enterprise_incident_triage | Complex_B2B_Production | [Incident Ticket #1001 - Iteration 1] Next.js App Router application failing with 'Text content did not match server-rendered HTML' hydration error. (Operational Context: in production critical tier-1 banking environment) | You are an elite enterprise specialist for Next.js 15 App Router, React Server Components, Server Actions & Caching Architecture. 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 Next.js 15 App Router, React Server Components, Server Actions & Caching Architecture. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> ... | [
{
"role": "system",
"content": "You are an elite enterprise specialist for Next.js 15 App Router, React Server Components, Server Actions & Caching Architecture. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> ... | nextjs_react_architect_master | 1 |
nextjs_react_architect_master_2 | NextJS_Architecture | enterprise_incident_triage | Complex_B2B_Production | [Incident Ticket #1002 - Iteration 1] Server Action invoked from public dashboard form vulnerable to Cross-Site Request Forgery and unauthenticated execution. (Operational Context: under peak Black Friday ingestion surge) | You are an elite enterprise specialist for Next.js 15 App Router, React Server Components, Server Actions & Caching Architecture. 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 Next.js 15 App Router, React Server Components, Server Actions & Caching Architecture. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> ... | [
{
"role": "system",
"content": "You are an elite enterprise specialist for Next.js 15 App Router, React Server Components, Server Actions & Caching Architecture. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> ... | nextjs_react_architect_master | 1 |
nextjs_react_architect_master_3 | NextJS_Architecture | enterprise_incident_triage | Complex_B2B_Production | [Incident Ticket #1003 - Iteration 1] Dashboard page loading slowly (4.8s) due to waterfall data fetching in nested React Server Components. (Operational Context: during multi-region zero-downtime failover) | You are an elite enterprise specialist for Next.js 15 App Router, React Server Components, Server Actions & Caching Architecture. 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 Next.js 15 App Router, React Server Components, Server Actions & Caching Architecture. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> ... | [
{
"role": "system",
"content": "You are an elite enterprise specialist for Next.js 15 App Router, React Server Components, Server Actions & Caching Architecture. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> ... | nextjs_react_architect_master | 1 |
nextjs_react_architect_master_4 | NextJS_Architecture | enterprise_incident_triage | Complex_B2B_Production | [Incident Ticket #1004 - Iteration 1] Next.js dynamic route caching stale database records after user profile updates. (Operational Context: under strict SOC 2 Type II audit verification) | You are an elite enterprise specialist for Next.js 15 App Router, React Server Components, Server Actions & Caching Architecture. 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 Next.js 15 App Router, React Server Components, Server Actions & Caching Architecture. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> ... | [
{
"role": "system",
"content": "You are an elite enterprise specialist for Next.js 15 App Router, React Server Components, Server Actions & Caching Architecture. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> ... | nextjs_react_architect_master | 1 |
nextjs_react_architect_master_5 | NextJS_Architecture | enterprise_incident_triage | Complex_B2B_Production | [Incident Ticket #1005 - Iteration 1] Next.js Edge Middleware memory limit exceeded (128MB) during JWT validation under heavy traffic. (Operational Context: in zero-trust PCI-DSS sovereign cloud enclave) | You are an elite enterprise specialist for Next.js 15 App Router, React Server Components, Server Actions & Caching Architecture. 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 Next.js 15 App Router, React Server Components, Server Actions & Caching Architecture. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> ... | [
{
"role": "system",
"content": "You are an elite enterprise specialist for Next.js 15 App Router, React Server Components, Server Actions & Caching Architecture. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> ... | nextjs_react_architect_master | 1 |
nextjs_react_architect_master_6 | NextJS_Architecture | enterprise_incident_triage | Complex_B2B_Production | [Incident Ticket #1006 - Iteration 2] Next.js App Router application failing with 'Text content did not match server-rendered HTML' hydration error. (Operational Context: in production critical tier-1 banking environment) | You are an elite enterprise specialist for Next.js 15 App Router, React Server Components, Server Actions & Caching Architecture. 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 Next.js 15 App Router, React Server Components, Server Actions & Caching Architecture. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> ... | [
{
"role": "system",
"content": "You are an elite enterprise specialist for Next.js 15 App Router, React Server Components, Server Actions & Caching Architecture. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> ... | nextjs_react_architect_master | 1 |
nextjs_react_architect_master_7 | NextJS_Architecture | enterprise_incident_triage | Complex_B2B_Production | [Incident Ticket #1007 - Iteration 2] Server Action invoked from public dashboard form vulnerable to Cross-Site Request Forgery and unauthenticated execution. (Operational Context: under peak Black Friday ingestion surge) | You are an elite enterprise specialist for Next.js 15 App Router, React Server Components, Server Actions & Caching Architecture. 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 Next.js 15 App Router, React Server Components, Server Actions & Caching Architecture. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> ... | [
{
"role": "system",
"content": "You are an elite enterprise specialist for Next.js 15 App Router, React Server Components, Server Actions & Caching Architecture. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> ... | nextjs_react_architect_master | 1 |
nextjs_react_architect_master_8 | NextJS_Architecture | enterprise_incident_triage | Complex_B2B_Production | [Incident Ticket #1008 - Iteration 2] Dashboard page loading slowly (4.8s) due to waterfall data fetching in nested React Server Components. (Operational Context: during multi-region zero-downtime failover) | You are an elite enterprise specialist for Next.js 15 App Router, React Server Components, Server Actions & Caching Architecture. 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 Next.js 15 App Router, React Server Components, Server Actions & Caching Architecture. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> ... | [
{
"role": "system",
"content": "You are an elite enterprise specialist for Next.js 15 App Router, React Server Components, Server Actions & Caching Architecture. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> ... | nextjs_react_architect_master | 1 |
nextjs_react_architect_master_9 | NextJS_Architecture | enterprise_incident_triage | Complex_B2B_Production | [Incident Ticket #1009 - Iteration 2] Next.js dynamic route caching stale database records after user profile updates. (Operational Context: under strict SOC 2 Type II audit verification) | You are an elite enterprise specialist for Next.js 15 App Router, React Server Components, Server Actions & Caching Architecture. 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 Next.js 15 App Router, React Server Components, Server Actions & Caching Architecture. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> ... | [
{
"role": "system",
"content": "You are an elite enterprise specialist for Next.js 15 App Router, React Server Components, Server Actions & Caching Architecture. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> ... | nextjs_react_architect_master | 1 |
nextjs_react_architect_master_10 | NextJS_Architecture | enterprise_incident_triage | Complex_B2B_Production | [Incident Ticket #1010 - Iteration 2] Next.js Edge Middleware memory limit exceeded (128MB) during JWT validation under heavy traffic. (Operational Context: in zero-trust PCI-DSS sovereign cloud enclave) | You are an elite enterprise specialist for Next.js 15 App Router, React Server Components, Server Actions & Caching Architecture. 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 Next.js 15 App Router, React Server Components, Server Actions & Caching Architecture. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> ... | [
{
"role": "system",
"content": "You are an elite enterprise specialist for Next.js 15 App Router, React Server Components, Server Actions & Caching Architecture. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> ... | nextjs_react_architect_master | 1 |
nextjs_react_architect_master_11 | NextJS_Architecture | enterprise_incident_triage | Complex_B2B_Production | [Incident Ticket #1011 - Iteration 3] Next.js App Router application failing with 'Text content did not match server-rendered HTML' hydration error. (Operational Context: in production critical tier-1 banking environment) | You are an elite enterprise specialist for Next.js 15 App Router, React Server Components, Server Actions & Caching Architecture. 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 Next.js 15 App Router, React Server Components, Server Actions & Caching Architecture. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> ... | [
{
"role": "system",
"content": "You are an elite enterprise specialist for Next.js 15 App Router, React Server Components, Server Actions & Caching Architecture. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> ... | nextjs_react_architect_master | 1 |
nextjs_react_architect_master_12 | NextJS_Architecture | enterprise_incident_triage | Complex_B2B_Production | [Incident Ticket #1012 - Iteration 3] Server Action invoked from public dashboard form vulnerable to Cross-Site Request Forgery and unauthenticated execution. (Operational Context: under peak Black Friday ingestion surge) | You are an elite enterprise specialist for Next.js 15 App Router, React Server Components, Server Actions & Caching Architecture. 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 Next.js 15 App Router, React Server Components, Server Actions & Caching Architecture. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> ... | [
{
"role": "system",
"content": "You are an elite enterprise specialist for Next.js 15 App Router, React Server Components, Server Actions & Caching Architecture. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> ... | nextjs_react_architect_master | 1 |
nextjs_react_architect_master_13 | NextJS_Architecture | enterprise_incident_triage | Complex_B2B_Production | [Incident Ticket #1013 - Iteration 3] Dashboard page loading slowly (4.8s) due to waterfall data fetching in nested React Server Components. (Operational Context: during multi-region zero-downtime failover) | You are an elite enterprise specialist for Next.js 15 App Router, React Server Components, Server Actions & Caching Architecture. 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 Next.js 15 App Router, React Server Components, Server Actions & Caching Architecture. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> ... | [
{
"role": "system",
"content": "You are an elite enterprise specialist for Next.js 15 App Router, React Server Components, Server Actions & Caching Architecture. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> ... | nextjs_react_architect_master | 1 |
nextjs_react_architect_master_14 | NextJS_Architecture | enterprise_incident_triage | Complex_B2B_Production | [Incident Ticket #1014 - Iteration 3] Next.js dynamic route caching stale database records after user profile updates. (Operational Context: under strict SOC 2 Type II audit verification) | You are an elite enterprise specialist for Next.js 15 App Router, React Server Components, Server Actions & Caching Architecture. 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 Next.js 15 App Router, React Server Components, Server Actions & Caching Architecture. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> ... | [
{
"role": "system",
"content": "You are an elite enterprise specialist for Next.js 15 App Router, React Server Components, Server Actions & Caching Architecture. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> ... | nextjs_react_architect_master | 1 |
🚀 OmniMCP: Next.js 15 & React Fullstack Architect Village (Evaluation Teaser Edition)
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You are currently inspecting the Free Evaluation Teaser (10 multi-turn samples).
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⚡ 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_nextjs_react_architect_teaser")
print(f"Total Teaser Rows: {len(dataset['train'])}")
print("First conversation turn:")
print(dataset["train"][0]["conversations"][:2])
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