Datasets:
id string | category string | scenario_type string | difficulty string | instruction string | system_prompt string | messages list | turns list | dataset_id string | quality_score float64 | ast_verified bool | self_healing bool |
|---|---|---|---|---|---|---|---|---|---|---|---|
dunning_failed_payment_recover_1_1_1 | FinTech_Dunning | enterprise_incident_triage | FAANG_Production_v2 | # [EMGENA SENTINEL EVALUATION TIER - 50 SAMPLES]
You are viewing 50/500 verified production trajectories (Evaluation Slice).
450 production scenarios & 27 high-severity incident stacktraces are locked.
Instant unlock with 20 € off (Code LAUNCH20) -> https://emgena.com/trainingslager?product=dunning_failed_payment_recov... | You are an elite enterprise systems engineer and autonomous incident response specialist for Dunning Management, Payment Recovery, Stripe Smart Retries & Churn Reduction. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with diagnostic and remediation too... | [
{
"role": "system",
"content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Dunning Management, Payment Recovery, Stripe Smart Retries & Churn Reduction. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), ... | [
{
"role": "system",
"content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Dunning Management, Payment Recovery, Stripe Smart Retries & Churn Reduction. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), ... | dunning_failed_payment_recover | 1 | true | false |
dunning_failed_payment_recover_1_1_2 | FinTech_Dunning | enterprise_incident_triage | FAANG_Production_v2 | # [EMGENA SENTINEL EVALUATION TIER - 50 SAMPLES]
You are viewing 50/500 verified production trajectories (Evaluation Slice).
450 production scenarios & 27 high-severity incident stacktraces are locked.
Instant unlock with 20 € off (Code LAUNCH20) -> https://emgena.com/trainingslager?product=dunning_failed_payment_recov... | You are an elite enterprise systems engineer and autonomous incident response specialist for Dunning Management, Payment Recovery, Stripe Smart Retries & Churn Reduction. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with diagnostic and remediation too... | [
{
"role": "system",
"content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Dunning Management, Payment Recovery, Stripe Smart Retries & Churn Reduction. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), ... | [
{
"role": "system",
"content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Dunning Management, Payment Recovery, Stripe Smart Retries & Churn Reduction. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), ... | dunning_failed_payment_recover | 1 | true | false |
dunning_failed_payment_recover_1_1_3 | FinTech_Dunning | enterprise_incident_triage | FAANG_Production_v2 | # [EMGENA SENTINEL EVALUATION TIER - 50 SAMPLES]
You are viewing 50/500 verified production trajectories (Evaluation Slice).
450 production scenarios & 27 high-severity incident stacktraces are locked.
Instant unlock with 20 € off (Code LAUNCH20) -> https://emgena.com/trainingslager?product=dunning_failed_payment_recov... | You are an elite enterprise systems engineer and autonomous incident response specialist for Dunning Management, Payment Recovery, Stripe Smart Retries & Churn Reduction. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with diagnostic and remediation too... | [
{
"role": "system",
"content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Dunning Management, Payment Recovery, Stripe Smart Retries & Churn Reduction. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), ... | [
{
"role": "system",
"content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Dunning Management, Payment Recovery, Stripe Smart Retries & Churn Reduction. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), ... | dunning_failed_payment_recover | 1 | true | false |
dunning_failed_payment_recover_1_1_4 | FinTech_Dunning | enterprise_incident_triage | FAANG_Production_v2 | # [EMGENA SENTINEL EVALUATION TIER - 50 SAMPLES]
You are viewing 50/500 verified production trajectories (Evaluation Slice).
450 production scenarios & 27 high-severity incident stacktraces are locked.
Instant unlock with 20 € off (Code LAUNCH20) -> https://emgena.com/trainingslager?product=dunning_failed_payment_recov... | You are an elite enterprise systems engineer and autonomous incident response specialist for Dunning Management, Payment Recovery, Stripe Smart Retries & Churn Reduction. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with diagnostic and remediation too... | [
{
"role": "system",
"content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Dunning Management, Payment Recovery, Stripe Smart Retries & Churn Reduction. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), ... | [
{
"role": "system",
"content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Dunning Management, Payment Recovery, Stripe Smart Retries & Churn Reduction. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), ... | dunning_failed_payment_recover | 1 | true | true |
dunning_failed_payment_recover_1_1_5 | FinTech_Dunning | enterprise_incident_triage | FAANG_Production_v2 | # [EMGENA SENTINEL EVALUATION TIER - 50 SAMPLES]
You are viewing 50/500 verified production trajectories (Evaluation Slice).
450 production scenarios & 27 high-severity incident stacktraces are locked.
Instant unlock with 20 € off (Code LAUNCH20) -> https://emgena.com/trainingslager?product=dunning_failed_payment_recov... | You are an elite enterprise systems engineer and autonomous incident response specialist for Dunning Management, Payment Recovery, Stripe Smart Retries & Churn Reduction. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with diagnostic and remediation too... | [
{
"role": "system",
"content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Dunning Management, Payment Recovery, Stripe Smart Retries & Churn Reduction. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), ... | [
{
"role": "system",
"content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Dunning Management, Payment Recovery, Stripe Smart Retries & Churn Reduction. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), ... | dunning_failed_payment_recover | 1 | true | false |
dunning_failed_payment_recover_1_2_1 | FinTech_Dunning | enterprise_incident_triage | FAANG_Production_v2 | # [EMGENA SENTINEL EVALUATION TIER - 50 SAMPLES]
You are viewing 50/500 verified production trajectories (Evaluation Slice).
450 production scenarios & 27 high-severity incident stacktraces are locked.
Instant unlock with 20 € off (Code LAUNCH20) -> https://emgena.com/trainingslager?product=dunning_failed_payment_recov... | You are an elite enterprise systems engineer and autonomous incident response specialist for Dunning Management, Payment Recovery, Stripe Smart Retries & Churn Reduction. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with diagnostic and remediation too... | [
{
"role": "system",
"content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Dunning Management, Payment Recovery, Stripe Smart Retries & Churn Reduction. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), ... | [
{
"role": "system",
"content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Dunning Management, Payment Recovery, Stripe Smart Retries & Churn Reduction. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), ... | dunning_failed_payment_recover | 1 | true | false |
dunning_failed_payment_recover_1_2_2 | FinTech_Dunning | enterprise_incident_triage | FAANG_Production_v2 | # [EMGENA SENTINEL EVALUATION TIER - 50 SAMPLES]
You are viewing 50/500 verified production trajectories (Evaluation Slice).
450 production scenarios & 27 high-severity incident stacktraces are locked.
Instant unlock with 20 € off (Code LAUNCH20) -> https://emgena.com/trainingslager?product=dunning_failed_payment_recov... | You are an elite enterprise systems engineer and autonomous incident response specialist for Dunning Management, Payment Recovery, Stripe Smart Retries & Churn Reduction. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with diagnostic and remediation too... | [
{
"role": "system",
"content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Dunning Management, Payment Recovery, Stripe Smart Retries & Churn Reduction. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), ... | [
{
"role": "system",
"content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Dunning Management, Payment Recovery, Stripe Smart Retries & Churn Reduction. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), ... | dunning_failed_payment_recover | 1 | true | false |
dunning_failed_payment_recover_1_2_3 | FinTech_Dunning | enterprise_incident_triage | FAANG_Production_v2 | # [EMGENA SENTINEL EVALUATION TIER - 50 SAMPLES]
You are viewing 50/500 verified production trajectories (Evaluation Slice).
450 production scenarios & 27 high-severity incident stacktraces are locked.
Instant unlock with 20 € off (Code LAUNCH20) -> https://emgena.com/trainingslager?product=dunning_failed_payment_recov... | You are an elite enterprise systems engineer and autonomous incident response specialist for Dunning Management, Payment Recovery, Stripe Smart Retries & Churn Reduction. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with diagnostic and remediation too... | [
{
"role": "system",
"content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Dunning Management, Payment Recovery, Stripe Smart Retries & Churn Reduction. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), ... | [
{
"role": "system",
"content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Dunning Management, Payment Recovery, Stripe Smart Retries & Churn Reduction. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), ... | dunning_failed_payment_recover | 1 | true | true |
dunning_failed_payment_recover_1_2_4 | FinTech_Dunning | enterprise_incident_triage | FAANG_Production_v2 | # [EMGENA SENTINEL EVALUATION TIER - 50 SAMPLES]
You are viewing 50/500 verified production trajectories (Evaluation Slice).
450 production scenarios & 27 high-severity incident stacktraces are locked.
Instant unlock with 20 € off (Code LAUNCH20) -> https://emgena.com/trainingslager?product=dunning_failed_payment_recov... | You are an elite enterprise systems engineer and autonomous incident response specialist for Dunning Management, Payment Recovery, Stripe Smart Retries & Churn Reduction. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with diagnostic and remediation too... | [
{
"role": "system",
"content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Dunning Management, Payment Recovery, Stripe Smart Retries & Churn Reduction. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), ... | [
{
"role": "system",
"content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Dunning Management, Payment Recovery, Stripe Smart Retries & Churn Reduction. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), ... | dunning_failed_payment_recover | 1 | true | false |
dunning_failed_payment_recover_1_2_5 | FinTech_Dunning | enterprise_incident_triage | FAANG_Production_v2 | # [EMGENA SENTINEL EVALUATION TIER - 50 SAMPLES]
You are viewing 50/500 verified production trajectories (Evaluation Slice).
450 production scenarios & 27 high-severity incident stacktraces are locked.
Instant unlock with 20 € off (Code LAUNCH20) -> https://emgena.com/trainingslager?product=dunning_failed_payment_recov... | You are an elite enterprise systems engineer and autonomous incident response specialist for Dunning Management, Payment Recovery, Stripe Smart Retries & Churn Reduction. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with diagnostic and remediation too... | [
{
"role": "system",
"content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Dunning Management, Payment Recovery, Stripe Smart Retries & Churn Reduction. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), ... | [
{
"role": "system",
"content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Dunning Management, Payment Recovery, Stripe Smart Retries & Churn Reduction. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), ... | dunning_failed_payment_recover | 1 | true | false |
End of preview. Expand in Data Studio
🛡️ FinTech - Smart Dunning Recovery & Grace Period Controller (50-Sample Evaluation Teaser)
⚡ Official Evaluation Teaser by Emgena AI Labs.
Contains 50 verified production trajectories for FinTech & SaaS Billing.
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Die vollständige Version enthält 500 AST-geprüfte Trajektorien, 30 Produktions-Incidents, den Zero-Dependency MCP Server (server.py), DPO-Präferenzpaare und BGB/EU AI Act Compliance.
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🛡️ MCP Quickstart (Free Community Edition)
# In Cursor oder Claude Desktop einbinden
python server_free.py
Verifiziert nach FAANG v2.5 Gold Standard von Emgena AI Labs.
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