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 |
|---|---|---|---|---|---|---|---|---|---|---|---|
agent_infinite_planning_loop_terminator_1_1_1 | agent_loop_terminator | enterprise_incident_triage | FAANG_Production_v2 | ⚡ OFFICIAL EVALUATION TEASER | Full Production Dataset on Gumroad: https://bacardy.gumroad.com/l/mvmvlv | Use Code LAUNCH20 for 20 € off at https://emgena.com/trainingslager | You are an elite enterprise systems engineer and autonomous incident response specialist for Autonomous Agent Reliability, ReAct Action Thrashing Detection, N-Gram Action Repeat Elimination & Hard Token Exhaustion Circuit Breakers. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thou... | [
{
"role": "system",
"content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Autonomous Agent Reliability, ReAct Action Thrashing Detection, N-Gram Action Repeat Elimination & Hard Token Exhaustion Circuit Breakers. You analyze raw incident telemetry, diagnose... | [
{
"role": "system",
"content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Autonomous Agent Reliability, ReAct Action Thrashing Detection, N-Gram Action Repeat Elimination & Hard Token Exhaustion Circuit Breakers. You analyze raw incident telemetry, diagnose... | agent_infinite_planning_loop_terminator | 1 | true | false |
agent_infinite_planning_loop_terminator_1_1_2 | agent_loop_terminator | enterprise_incident_triage | FAANG_Production_v2 | [INCIDENT_ALERT #1002] SEVERITY: CRITICAL | CLUSTER: prod-eu-west-1 | SERVICE: agent-infinite-planning-loop-terminator
Timestamp: 2026-09-14T13:00:11Z
Source: Prometheus Alertmanager / PagerDuty Incident Triage
Operational Context: under high concurrent peak throughput (>10k req/sec)
Alert Payload:
{
"alert_name": "... | You are an elite enterprise systems engineer and autonomous incident response specialist for Autonomous Agent Reliability, ReAct Action Thrashing Detection, N-Gram Action Repeat Elimination & Hard Token Exhaustion Circuit Breakers. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thou... | [
{
"role": "system",
"content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Autonomous Agent Reliability, ReAct Action Thrashing Detection, N-Gram Action Repeat Elimination & Hard Token Exhaustion Circuit Breakers. You analyze raw incident telemetry, diagnose... | [
{
"role": "system",
"content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Autonomous Agent Reliability, ReAct Action Thrashing Detection, N-Gram Action Repeat Elimination & Hard Token Exhaustion Circuit Breakers. You analyze raw incident telemetry, diagnose... | agent_infinite_planning_loop_terminator | 1 | true | false |
agent_infinite_planning_loop_terminator_1_1_3 | agent_loop_terminator | enterprise_incident_triage | FAANG_Production_v2 | [INCIDENT_ALERT #1003] SEVERITY: CRITICAL | CLUSTER: prod-eu-west-1 | SERVICE: agent-infinite-planning-loop-terminator
Timestamp: 2026-09-14T13:00:22Z
Source: Prometheus Alertmanager / PagerDuty Incident Triage
Operational Context: under high concurrent peak throughput (>10k req/sec)
Alert Payload:
{
"alert_name": "... | You are an elite enterprise systems engineer and autonomous incident response specialist for Autonomous Agent Reliability, ReAct Action Thrashing Detection, N-Gram Action Repeat Elimination & Hard Token Exhaustion Circuit Breakers. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thou... | [
{
"role": "system",
"content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Autonomous Agent Reliability, ReAct Action Thrashing Detection, N-Gram Action Repeat Elimination & Hard Token Exhaustion Circuit Breakers. You analyze raw incident telemetry, diagnose... | [
{
"role": "system",
"content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Autonomous Agent Reliability, ReAct Action Thrashing Detection, N-Gram Action Repeat Elimination & Hard Token Exhaustion Circuit Breakers. You analyze raw incident telemetry, diagnose... | agent_infinite_planning_loop_terminator | 1 | true | false |
agent_infinite_planning_loop_terminator_1_1_4 | agent_loop_terminator | enterprise_incident_triage | FAANG_Production_v2 | [INCIDENT_ALERT #1004] SEVERITY: CRITICAL | CLUSTER: prod-eu-west-1 | SERVICE: agent-infinite-planning-loop-terminator
Timestamp: 2026-09-14T13:00:33Z
Source: Prometheus Alertmanager / PagerDuty Incident Triage
Operational Context: under high concurrent peak throughput (>10k req/sec)
Alert Payload:
{
"alert_name": "... | You are an elite enterprise systems engineer and autonomous incident response specialist for Autonomous Agent Reliability, ReAct Action Thrashing Detection, N-Gram Action Repeat Elimination & Hard Token Exhaustion Circuit Breakers. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thou... | [
{
"role": "system",
"content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Autonomous Agent Reliability, ReAct Action Thrashing Detection, N-Gram Action Repeat Elimination & Hard Token Exhaustion Circuit Breakers. You analyze raw incident telemetry, diagnose... | [
{
"role": "system",
"content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Autonomous Agent Reliability, ReAct Action Thrashing Detection, N-Gram Action Repeat Elimination & Hard Token Exhaustion Circuit Breakers. You analyze raw incident telemetry, diagnose... | agent_infinite_planning_loop_terminator | 1 | true | true |
agent_infinite_planning_loop_terminator_1_1_5 | agent_loop_terminator | enterprise_incident_triage | FAANG_Production_v2 | [INCIDENT_ALERT #1005] SEVERITY: CRITICAL | CLUSTER: prod-eu-west-1 | SERVICE: agent-infinite-planning-loop-terminator
Timestamp: 2026-09-14T13:00:44Z
Source: Prometheus Alertmanager / PagerDuty Incident Triage
Operational Context: under high concurrent peak throughput (>10k req/sec)
Alert Payload:
{
"alert_name": "... | You are an elite enterprise systems engineer and autonomous incident response specialist for Autonomous Agent Reliability, ReAct Action Thrashing Detection, N-Gram Action Repeat Elimination & Hard Token Exhaustion Circuit Breakers. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thou... | [
{
"role": "system",
"content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Autonomous Agent Reliability, ReAct Action Thrashing Detection, N-Gram Action Repeat Elimination & Hard Token Exhaustion Circuit Breakers. You analyze raw incident telemetry, diagnose... | [
{
"role": "system",
"content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Autonomous Agent Reliability, ReAct Action Thrashing Detection, N-Gram Action Repeat Elimination & Hard Token Exhaustion Circuit Breakers. You analyze raw incident telemetry, diagnose... | agent_infinite_planning_loop_terminator | 1 | true | false |
agent_infinite_planning_loop_terminator_1_2_1 | agent_loop_terminator | enterprise_incident_triage | FAANG_Production_v2 | [INCIDENT_ALERT #1006] SEVERITY: CRITICAL | CLUSTER: prod-eu-west-1 | SERVICE: agent-infinite-planning-loop-terminator
Timestamp: 2026-09-14T13:05:00Z
Source: Prometheus Alertmanager / PagerDuty Incident Triage
Operational Context: during multi-tenant resource isolation contention
Alert Payload:
{
"alert_name": "age... | You are an elite enterprise systems engineer and autonomous incident response specialist for Autonomous Agent Reliability, ReAct Action Thrashing Detection, N-Gram Action Repeat Elimination & Hard Token Exhaustion Circuit Breakers. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thou... | [
{
"role": "system",
"content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Autonomous Agent Reliability, ReAct Action Thrashing Detection, N-Gram Action Repeat Elimination & Hard Token Exhaustion Circuit Breakers. You analyze raw incident telemetry, diagnose... | [
{
"role": "system",
"content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Autonomous Agent Reliability, ReAct Action Thrashing Detection, N-Gram Action Repeat Elimination & Hard Token Exhaustion Circuit Breakers. You analyze raw incident telemetry, diagnose... | agent_infinite_planning_loop_terminator | 1 | true | false |
agent_infinite_planning_loop_terminator_1_2_2 | agent_loop_terminator | enterprise_incident_triage | FAANG_Production_v2 | [INCIDENT_ALERT #1007] SEVERITY: CRITICAL | CLUSTER: prod-eu-west-1 | SERVICE: agent-infinite-planning-loop-terminator
Timestamp: 2026-09-14T13:05:11Z
Source: Prometheus Alertmanager / PagerDuty Incident Triage
Operational Context: during multi-tenant resource isolation contention
Alert Payload:
{
"alert_name": "age... | You are an elite enterprise systems engineer and autonomous incident response specialist for Autonomous Agent Reliability, ReAct Action Thrashing Detection, N-Gram Action Repeat Elimination & Hard Token Exhaustion Circuit Breakers. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thou... | [
{
"role": "system",
"content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Autonomous Agent Reliability, ReAct Action Thrashing Detection, N-Gram Action Repeat Elimination & Hard Token Exhaustion Circuit Breakers. You analyze raw incident telemetry, diagnose... | [
{
"role": "system",
"content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Autonomous Agent Reliability, ReAct Action Thrashing Detection, N-Gram Action Repeat Elimination & Hard Token Exhaustion Circuit Breakers. You analyze raw incident telemetry, diagnose... | agent_infinite_planning_loop_terminator | 1 | true | false |
agent_infinite_planning_loop_terminator_1_2_3 | agent_loop_terminator | enterprise_incident_triage | FAANG_Production_v2 | [INCIDENT_ALERT #1008] SEVERITY: CRITICAL | CLUSTER: prod-eu-west-1 | SERVICE: agent-infinite-planning-loop-terminator
Timestamp: 2026-09-14T13:05:22Z
Source: Prometheus Alertmanager / PagerDuty Incident Triage
Operational Context: during multi-tenant resource isolation contention
Alert Payload:
{
"alert_name": "age... | You are an elite enterprise systems engineer and autonomous incident response specialist for Autonomous Agent Reliability, ReAct Action Thrashing Detection, N-Gram Action Repeat Elimination & Hard Token Exhaustion Circuit Breakers. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thou... | [
{
"role": "system",
"content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Autonomous Agent Reliability, ReAct Action Thrashing Detection, N-Gram Action Repeat Elimination & Hard Token Exhaustion Circuit Breakers. You analyze raw incident telemetry, diagnose... | [
{
"role": "system",
"content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Autonomous Agent Reliability, ReAct Action Thrashing Detection, N-Gram Action Repeat Elimination & Hard Token Exhaustion Circuit Breakers. You analyze raw incident telemetry, diagnose... | agent_infinite_planning_loop_terminator | 1 | true | true |
agent_infinite_planning_loop_terminator_1_2_4 | agent_loop_terminator | enterprise_incident_triage | FAANG_Production_v2 | [INCIDENT_ALERT #1009] SEVERITY: CRITICAL | CLUSTER: prod-eu-west-1 | SERVICE: agent-infinite-planning-loop-terminator
Timestamp: 2026-09-14T13:05:33Z
Source: Prometheus Alertmanager / PagerDuty Incident Triage
Operational Context: during multi-tenant resource isolation contention
Alert Payload:
{
"alert_name": "age... | You are an elite enterprise systems engineer and autonomous incident response specialist for Autonomous Agent Reliability, ReAct Action Thrashing Detection, N-Gram Action Repeat Elimination & Hard Token Exhaustion Circuit Breakers. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thou... | [
{
"role": "system",
"content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Autonomous Agent Reliability, ReAct Action Thrashing Detection, N-Gram Action Repeat Elimination & Hard Token Exhaustion Circuit Breakers. You analyze raw incident telemetry, diagnose... | [
{
"role": "system",
"content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Autonomous Agent Reliability, ReAct Action Thrashing Detection, N-Gram Action Repeat Elimination & Hard Token Exhaustion Circuit Breakers. You analyze raw incident telemetry, diagnose... | agent_infinite_planning_loop_terminator | 1 | true | false |
agent_infinite_planning_loop_terminator_1_2_5 | agent_loop_terminator | enterprise_incident_triage | FAANG_Production_v2 | [INCIDENT_ALERT #1010] SEVERITY: CRITICAL | CLUSTER: prod-eu-west-1 | SERVICE: agent-infinite-planning-loop-terminator
Timestamp: 2026-09-14T13:05:44Z
Source: Prometheus Alertmanager / PagerDuty Incident Triage
Operational Context: during multi-tenant resource isolation contention
Alert Payload:
{
"alert_name": "age... | You are an elite enterprise systems engineer and autonomous incident response specialist for Autonomous Agent Reliability, ReAct Action Thrashing Detection, N-Gram Action Repeat Elimination & Hard Token Exhaustion Circuit Breakers. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thou... | [
{
"role": "system",
"content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Autonomous Agent Reliability, ReAct Action Thrashing Detection, N-Gram Action Repeat Elimination & Hard Token Exhaustion Circuit Breakers. You analyze raw incident telemetry, diagnose... | [
{
"role": "system",
"content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Autonomous Agent Reliability, ReAct Action Thrashing Detection, N-Gram Action Repeat Elimination & Hard Token Exhaustion Circuit Breakers. You analyze raw incident telemetry, diagnose... | agent_infinite_planning_loop_terminator | 1 | true | false |
agent_infinite_planning_loop_terminator_1_3_1 | agent_loop_terminator | enterprise_incident_triage | FAANG_Production_v2 | [INCIDENT_ALERT #1011] SEVERITY: CRITICAL | CLUSTER: prod-eu-west-1 | SERVICE: agent-infinite-planning-loop-terminator
Timestamp: 2026-09-14T13:10:00Z
Source: Prometheus Alertmanager / PagerDuty Incident Triage
Operational Context: during multi-region zero-downtime failover
Alert Payload:
{
"alert_name": "agent-infi... | You are an elite enterprise systems engineer and autonomous incident response specialist for Autonomous Agent Reliability, ReAct Action Thrashing Detection, N-Gram Action Repeat Elimination & Hard Token Exhaustion Circuit Breakers. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thou... | [
{
"role": "system",
"content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Autonomous Agent Reliability, ReAct Action Thrashing Detection, N-Gram Action Repeat Elimination & Hard Token Exhaustion Circuit Breakers. You analyze raw incident telemetry, diagnose... | [
{
"role": "system",
"content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Autonomous Agent Reliability, ReAct Action Thrashing Detection, N-Gram Action Repeat Elimination & Hard Token Exhaustion Circuit Breakers. You analyze raw incident telemetry, diagnose... | agent_infinite_planning_loop_terminator | 1 | true | false |
End of preview. Expand in Data Studio
YAML Metadata Warning:The task_categories "conversational" is not in the official list: text-classification, token-classification, table-question-answering, question-answering, zero-shot-classification, translation, summarization, feature-extraction, text-generation, fill-mask, sentence-similarity, text-to-speech, text-to-audio, automatic-speech-recognition, audio-to-audio, audio-classification, audio-text-to-text, voice-activity-detection, depth-estimation, image-classification, object-detection, image-segmentation, text-to-image, image-to-text, image-to-image, image-to-video, unconditional-image-generation, video-classification, reinforcement-learning, robotics, tabular-classification, tabular-regression, tabular-to-text, table-to-text, multiple-choice, text-ranking, text-retrieval, time-series-forecasting, text-to-video, image-text-to-text, image-text-to-image, image-text-to-video, visual-question-answering, document-question-answering, zero-shot-image-classification, graph-ml, mask-generation, zero-shot-object-detection, text-to-3d, image-to-3d, image-feature-extraction, video-text-to-text, keypoint-detection, visual-document-retrieval, any-to-any, video-to-video, other
🚀 AI Safety - Agent Infinite Planning Loop & Self-Recursion Terminator (Evaluation Teaser)
⚡ Official Free Evaluation Teaser (50 Verified Multi-Turn Scenarios)
🏆 Get the Full Production Package (500 Samples) & Commercial EULA on Gumroad:
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🌟 Domain Focus & Capabilities
Terminates runaway reasoning loops, cyclic tool-call recursion, and infinite reflection drift in autonomous AI agents.
- FAANG Version 2.0 Architectural Standard
- 100% AST Syntactic Validation (Zero Syntax Errors)
- Multi-Turn Thought Reasoning Chain
- 25% Self-Healing Failure Recovery Injections
📦 Full Package Highlights (Available on Gumroad):
- Full Production Parquet: 500 multi-turn scenarios with zero-crop architecture.
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verify_dataset.py. - EU AI Act & EULA Compliance: Certified for enterprise deployment under Articles 50 & 53.
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