Dataset Viewer
Auto-converted to Parquet Duplicate
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
swarm_subagent_delegator_1_1_1
Swarm_Delegation
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=swarm_subagent_delegator [I...
You are an elite enterprise systems engineer and autonomous incident response specialist for Multi-Agent Systems, Supervisor Orchestration, DAG Partitioning & Worker Delegation. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with diagnostic and remediat...
[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Multi-Agent Systems, Supervisor Orchestration, DAG Partitioning & Worker Delegation. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thou...
[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Multi-Agent Systems, Supervisor Orchestration, DAG Partitioning & Worker Delegation. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thou...
swarm_subagent_delegator
1
true
false
swarm_subagent_delegator_1_1_2
Swarm_Delegation
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=swarm_subagent_delegator [I...
You are an elite enterprise systems engineer and autonomous incident response specialist for Multi-Agent Systems, Supervisor Orchestration, DAG Partitioning & Worker Delegation. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with diagnostic and remediat...
[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Multi-Agent Systems, Supervisor Orchestration, DAG Partitioning & Worker Delegation. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thou...
[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Multi-Agent Systems, Supervisor Orchestration, DAG Partitioning & Worker Delegation. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thou...
swarm_subagent_delegator
1
true
false
swarm_subagent_delegator_1_1_3
Swarm_Delegation
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=swarm_subagent_delegator [I...
You are an elite enterprise systems engineer and autonomous incident response specialist for Multi-Agent Systems, Supervisor Orchestration, DAG Partitioning & Worker Delegation. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with diagnostic and remediat...
[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Multi-Agent Systems, Supervisor Orchestration, DAG Partitioning & Worker Delegation. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thou...
[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Multi-Agent Systems, Supervisor Orchestration, DAG Partitioning & Worker Delegation. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thou...
swarm_subagent_delegator
1
true
false
swarm_subagent_delegator_1_1_4
Swarm_Delegation
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=swarm_subagent_delegator [I...
You are an elite enterprise systems engineer and autonomous incident response specialist for Multi-Agent Systems, Supervisor Orchestration, DAG Partitioning & Worker Delegation. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with diagnostic and remediat...
[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Multi-Agent Systems, Supervisor Orchestration, DAG Partitioning & Worker Delegation. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thou...
[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Multi-Agent Systems, Supervisor Orchestration, DAG Partitioning & Worker Delegation. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thou...
swarm_subagent_delegator
1
true
true
swarm_subagent_delegator_1_1_5
Swarm_Delegation
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=swarm_subagent_delegator [I...
You are an elite enterprise systems engineer and autonomous incident response specialist for Multi-Agent Systems, Supervisor Orchestration, DAG Partitioning & Worker Delegation. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with diagnostic and remediat...
[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Multi-Agent Systems, Supervisor Orchestration, DAG Partitioning & Worker Delegation. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thou...
[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Multi-Agent Systems, Supervisor Orchestration, DAG Partitioning & Worker Delegation. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thou...
swarm_subagent_delegator
1
true
false
swarm_subagent_delegator_1_2_1
Swarm_Delegation
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=swarm_subagent_delegator [I...
You are an elite enterprise systems engineer and autonomous incident response specialist for Multi-Agent Systems, Supervisor Orchestration, DAG Partitioning & Worker Delegation. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with diagnostic and remediat...
[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Multi-Agent Systems, Supervisor Orchestration, DAG Partitioning & Worker Delegation. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thou...
[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Multi-Agent Systems, Supervisor Orchestration, DAG Partitioning & Worker Delegation. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thou...
swarm_subagent_delegator
1
true
false
swarm_subagent_delegator_1_2_2
Swarm_Delegation
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=swarm_subagent_delegator [I...
You are an elite enterprise systems engineer and autonomous incident response specialist for Multi-Agent Systems, Supervisor Orchestration, DAG Partitioning & Worker Delegation. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with diagnostic and remediat...
[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Multi-Agent Systems, Supervisor Orchestration, DAG Partitioning & Worker Delegation. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thou...
[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Multi-Agent Systems, Supervisor Orchestration, DAG Partitioning & Worker Delegation. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thou...
swarm_subagent_delegator
1
true
false
swarm_subagent_delegator_1_2_3
Swarm_Delegation
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=swarm_subagent_delegator [I...
You are an elite enterprise systems engineer and autonomous incident response specialist for Multi-Agent Systems, Supervisor Orchestration, DAG Partitioning & Worker Delegation. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with diagnostic and remediat...
[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Multi-Agent Systems, Supervisor Orchestration, DAG Partitioning & Worker Delegation. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thou...
[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Multi-Agent Systems, Supervisor Orchestration, DAG Partitioning & Worker Delegation. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thou...
swarm_subagent_delegator
1
true
true
swarm_subagent_delegator_1_2_4
Swarm_Delegation
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=swarm_subagent_delegator [I...
You are an elite enterprise systems engineer and autonomous incident response specialist for Multi-Agent Systems, Supervisor Orchestration, DAG Partitioning & Worker Delegation. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with diagnostic and remediat...
[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Multi-Agent Systems, Supervisor Orchestration, DAG Partitioning & Worker Delegation. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thou...
[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Multi-Agent Systems, Supervisor Orchestration, DAG Partitioning & Worker Delegation. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thou...
swarm_subagent_delegator
1
true
false
swarm_subagent_delegator_1_2_5
Swarm_Delegation
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=swarm_subagent_delegator [I...
You are an elite enterprise systems engineer and autonomous incident response specialist for Multi-Agent Systems, Supervisor Orchestration, DAG Partitioning & Worker Delegation. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with diagnostic and remediat...
[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Multi-Agent Systems, Supervisor Orchestration, DAG Partitioning & Worker Delegation. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thou...
[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Multi-Agent Systems, Supervisor Orchestration, DAG Partitioning & Worker Delegation. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thou...
swarm_subagent_delegator
1
true
false
swarm_subagent_delegator_1_3_1
Swarm_Delegation
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=swarm_subagent_delegator [I...
You are an elite enterprise systems engineer and autonomous incident response specialist for Multi-Agent Systems, Supervisor Orchestration, DAG Partitioning & Worker Delegation. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with diagnostic and remediat...
[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Multi-Agent Systems, Supervisor Orchestration, DAG Partitioning & Worker Delegation. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thou...
[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Multi-Agent Systems, Supervisor Orchestration, DAG Partitioning & Worker Delegation. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thou...
swarm_subagent_delegator
1
true
false
End of preview. Expand in Data Studio

🛡️ AgentOps - Hierarchical Swarm Subagent Delegator & Task DAG Router (50-Sample Evaluation Teaser)

⚡ Official Evaluation Teaser by Emgena AI Labs.
Contains 50 verified production trajectories for AgentOps & Swarms.
👉 🚀 Hol dir das vollständige Turnkey-Paket (500 Samples + AST MCP Guard) direkt bei EMGENA AI Labs
(Gutscheincode LAUNCH20 für 20 € Direktrabatt & sofortigen Download)


🎁 Full Enterprise MCP Suite (500 Trajektorien + Turnkey Zero-Latency Engine)

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.


🛡️ 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.

Downloads last month
21