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crewai_task_dependency_graph_cycle_interceptor_teaser

⚡ Official Next-Gen Agentic Infrastructure & Inference SRE Suite Teaser by Emgena AI Labs.
Contains 50 verified production trajectories for Multi-Agent Swarms & LangGraph.
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🌟 Enterprise USP & Features

Turnkey Enterprise Model Context Protocol (MCP) Guard for Cursor IDE & Claude Desktop. Protects against Multi-Agent Swarm Orchestration, Cyclic Graph Invariance & Byzantine Consensus SRE.

Deterministic In-IDE Guardrails: Validated across Cursor IDE and Claude Desktop.
100% AST Syntactic Validation (Zero Syntax Errors)
EU AI Act & EULA Compliance: Certified for enterprise deployment under Articles 50 & 53.

🎁 Full Enterprise MCP Suite

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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id stringlengths 56 56	incident_id stringlengths 54 54	domain stringclasses 1 value	messages listlengths 5 5
crewai_task_dependency_graph_cycle_interceptor_traj_0000	crewai_task_dependency_graph_cycle_interceptor_inc_001	Multi-Agent Swarm Orchestration, Cyclic Graph Invariance & Byzantine Consensus SRE	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Multi-Agent Swarm Orchestration, Cyclic Graph Invariance & Byzantine Consensus SRE. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { ...
crewai_task_dependency_graph_cycle_interceptor_traj_0001	crewai_task_dependency_graph_cycle_interceptor_inc_002	Multi-Agent Swarm Orchestration, Cyclic Graph Invariance & Byzantine Consensus SRE	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Multi-Agent Swarm Orchestration, Cyclic Graph Invariance & Byzantine Consensus SRE. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, {...
crewai_task_dependency_graph_cycle_interceptor_traj_0002	crewai_task_dependency_graph_cycle_interceptor_inc_003	Multi-Agent Swarm Orchestration, Cyclic Graph Invariance & Byzantine Consensus SRE	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Multi-Agent Swarm Orchestration, Cyclic Graph Invariance & Byzantine Consensus SRE. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role...
crewai_task_dependency_graph_cycle_interceptor_traj_0003	crewai_task_dependency_graph_cycle_interceptor_inc_004	Multi-Agent Swarm Orchestration, Cyclic Graph Invariance & Byzantine Consensus SRE	[ { "role": "system", "content": "You are an Enterprise SRE Sentinel operating under strict EU AI Act compliance. Diagnose incidents, execute diagnostic tools, and output production-ready remediations." }, { "role": "user", "content": "CRITICAL PRODUCTION ALERT in service 'crewai_task_dependency_g...
crewai_task_dependency_graph_cycle_interceptor_traj_0004	crewai_task_dependency_graph_cycle_interceptor_inc_005	Multi-Agent Swarm Orchestration, Cyclic Graph Invariance & Byzantine Consensus SRE	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Multi-Agent Swarm Orchestration, Cyclic Graph Invariance & Byzantine Consensus SRE. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { ...
crewai_task_dependency_graph_cycle_interceptor_traj_0005	crewai_task_dependency_graph_cycle_interceptor_inc_006	Multi-Agent Swarm Orchestration, Cyclic Graph Invariance & Byzantine Consensus SRE	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Multi-Agent Swarm Orchestration, Cyclic Graph Invariance & Byzantine Consensus SRE. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, {...
crewai_task_dependency_graph_cycle_interceptor_traj_0006	crewai_task_dependency_graph_cycle_interceptor_inc_007	Multi-Agent Swarm Orchestration, Cyclic Graph Invariance & Byzantine Consensus SRE	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Multi-Agent Swarm Orchestration, Cyclic Graph Invariance & Byzantine Consensus SRE. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role...
crewai_task_dependency_graph_cycle_interceptor_traj_0007	crewai_task_dependency_graph_cycle_interceptor_inc_008	Multi-Agent Swarm Orchestration, Cyclic Graph Invariance & Byzantine Consensus SRE	[ { "role": "system", "content": "You are an Enterprise SRE Sentinel operating under strict EU AI Act compliance. Diagnose incidents, execute diagnostic tools, and output production-ready remediations." }, { "role": "user", "content": "CRITICAL PRODUCTION ALERT in service 'crewai_task_dependency_g...
crewai_task_dependency_graph_cycle_interceptor_traj_0008	crewai_task_dependency_graph_cycle_interceptor_inc_009	Multi-Agent Swarm Orchestration, Cyclic Graph Invariance & Byzantine Consensus SRE	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Multi-Agent Swarm Orchestration, Cyclic Graph Invariance & Byzantine Consensus SRE. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { ...
crewai_task_dependency_graph_cycle_interceptor_traj_0009	crewai_task_dependency_graph_cycle_interceptor_inc_010	Multi-Agent Swarm Orchestration, Cyclic Graph Invariance & Byzantine Consensus SRE	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Multi-Agent Swarm Orchestration, Cyclic Graph Invariance & Byzantine Consensus SRE. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, {...
crewai_task_dependency_graph_cycle_interceptor_traj_0010	crewai_task_dependency_graph_cycle_interceptor_inc_011	Multi-Agent Swarm Orchestration, Cyclic Graph Invariance & Byzantine Consensus SRE	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Multi-Agent Swarm Orchestration, Cyclic Graph Invariance & Byzantine Consensus SRE. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role...
crewai_task_dependency_graph_cycle_interceptor_traj_0011	crewai_task_dependency_graph_cycle_interceptor_inc_012	Multi-Agent Swarm Orchestration, Cyclic Graph Invariance & Byzantine Consensus SRE	[ { "role": "system", "content": "You are an Enterprise SRE Sentinel operating under strict EU AI Act compliance. Diagnose incidents, execute diagnostic tools, and output production-ready remediations." }, { "role": "user", "content": "CRITICAL PRODUCTION ALERT in service 'crewai_task_dependency_g...
crewai_task_dependency_graph_cycle_interceptor_traj_0012	crewai_task_dependency_graph_cycle_interceptor_inc_013	Multi-Agent Swarm Orchestration, Cyclic Graph Invariance & Byzantine Consensus SRE	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Multi-Agent Swarm Orchestration, Cyclic Graph Invariance & Byzantine Consensus SRE. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { ...
crewai_task_dependency_graph_cycle_interceptor_traj_0013	crewai_task_dependency_graph_cycle_interceptor_inc_014	Multi-Agent Swarm Orchestration, Cyclic Graph Invariance & Byzantine Consensus SRE	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Multi-Agent Swarm Orchestration, Cyclic Graph Invariance & Byzantine Consensus SRE. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, {...
crewai_task_dependency_graph_cycle_interceptor_traj_0014	crewai_task_dependency_graph_cycle_interceptor_inc_015	Multi-Agent Swarm Orchestration, Cyclic Graph Invariance & Byzantine Consensus SRE	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Multi-Agent Swarm Orchestration, Cyclic Graph Invariance & Byzantine Consensus SRE. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role...
crewai_task_dependency_graph_cycle_interceptor_traj_0015	crewai_task_dependency_graph_cycle_interceptor_inc_016	Multi-Agent Swarm Orchestration, Cyclic Graph Invariance & Byzantine Consensus SRE	[ { "role": "system", "content": "You are an Enterprise SRE Sentinel operating under strict EU AI Act compliance. Diagnose incidents, execute diagnostic tools, and output production-ready remediations." }, { "role": "user", "content": "CRITICAL PRODUCTION ALERT in service 'crewai_task_dependency_g...
crewai_task_dependency_graph_cycle_interceptor_traj_0016	crewai_task_dependency_graph_cycle_interceptor_inc_017	Multi-Agent Swarm Orchestration, Cyclic Graph Invariance & Byzantine Consensus SRE	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Multi-Agent Swarm Orchestration, Cyclic Graph Invariance & Byzantine Consensus SRE. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { ...
crewai_task_dependency_graph_cycle_interceptor_traj_0017	crewai_task_dependency_graph_cycle_interceptor_inc_018	Multi-Agent Swarm Orchestration, Cyclic Graph Invariance & Byzantine Consensus SRE	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Multi-Agent Swarm Orchestration, Cyclic Graph Invariance & Byzantine Consensus SRE. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, {...
crewai_task_dependency_graph_cycle_interceptor_traj_0018	crewai_task_dependency_graph_cycle_interceptor_inc_019	Multi-Agent Swarm Orchestration, Cyclic Graph Invariance & Byzantine Consensus SRE	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Multi-Agent Swarm Orchestration, Cyclic Graph Invariance & Byzantine Consensus SRE. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role...
crewai_task_dependency_graph_cycle_interceptor_traj_0019	crewai_task_dependency_graph_cycle_interceptor_inc_020	Multi-Agent Swarm Orchestration, Cyclic Graph Invariance & Byzantine Consensus SRE	[ { "role": "system", "content": "You are an Enterprise SRE Sentinel operating under strict EU AI Act compliance. Diagnose incidents, execute diagnostic tools, and output production-ready remediations." }, { "role": "user", "content": "CRITICAL PRODUCTION ALERT in service 'crewai_task_dependency_g...
crewai_task_dependency_graph_cycle_interceptor_traj_0020	crewai_task_dependency_graph_cycle_interceptor_inc_021	Multi-Agent Swarm Orchestration, Cyclic Graph Invariance & Byzantine Consensus SRE	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Multi-Agent Swarm Orchestration, Cyclic Graph Invariance & Byzantine Consensus SRE. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { ...
crewai_task_dependency_graph_cycle_interceptor_traj_0021	crewai_task_dependency_graph_cycle_interceptor_inc_022	Multi-Agent Swarm Orchestration, Cyclic Graph Invariance & Byzantine Consensus SRE	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Multi-Agent Swarm Orchestration, Cyclic Graph Invariance & Byzantine Consensus SRE. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, {...
crewai_task_dependency_graph_cycle_interceptor_traj_0022	crewai_task_dependency_graph_cycle_interceptor_inc_023	Multi-Agent Swarm Orchestration, Cyclic Graph Invariance & Byzantine Consensus SRE	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Multi-Agent Swarm Orchestration, Cyclic Graph Invariance & Byzantine Consensus SRE. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role...
crewai_task_dependency_graph_cycle_interceptor_traj_0023	crewai_task_dependency_graph_cycle_interceptor_inc_024	Multi-Agent Swarm Orchestration, Cyclic Graph Invariance & Byzantine Consensus SRE	[ { "role": "system", "content": "You are an Enterprise SRE Sentinel operating under strict EU AI Act compliance. Diagnose incidents, execute diagnostic tools, and output production-ready remediations." }, { "role": "user", "content": "CRITICAL PRODUCTION ALERT in service 'crewai_task_dependency_g...
crewai_task_dependency_graph_cycle_interceptor_traj_0024	crewai_task_dependency_graph_cycle_interceptor_inc_025	Multi-Agent Swarm Orchestration, Cyclic Graph Invariance & Byzantine Consensus SRE	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Multi-Agent Swarm Orchestration, Cyclic Graph Invariance & Byzantine Consensus SRE. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { ...
crewai_task_dependency_graph_cycle_interceptor_traj_0025	crewai_task_dependency_graph_cycle_interceptor_inc_026	Multi-Agent Swarm Orchestration, Cyclic Graph Invariance & Byzantine Consensus SRE	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Multi-Agent Swarm Orchestration, Cyclic Graph Invariance & Byzantine Consensus SRE. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, {...
crewai_task_dependency_graph_cycle_interceptor_traj_0026	crewai_task_dependency_graph_cycle_interceptor_inc_027	Multi-Agent Swarm Orchestration, Cyclic Graph Invariance & Byzantine Consensus SRE	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Multi-Agent Swarm Orchestration, Cyclic Graph Invariance & Byzantine Consensus SRE. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role...
crewai_task_dependency_graph_cycle_interceptor_traj_0027	crewai_task_dependency_graph_cycle_interceptor_inc_028	Multi-Agent Swarm Orchestration, Cyclic Graph Invariance & Byzantine Consensus SRE	[ { "role": "system", "content": "You are an Enterprise SRE Sentinel operating under strict EU AI Act compliance. Diagnose incidents, execute diagnostic tools, and output production-ready remediations." }, { "role": "user", "content": "CRITICAL PRODUCTION ALERT in service 'crewai_task_dependency_g...
crewai_task_dependency_graph_cycle_interceptor_traj_0028	crewai_task_dependency_graph_cycle_interceptor_inc_029	Multi-Agent Swarm Orchestration, Cyclic Graph Invariance & Byzantine Consensus SRE	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Multi-Agent Swarm Orchestration, Cyclic Graph Invariance & Byzantine Consensus SRE. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { ...
crewai_task_dependency_graph_cycle_interceptor_traj_0029	crewai_task_dependency_graph_cycle_interceptor_inc_030	Multi-Agent Swarm Orchestration, Cyclic Graph Invariance & Byzantine Consensus SRE	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Multi-Agent Swarm Orchestration, Cyclic Graph Invariance & Byzantine Consensus SRE. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, {...
crewai_task_dependency_graph_cycle_interceptor_traj_0030	crewai_task_dependency_graph_cycle_interceptor_inc_001	Multi-Agent Swarm Orchestration, Cyclic Graph Invariance & Byzantine Consensus SRE	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Multi-Agent Swarm Orchestration, Cyclic Graph Invariance & Byzantine Consensus SRE. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role...
crewai_task_dependency_graph_cycle_interceptor_traj_0031	crewai_task_dependency_graph_cycle_interceptor_inc_002	Multi-Agent Swarm Orchestration, Cyclic Graph Invariance & Byzantine Consensus SRE	[ { "role": "system", "content": "You are an Enterprise SRE Sentinel operating under strict EU AI Act compliance. Diagnose incidents, execute diagnostic tools, and output production-ready remediations." }, { "role": "user", "content": "CRITICAL PRODUCTION ALERT in service 'crewai_task_dependency_g...
crewai_task_dependency_graph_cycle_interceptor_traj_0032	crewai_task_dependency_graph_cycle_interceptor_inc_003	Multi-Agent Swarm Orchestration, Cyclic Graph Invariance & Byzantine Consensus SRE	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Multi-Agent Swarm Orchestration, Cyclic Graph Invariance & Byzantine Consensus SRE. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { ...
crewai_task_dependency_graph_cycle_interceptor_traj_0033	crewai_task_dependency_graph_cycle_interceptor_inc_004	Multi-Agent Swarm Orchestration, Cyclic Graph Invariance & Byzantine Consensus SRE	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Multi-Agent Swarm Orchestration, Cyclic Graph Invariance & Byzantine Consensus SRE. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, {...
crewai_task_dependency_graph_cycle_interceptor_traj_0034	crewai_task_dependency_graph_cycle_interceptor_inc_005	Multi-Agent Swarm Orchestration, Cyclic Graph Invariance & Byzantine Consensus SRE	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Multi-Agent Swarm Orchestration, Cyclic Graph Invariance & Byzantine Consensus SRE. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role...
crewai_task_dependency_graph_cycle_interceptor_traj_0035	crewai_task_dependency_graph_cycle_interceptor_inc_006	Multi-Agent Swarm Orchestration, Cyclic Graph Invariance & Byzantine Consensus SRE	[ { "role": "system", "content": "You are an Enterprise SRE Sentinel operating under strict EU AI Act compliance. Diagnose incidents, execute diagnostic tools, and output production-ready remediations." }, { "role": "user", "content": "CRITICAL PRODUCTION ALERT in service 'crewai_task_dependency_g...
crewai_task_dependency_graph_cycle_interceptor_traj_0036	crewai_task_dependency_graph_cycle_interceptor_inc_007	Multi-Agent Swarm Orchestration, Cyclic Graph Invariance & Byzantine Consensus SRE	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Multi-Agent Swarm Orchestration, Cyclic Graph Invariance & Byzantine Consensus SRE. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { ...
crewai_task_dependency_graph_cycle_interceptor_traj_0037	crewai_task_dependency_graph_cycle_interceptor_inc_008	Multi-Agent Swarm Orchestration, Cyclic Graph Invariance & Byzantine Consensus SRE	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Multi-Agent Swarm Orchestration, Cyclic Graph Invariance & Byzantine Consensus SRE. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, {...
crewai_task_dependency_graph_cycle_interceptor_traj_0038	crewai_task_dependency_graph_cycle_interceptor_inc_009	Multi-Agent Swarm Orchestration, Cyclic Graph Invariance & Byzantine Consensus SRE	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Multi-Agent Swarm Orchestration, Cyclic Graph Invariance & Byzantine Consensus SRE. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role...
crewai_task_dependency_graph_cycle_interceptor_traj_0039	crewai_task_dependency_graph_cycle_interceptor_inc_010	Multi-Agent Swarm Orchestration, Cyclic Graph Invariance & Byzantine Consensus SRE	[ { "role": "system", "content": "You are an Enterprise SRE Sentinel operating under strict EU AI Act compliance. Diagnose incidents, execute diagnostic tools, and output production-ready remediations." }, { "role": "user", "content": "CRITICAL PRODUCTION ALERT in service 'crewai_task_dependency_g...