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cot_circular_reflection_subgraph_breaker_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)

🌟 Enterprise USP & Features

Turnkey Enterprise Model Context Protocol (MCP) Guard for Cursor IDE & Claude Desktop. Protects against Agentic Reasoning, Circular Reflection Loops, Semantic Thought Hashing & State Breakers.

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.

🛒 Vollständiges Paket kaufen: EMGENA AI Labs Store
🏷️ 20 € Rabatt-Gutschein: LAUNCH20
🌐 Offizieller Webshop: https://emgena.com/trainingslager

🛡️ 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: 50

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Total file size:

1.13 MB

id stringlengths 50 50	incident_id stringlengths 48 48	domain stringclasses 1 value	messages listlengths 5 5
cot_circular_reflection_subgraph_breaker_traj_0000	cot_circular_reflection_subgraph_breaker_inc_001	Agentic Reasoning, Circular Reflection Loops, Semantic Thought Hashing & State Breakers	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Agentic Reasoning, Circular Reflection Loops, Semantic Thought Hashing & State Breakers. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, ...
cot_circular_reflection_subgraph_breaker_traj_0001	cot_circular_reflection_subgraph_breaker_inc_002	Agentic Reasoning, Circular Reflection Loops, Semantic Thought Hashing & State Breakers	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Agentic Reasoning, Circular Reflection Loops, Semantic Thought Hashing & State Breakers. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }...
cot_circular_reflection_subgraph_breaker_traj_0002	cot_circular_reflection_subgraph_breaker_inc_003	Agentic Reasoning, Circular Reflection Loops, Semantic Thought Hashing & State Breakers	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Agentic Reasoning, Circular Reflection Loops, Semantic Thought Hashing & State Breakers. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { ...
cot_circular_reflection_subgraph_breaker_traj_0003	cot_circular_reflection_subgraph_breaker_inc_004	Agentic Reasoning, Circular Reflection Loops, Semantic Thought Hashing & State Breakers	[ { "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 'cot_circular_reflection_...
cot_circular_reflection_subgraph_breaker_traj_0004	cot_circular_reflection_subgraph_breaker_inc_005	Agentic Reasoning, Circular Reflection Loops, Semantic Thought Hashing & State Breakers	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Agentic Reasoning, Circular Reflection Loops, Semantic Thought Hashing & State Breakers. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, ...
cot_circular_reflection_subgraph_breaker_traj_0005	cot_circular_reflection_subgraph_breaker_inc_006	Agentic Reasoning, Circular Reflection Loops, Semantic Thought Hashing & State Breakers	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Agentic Reasoning, Circular Reflection Loops, Semantic Thought Hashing & State Breakers. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }...
cot_circular_reflection_subgraph_breaker_traj_0006	cot_circular_reflection_subgraph_breaker_inc_007	Agentic Reasoning, Circular Reflection Loops, Semantic Thought Hashing & State Breakers	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Agentic Reasoning, Circular Reflection Loops, Semantic Thought Hashing & State Breakers. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { ...
cot_circular_reflection_subgraph_breaker_traj_0007	cot_circular_reflection_subgraph_breaker_inc_008	Agentic Reasoning, Circular Reflection Loops, Semantic Thought Hashing & State Breakers	[ { "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 'cot_circular_reflection_...
cot_circular_reflection_subgraph_breaker_traj_0008	cot_circular_reflection_subgraph_breaker_inc_009	Agentic Reasoning, Circular Reflection Loops, Semantic Thought Hashing & State Breakers	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Agentic Reasoning, Circular Reflection Loops, Semantic Thought Hashing & State Breakers. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, ...
cot_circular_reflection_subgraph_breaker_traj_0009	cot_circular_reflection_subgraph_breaker_inc_010	Agentic Reasoning, Circular Reflection Loops, Semantic Thought Hashing & State Breakers	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Agentic Reasoning, Circular Reflection Loops, Semantic Thought Hashing & State Breakers. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }...
cot_circular_reflection_subgraph_breaker_traj_0010	cot_circular_reflection_subgraph_breaker_inc_011	Agentic Reasoning, Circular Reflection Loops, Semantic Thought Hashing & State Breakers	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Agentic Reasoning, Circular Reflection Loops, Semantic Thought Hashing & State Breakers. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { ...
cot_circular_reflection_subgraph_breaker_traj_0011	cot_circular_reflection_subgraph_breaker_inc_012	Agentic Reasoning, Circular Reflection Loops, Semantic Thought Hashing & State Breakers	[ { "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 'cot_circular_reflection_...
cot_circular_reflection_subgraph_breaker_traj_0012	cot_circular_reflection_subgraph_breaker_inc_013	Agentic Reasoning, Circular Reflection Loops, Semantic Thought Hashing & State Breakers	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Agentic Reasoning, Circular Reflection Loops, Semantic Thought Hashing & State Breakers. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, ...
cot_circular_reflection_subgraph_breaker_traj_0013	cot_circular_reflection_subgraph_breaker_inc_014	Agentic Reasoning, Circular Reflection Loops, Semantic Thought Hashing & State Breakers	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Agentic Reasoning, Circular Reflection Loops, Semantic Thought Hashing & State Breakers. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }...
cot_circular_reflection_subgraph_breaker_traj_0014	cot_circular_reflection_subgraph_breaker_inc_015	Agentic Reasoning, Circular Reflection Loops, Semantic Thought Hashing & State Breakers	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Agentic Reasoning, Circular Reflection Loops, Semantic Thought Hashing & State Breakers. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { ...
cot_circular_reflection_subgraph_breaker_traj_0015	cot_circular_reflection_subgraph_breaker_inc_016	Agentic Reasoning, Circular Reflection Loops, Semantic Thought Hashing & State Breakers	[ { "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 'cot_circular_reflection_...
cot_circular_reflection_subgraph_breaker_traj_0016	cot_circular_reflection_subgraph_breaker_inc_017	Agentic Reasoning, Circular Reflection Loops, Semantic Thought Hashing & State Breakers	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Agentic Reasoning, Circular Reflection Loops, Semantic Thought Hashing & State Breakers. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, ...
cot_circular_reflection_subgraph_breaker_traj_0017	cot_circular_reflection_subgraph_breaker_inc_018	Agentic Reasoning, Circular Reflection Loops, Semantic Thought Hashing & State Breakers	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Agentic Reasoning, Circular Reflection Loops, Semantic Thought Hashing & State Breakers. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }...
cot_circular_reflection_subgraph_breaker_traj_0018	cot_circular_reflection_subgraph_breaker_inc_019	Agentic Reasoning, Circular Reflection Loops, Semantic Thought Hashing & State Breakers	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Agentic Reasoning, Circular Reflection Loops, Semantic Thought Hashing & State Breakers. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { ...
cot_circular_reflection_subgraph_breaker_traj_0019	cot_circular_reflection_subgraph_breaker_inc_020	Agentic Reasoning, Circular Reflection Loops, Semantic Thought Hashing & State Breakers	[ { "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 'cot_circular_reflection_...
cot_circular_reflection_subgraph_breaker_traj_0020	cot_circular_reflection_subgraph_breaker_inc_021	Agentic Reasoning, Circular Reflection Loops, Semantic Thought Hashing & State Breakers	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Agentic Reasoning, Circular Reflection Loops, Semantic Thought Hashing & State Breakers. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, ...
cot_circular_reflection_subgraph_breaker_traj_0021	cot_circular_reflection_subgraph_breaker_inc_022	Agentic Reasoning, Circular Reflection Loops, Semantic Thought Hashing & State Breakers	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Agentic Reasoning, Circular Reflection Loops, Semantic Thought Hashing & State Breakers. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }...
cot_circular_reflection_subgraph_breaker_traj_0022	cot_circular_reflection_subgraph_breaker_inc_023	Agentic Reasoning, Circular Reflection Loops, Semantic Thought Hashing & State Breakers	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Agentic Reasoning, Circular Reflection Loops, Semantic Thought Hashing & State Breakers. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { ...
cot_circular_reflection_subgraph_breaker_traj_0023	cot_circular_reflection_subgraph_breaker_inc_024	Agentic Reasoning, Circular Reflection Loops, Semantic Thought Hashing & State Breakers	[ { "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 'cot_circular_reflection_...
cot_circular_reflection_subgraph_breaker_traj_0024	cot_circular_reflection_subgraph_breaker_inc_025	Agentic Reasoning, Circular Reflection Loops, Semantic Thought Hashing & State Breakers	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Agentic Reasoning, Circular Reflection Loops, Semantic Thought Hashing & State Breakers. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, ...
cot_circular_reflection_subgraph_breaker_traj_0025	cot_circular_reflection_subgraph_breaker_inc_026	Agentic Reasoning, Circular Reflection Loops, Semantic Thought Hashing & State Breakers	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Agentic Reasoning, Circular Reflection Loops, Semantic Thought Hashing & State Breakers. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }...
cot_circular_reflection_subgraph_breaker_traj_0026	cot_circular_reflection_subgraph_breaker_inc_027	Agentic Reasoning, Circular Reflection Loops, Semantic Thought Hashing & State Breakers	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Agentic Reasoning, Circular Reflection Loops, Semantic Thought Hashing & State Breakers. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { ...
cot_circular_reflection_subgraph_breaker_traj_0027	cot_circular_reflection_subgraph_breaker_inc_028	Agentic Reasoning, Circular Reflection Loops, Semantic Thought Hashing & State Breakers	[ { "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 'cot_circular_reflection_...
cot_circular_reflection_subgraph_breaker_traj_0028	cot_circular_reflection_subgraph_breaker_inc_029	Agentic Reasoning, Circular Reflection Loops, Semantic Thought Hashing & State Breakers	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Agentic Reasoning, Circular Reflection Loops, Semantic Thought Hashing & State Breakers. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, ...
cot_circular_reflection_subgraph_breaker_traj_0029	cot_circular_reflection_subgraph_breaker_inc_030	Agentic Reasoning, Circular Reflection Loops, Semantic Thought Hashing & State Breakers	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Agentic Reasoning, Circular Reflection Loops, Semantic Thought Hashing & State Breakers. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }...
cot_circular_reflection_subgraph_breaker_traj_0030	cot_circular_reflection_subgraph_breaker_inc_001	Agentic Reasoning, Circular Reflection Loops, Semantic Thought Hashing & State Breakers	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Agentic Reasoning, Circular Reflection Loops, Semantic Thought Hashing & State Breakers. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { ...
cot_circular_reflection_subgraph_breaker_traj_0031	cot_circular_reflection_subgraph_breaker_inc_002	Agentic Reasoning, Circular Reflection Loops, Semantic Thought Hashing & State Breakers	[ { "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 'cot_circular_reflection_...
cot_circular_reflection_subgraph_breaker_traj_0032	cot_circular_reflection_subgraph_breaker_inc_003	Agentic Reasoning, Circular Reflection Loops, Semantic Thought Hashing & State Breakers	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Agentic Reasoning, Circular Reflection Loops, Semantic Thought Hashing & State Breakers. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, ...
cot_circular_reflection_subgraph_breaker_traj_0033	cot_circular_reflection_subgraph_breaker_inc_004	Agentic Reasoning, Circular Reflection Loops, Semantic Thought Hashing & State Breakers	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Agentic Reasoning, Circular Reflection Loops, Semantic Thought Hashing & State Breakers. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }...
cot_circular_reflection_subgraph_breaker_traj_0034	cot_circular_reflection_subgraph_breaker_inc_005	Agentic Reasoning, Circular Reflection Loops, Semantic Thought Hashing & State Breakers	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Agentic Reasoning, Circular Reflection Loops, Semantic Thought Hashing & State Breakers. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { ...
cot_circular_reflection_subgraph_breaker_traj_0035	cot_circular_reflection_subgraph_breaker_inc_006	Agentic Reasoning, Circular Reflection Loops, Semantic Thought Hashing & State Breakers	[ { "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 'cot_circular_reflection_...
cot_circular_reflection_subgraph_breaker_traj_0036	cot_circular_reflection_subgraph_breaker_inc_007	Agentic Reasoning, Circular Reflection Loops, Semantic Thought Hashing & State Breakers	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Agentic Reasoning, Circular Reflection Loops, Semantic Thought Hashing & State Breakers. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, ...
cot_circular_reflection_subgraph_breaker_traj_0037	cot_circular_reflection_subgraph_breaker_inc_008	Agentic Reasoning, Circular Reflection Loops, Semantic Thought Hashing & State Breakers	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Agentic Reasoning, Circular Reflection Loops, Semantic Thought Hashing & State Breakers. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }...
cot_circular_reflection_subgraph_breaker_traj_0038	cot_circular_reflection_subgraph_breaker_inc_009	Agentic Reasoning, Circular Reflection Loops, Semantic Thought Hashing & State Breakers	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Agentic Reasoning, Circular Reflection Loops, Semantic Thought Hashing & State Breakers. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { ...
cot_circular_reflection_subgraph_breaker_traj_0039	cot_circular_reflection_subgraph_breaker_inc_010	Agentic Reasoning, Circular Reflection Loops, Semantic Thought Hashing & State Breakers	[ { "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 'cot_circular_reflection_...