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vision_toolcall_payload_tamper_guard_teaser

Official Evaluation Teaser by Emgena AI Labs.
Contains 50 verified production trajectories for multi-modal agent safety, coordinate grounding and vision protection.

🎁 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.

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🛡️ MCP Quickstart (Free Community Edition)

# In Cursor oder Claude Desktop einbinden
python server_free.py

Verifiziert von Emgena AI Labs.

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1.13 MB

id stringlengths 46 46	incident_id stringlengths 44 44	domain stringclasses 1 value	messages listlengths 5 5
vision_toolcall_payload_tamper_guard_traj_0000	vision_toolcall_payload_tamper_guard_inc_001	Visual Agent Executable Payload Generation & File Infiltration Shield	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Visual Agent Executable Payload Generation & File Infiltration Shield. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "use...
vision_toolcall_payload_tamper_guard_traj_0001	vision_toolcall_payload_tamper_guard_inc_002	Visual Agent Executable Payload Generation & File Infiltration Shield	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Visual Agent Executable Payload Generation & File Infiltration Shield. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": ...
vision_toolcall_payload_tamper_guard_traj_0002	vision_toolcall_payload_tamper_guard_inc_003	Visual Agent Executable Payload Generation & File Infiltration Shield	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Visual Agent Executable Payload Generation & File Infiltration Shield. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", ...
vision_toolcall_payload_tamper_guard_traj_0003	vision_toolcall_payload_tamper_guard_inc_004	Visual Agent Executable Payload Generation & File Infiltration Shield	[ { "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 'vision_toolcall_payload_...
vision_toolcall_payload_tamper_guard_traj_0004	vision_toolcall_payload_tamper_guard_inc_005	Visual Agent Executable Payload Generation & File Infiltration Shield	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Visual Agent Executable Payload Generation & File Infiltration Shield. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "use...
vision_toolcall_payload_tamper_guard_traj_0005	vision_toolcall_payload_tamper_guard_inc_006	Visual Agent Executable Payload Generation & File Infiltration Shield	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Visual Agent Executable Payload Generation & File Infiltration Shield. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": ...
vision_toolcall_payload_tamper_guard_traj_0006	vision_toolcall_payload_tamper_guard_inc_007	Visual Agent Executable Payload Generation & File Infiltration Shield	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Visual Agent Executable Payload Generation & File Infiltration Shield. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", ...
vision_toolcall_payload_tamper_guard_traj_0007	vision_toolcall_payload_tamper_guard_inc_008	Visual Agent Executable Payload Generation & File Infiltration Shield	[ { "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 'vision_toolcall_payload_...
vision_toolcall_payload_tamper_guard_traj_0008	vision_toolcall_payload_tamper_guard_inc_009	Visual Agent Executable Payload Generation & File Infiltration Shield	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Visual Agent Executable Payload Generation & File Infiltration Shield. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "use...
vision_toolcall_payload_tamper_guard_traj_0009	vision_toolcall_payload_tamper_guard_inc_010	Visual Agent Executable Payload Generation & File Infiltration Shield	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Visual Agent Executable Payload Generation & File Infiltration Shield. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": ...
vision_toolcall_payload_tamper_guard_traj_0010	vision_toolcall_payload_tamper_guard_inc_011	Visual Agent Executable Payload Generation & File Infiltration Shield	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Visual Agent Executable Payload Generation & File Infiltration Shield. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", ...
vision_toolcall_payload_tamper_guard_traj_0011	vision_toolcall_payload_tamper_guard_inc_012	Visual Agent Executable Payload Generation & File Infiltration Shield	[ { "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 'vision_toolcall_payload_...
vision_toolcall_payload_tamper_guard_traj_0012	vision_toolcall_payload_tamper_guard_inc_013	Visual Agent Executable Payload Generation & File Infiltration Shield	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Visual Agent Executable Payload Generation & File Infiltration Shield. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "use...
vision_toolcall_payload_tamper_guard_traj_0013	vision_toolcall_payload_tamper_guard_inc_014	Visual Agent Executable Payload Generation & File Infiltration Shield	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Visual Agent Executable Payload Generation & File Infiltration Shield. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": ...
vision_toolcall_payload_tamper_guard_traj_0014	vision_toolcall_payload_tamper_guard_inc_015	Visual Agent Executable Payload Generation & File Infiltration Shield	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Visual Agent Executable Payload Generation & File Infiltration Shield. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", ...
vision_toolcall_payload_tamper_guard_traj_0015	vision_toolcall_payload_tamper_guard_inc_016	Visual Agent Executable Payload Generation & File Infiltration Shield	[ { "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 'vision_toolcall_payload_...
vision_toolcall_payload_tamper_guard_traj_0016	vision_toolcall_payload_tamper_guard_inc_017	Visual Agent Executable Payload Generation & File Infiltration Shield	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Visual Agent Executable Payload Generation & File Infiltration Shield. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "use...
vision_toolcall_payload_tamper_guard_traj_0017	vision_toolcall_payload_tamper_guard_inc_018	Visual Agent Executable Payload Generation & File Infiltration Shield	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Visual Agent Executable Payload Generation & File Infiltration Shield. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": ...
vision_toolcall_payload_tamper_guard_traj_0018	vision_toolcall_payload_tamper_guard_inc_019	Visual Agent Executable Payload Generation & File Infiltration Shield	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Visual Agent Executable Payload Generation & File Infiltration Shield. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", ...
vision_toolcall_payload_tamper_guard_traj_0019	vision_toolcall_payload_tamper_guard_inc_020	Visual Agent Executable Payload Generation & File Infiltration Shield	[ { "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 'vision_toolcall_payload_...
vision_toolcall_payload_tamper_guard_traj_0020	vision_toolcall_payload_tamper_guard_inc_021	Visual Agent Executable Payload Generation & File Infiltration Shield	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Visual Agent Executable Payload Generation & File Infiltration Shield. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "use...
vision_toolcall_payload_tamper_guard_traj_0021	vision_toolcall_payload_tamper_guard_inc_022	Visual Agent Executable Payload Generation & File Infiltration Shield	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Visual Agent Executable Payload Generation & File Infiltration Shield. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": ...
vision_toolcall_payload_tamper_guard_traj_0022	vision_toolcall_payload_tamper_guard_inc_023	Visual Agent Executable Payload Generation & File Infiltration Shield	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Visual Agent Executable Payload Generation & File Infiltration Shield. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", ...
vision_toolcall_payload_tamper_guard_traj_0023	vision_toolcall_payload_tamper_guard_inc_024	Visual Agent Executable Payload Generation & File Infiltration Shield	[ { "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 'vision_toolcall_payload_...
vision_toolcall_payload_tamper_guard_traj_0024	vision_toolcall_payload_tamper_guard_inc_025	Visual Agent Executable Payload Generation & File Infiltration Shield	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Visual Agent Executable Payload Generation & File Infiltration Shield. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "use...
vision_toolcall_payload_tamper_guard_traj_0025	vision_toolcall_payload_tamper_guard_inc_026	Visual Agent Executable Payload Generation & File Infiltration Shield	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Visual Agent Executable Payload Generation & File Infiltration Shield. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": ...
vision_toolcall_payload_tamper_guard_traj_0026	vision_toolcall_payload_tamper_guard_inc_027	Visual Agent Executable Payload Generation & File Infiltration Shield	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Visual Agent Executable Payload Generation & File Infiltration Shield. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", ...
vision_toolcall_payload_tamper_guard_traj_0027	vision_toolcall_payload_tamper_guard_inc_028	Visual Agent Executable Payload Generation & File Infiltration Shield	[ { "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 'vision_toolcall_payload_...
vision_toolcall_payload_tamper_guard_traj_0028	vision_toolcall_payload_tamper_guard_inc_029	Visual Agent Executable Payload Generation & File Infiltration Shield	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Visual Agent Executable Payload Generation & File Infiltration Shield. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "use...
vision_toolcall_payload_tamper_guard_traj_0029	vision_toolcall_payload_tamper_guard_inc_030	Visual Agent Executable Payload Generation & File Infiltration Shield	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Visual Agent Executable Payload Generation & File Infiltration Shield. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": ...
vision_toolcall_payload_tamper_guard_traj_0030	vision_toolcall_payload_tamper_guard_inc_001	Visual Agent Executable Payload Generation & File Infiltration Shield	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Visual Agent Executable Payload Generation & File Infiltration Shield. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", ...
vision_toolcall_payload_tamper_guard_traj_0031	vision_toolcall_payload_tamper_guard_inc_002	Visual Agent Executable Payload Generation & File Infiltration Shield	[ { "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 'vision_toolcall_payload_...
vision_toolcall_payload_tamper_guard_traj_0032	vision_toolcall_payload_tamper_guard_inc_003	Visual Agent Executable Payload Generation & File Infiltration Shield	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Visual Agent Executable Payload Generation & File Infiltration Shield. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "use...
vision_toolcall_payload_tamper_guard_traj_0033	vision_toolcall_payload_tamper_guard_inc_004	Visual Agent Executable Payload Generation & File Infiltration Shield	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Visual Agent Executable Payload Generation & File Infiltration Shield. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": ...
vision_toolcall_payload_tamper_guard_traj_0034	vision_toolcall_payload_tamper_guard_inc_005	Visual Agent Executable Payload Generation & File Infiltration Shield	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Visual Agent Executable Payload Generation & File Infiltration Shield. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", ...
vision_toolcall_payload_tamper_guard_traj_0035	vision_toolcall_payload_tamper_guard_inc_006	Visual Agent Executable Payload Generation & File Infiltration Shield	[ { "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 'vision_toolcall_payload_...
vision_toolcall_payload_tamper_guard_traj_0036	vision_toolcall_payload_tamper_guard_inc_007	Visual Agent Executable Payload Generation & File Infiltration Shield	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Visual Agent Executable Payload Generation & File Infiltration Shield. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "use...
vision_toolcall_payload_tamper_guard_traj_0037	vision_toolcall_payload_tamper_guard_inc_008	Visual Agent Executable Payload Generation & File Infiltration Shield	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Visual Agent Executable Payload Generation & File Infiltration Shield. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": ...
vision_toolcall_payload_tamper_guard_traj_0038	vision_toolcall_payload_tamper_guard_inc_009	Visual Agent Executable Payload Generation & File Infiltration Shield	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Visual Agent Executable Payload Generation & File Infiltration Shield. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", ...
vision_toolcall_payload_tamper_guard_traj_0039	vision_toolcall_payload_tamper_guard_inc_010	Visual Agent Executable Payload Generation & File Infiltration Shield	[ { "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 'vision_toolcall_payload_...