senior-ml-engineer

Warn

Audited by Runlayer on Feb 21, 2026

Risk Level: MEDIUM
Scan Summary
Max Score
78%
Files
7
Flagged
7
Chunks
7
Flagged Files (7)
SKILL.mdHIGH
78.3%

Malicious tool definition detected

Tool: SKILL.md Description: --- name: senior-ml-engineer description: World-class ML engineering skill for productionizing ML models, MLOps, and building scalable ML systems.

references/llm_integration_guide.mdHIGH
78.3%

Malicious tool definition detected

Tool: references/llm_integration_guide.md Description: # Llm Integration Guide ## Overview World-class llm integration guide for senior ml/ai engineer.

references/mlops_production_patterns.mdHIGH
78.3%

Malicious tool definition detected

Tool: references/mlops_production_patterns.md Description: # Mlops Production Patterns ## Overview World-class mlops production patterns for senior ml/ai engineer.

references/rag_system_architecture.mdHIGH
78.3%

Malicious tool definition detected

Tool: references/rag_system_architecture.md Description: # Rag System Architecture ## Overview World-class rag system architecture for senior ml/ai engineer.

scripts/ml_monitoring_suite.pyHIGH
78.3%

Malicious tool definition detected

Tool: scripts/ml_monitoring_suite.py Description: #!/usr/bin/env python3 """ Ml Monitoring Suite Production-grade tool for senior ml/ai engineer """ import os import sys import json import logging import argparse from pathlib import Path from typing import Dict, List, Optional from datetime import datetime logging.basicConfig( level=logging.INFO, format='%(asctime)s - %(levelname)s - %(message)s' ) logger = logging.getLogger(__name__) class MlMonitoringSuite: """Production-grade ml monitoring su

scripts/model_deployment_pipeline.pyHIGH
78.3%

Malicious tool definition detected

Tool: scripts/model_deployment_pipeline.py Description: #!/usr/bin/env python3 """ Model Deployment Pipeline Production-grade tool for senior ml/ai engineer """ import os import sys import json import logging import argparse from pathlib import Path from typing import Dict, List, Optional from datetime import datetime logging.basicConfig( level=logging.INFO, format='%(asctime)s - %(levelname)s - %(message)s' ) logger = logging.getLogger(__name__) class ModelDeploymentPipeline: """Production-grad

scripts/rag_system_builder.pyHIGH
78.3%

Malicious tool definition detected

Tool: scripts/rag_system_builder.py Description: #!/usr/bin/env python3 """ Rag System Builder Production-grade tool for senior ml/ai engineer """ import os import sys import json import logging import argparse from pathlib import Path from typing import Dict, List, Optional from datetime import datetime logging.basicConfig( level=logging.INFO, format='%(asctime)s - %(levelname)s - %(message)s' ) logger = logging.getLogger(__name__) class RagSystemBuilder: """Production-grade rag system builder"

Audit Metadata
Max File Score
78%
Classification
UNKNOWN_SERVER
Files Scanned
7
Files Flagged
7
Chunks Analyzed
7
Analyzed
Feb 21, 2026, 11:42 AM
Security Audit — runlayer — senior-ml-engineer