senior-data-scientist

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-data-scientist description: World-class data science skill for statistical modeling, experimentation, causal inference, and advanced analytics.

references/experiment_design_frameworks.mdHIGH
78.3%

Malicious tool definition detected

Tool: references/experiment_design_frameworks.md Description: # Experiment Design Frameworks ## Overview World-class experiment design frameworks for senior data scientist.

references/feature_engineering_patterns.mdHIGH
78.3%

Malicious tool definition detected

Tool: references/feature_engineering_patterns.md Description: # Feature Engineering Patterns ## Overview World-class feature engineering patterns for senior data scientist.

references/statistical_methods_advanced.mdHIGH
78.3%

Malicious tool definition detected

Tool: references/statistical_methods_advanced.md Description: # Statistical Methods Advanced ## Overview World-class statistical methods advanced for senior data scientist.

scripts/experiment_designer.pyHIGH
78.3%

Malicious tool definition detected

Tool: scripts/experiment_designer.py Description: #!/usr/bin/env python3 """ Experiment Designer Production-grade tool for senior data scientist """ 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 ExperimentDesigner: """Production-grade experiment desi

scripts/feature_engineering_pipeline.pyHIGH
78.3%

Malicious tool definition detected

Tool: scripts/feature_engineering_pipeline.py Description: #!/usr/bin/env python3 """ Feature Engineering Pipeline Production-grade tool for senior data scientist """ 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 FeatureEngineeringPipeline: """Produc

scripts/model_evaluation_suite.pyHIGH
78.3%

Malicious tool definition detected

Tool: scripts/model_evaluation_suite.py Description: #!/usr/bin/env python3 """ Model Evaluation Suite Production-grade tool for senior data scientist """ 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 ModelEvaluationSuite: """Production-grade model e

Audit Metadata
Max File Score
78%
Classification
UNKNOWN_SERVER
Files Scanned
7
Files Flagged
7
Chunks Analyzed
7
Analyzed
Feb 21, 2026, 12:57 PM
Security Audit — runlayer — senior-data-scientist