Skills scikit-learn Audit History
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Audit History

scikit-learn - 4 audits

Audit version 4

Latest Medium Risk

Jan 17, 2026, 06:57 AM

AI analysis failed after multiple attempts - MANUAL REVIEW REQUIRED before publishing. This skill cannot be auto-published until reviewed by a human.

10
Files scanned
4,561
Lines analyzed
4
findings
claude
Audited by
No security issues found

Risk Factors

⚡ Contains scripts (7)
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⚙️ External commands (500)
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SKILL.md:388-393 SKILL.md:393-396 SKILL.md:396-407 SKILL.md:407-410 SKILL.md:410-413 SKILL.md:413-416 SKILL.md:416-423 SKILL.md:423-429 SKILL.md:429-438 SKILL.md:438-442 SKILL.md:442-451 SKILL.md:451-455 SKILL.md:455-459 SKILL.md:459-462 SKILL.md:462-464 SKILL.md:464-485 SKILL.md:485-486 SKILL.md:486-488 SKILL.md:488-493 SKILL.md:493-499 SKILL.md:499-503 SKILL.md:503-511
📁 Filesystem access (7)
references/model_evaluation.md:515 references/pipelines_and_composition.md:347 references/pipelines_and_composition.md:347 references/pipelines_and_composition.md:351 references/pipelines_and_composition.md:595 references/pipelines_and_composition.md:595 references/pipelines_and_composition.md:597
🌐 Network access (10)
references/quick_reference.md:429 references/quick_reference.md:430 references/quick_reference.md:431 references/quick_reference.md:432 references/quick_reference.md:433 skill-report.json:6 SKILL.md:515 SKILL.md:516 SKILL.md:517 SKILL.md:518

Detected Patterns

Dynamic import() expressionRuby/shell backtick executionPython file write/appendSystem reconnaissanceTemp file creationCertificate/key filesWeak cryptographic algorithmHardcoded URLC2 keywords[HEURISTIC] DANGEROUS COMBINATION: Code execution + Network + Credential access[HEURISTIC] SUSPICIOUS COMBINATION: Filesystem + Credentials + Network

Audit version 3

Medium Risk

Jan 17, 2026, 06:57 AM

AI analysis failed after multiple attempts - MANUAL REVIEW REQUIRED before publishing. This skill cannot be auto-published until reviewed by a human.

10
Files scanned
4,561
Lines analyzed
4
findings
claude
Audited by
No security issues found

Risk Factors

⚡ Contains scripts (7)
references/model_evaluation.md:250-253 references/model_evaluation.md:336-339 references/model_evaluation.md:363-367 references/model_evaluation.md:381-383 references/quick_reference.md:30-33 scripts/classification_pipeline.py:15-18 scripts/clustering_analysis.py:12-14
⚙️ External commands (500)
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SKILL.md:388-393 SKILL.md:393-396 SKILL.md:396-407 SKILL.md:407-410 SKILL.md:410-413 SKILL.md:413-416 SKILL.md:416-423 SKILL.md:423-429 SKILL.md:429-438 SKILL.md:438-442 SKILL.md:442-451 SKILL.md:451-455 SKILL.md:455-459 SKILL.md:459-462 SKILL.md:462-464 SKILL.md:464-485 SKILL.md:485-486 SKILL.md:486-488 SKILL.md:488-493 SKILL.md:493-499 SKILL.md:499-503 SKILL.md:503-511
📁 Filesystem access (7)
references/model_evaluation.md:515 references/pipelines_and_composition.md:347 references/pipelines_and_composition.md:347 references/pipelines_and_composition.md:351 references/pipelines_and_composition.md:595 references/pipelines_and_composition.md:595 references/pipelines_and_composition.md:597
🌐 Network access (10)
references/quick_reference.md:429 references/quick_reference.md:430 references/quick_reference.md:431 references/quick_reference.md:432 references/quick_reference.md:433 skill-report.json:6 SKILL.md:515 SKILL.md:516 SKILL.md:517 SKILL.md:518

Detected Patterns

Dynamic import() expressionRuby/shell backtick executionPython file write/appendSystem reconnaissanceTemp file creationCertificate/key filesWeak cryptographic algorithmHardcoded URLC2 keywords[HEURISTIC] DANGEROUS COMBINATION: Code execution + Network + Credential access[HEURISTIC] SUSPICIOUS COMBINATION: Filesystem + Credentials + Network

Audit version 2

Safe

Jan 12, 2026, 04:05 PM

The static analysis findings are predominantly false positives. The detected 'external_commands' are actually Python import statements and code examples, not shell executions. The 'C2 keywords' and 'weak cryptographic algorithm' findings appear to be erroneous pattern matches with no actual security implications. This is a legitimate educational resource for scikit-learn.

9
Files scanned
4,298
Lines analyzed
5
findings
claude
Audited by
Low Risk Issues (1)
SKILL.md:515-518
Hardcoded URLs in documentation
Documentation contains links to external scikit-learn documentation resources

Risk Factors

⚙️ External commands
No specific locations recorded
⚡ Contains scripts
No specific locations recorded
🌐 Network access (1)
SKILL.md:515-518
📁 Filesystem access
No specific locations recorded

Audit version 1

Safe

Jan 5, 2026, 04:23 PM

This skill contains only educational documentation and example scripts for scikit-learn. No malicious code detected. All files are legitimate machine learning examples using standard scikit-learn functionality.

11
Files scanned
2,724
Lines analyzed
1
findings
claude
Audited by
No security issues found

Risk Factors

⚡ Contains scripts (2)
scripts/clustering_analysis.py:1-387 scripts/classification_pipeline.py:1-258
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