SkillSpector · kaggle-research

independent scanner by NVIDIA · skill by brycewang-stanford · how it works ↗

CAUTIONmax severity: MEDIUMrisk score: 41

Without declared permissions the skill's intent is opaque and cannot be validated.; Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.

scanned 2026-08-23

Findings (3)

MEDIUMMCP Least Privilegeconfidence: 0.7

Without declared permissions the skill's intent is opaque and cannot be validated.

SKILL.md

HIGHPrivilege Escalationconfidence: 0.7

Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.

scripts/kaggle_runtime/commands.py

HIGHPrivilege Escalationconfidence: 0.7

Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.

tests/test_artifacts.py

What the verdicts mean

SkillSpector reports on SkillMD's shared five-tier scale. See how SkillSpector works ↗.

PASS

Overall severity LOW (risk score in the safe range)

CAUTIONthis skill

Overall severity MEDIUM

WARNING

Overall severity HIGH

FAIL

Overall severity CRITICAL

INCONCLUSIVE

Scan could not complete