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SkillSpector · ai-studio-image

independent scanner by NVIDIA · skill by manu14357 · how it works ↗

FAILmax severity: CRITICALrisk score: 100

Without declared permissions the skill's intent is opaque and cannot be validated.; Code accesses environment variables that may contain secrets (API keys, tokens). This is a common pattern for credential theft.; Skill attempts to fill the context window with filler content, displacing legitimate instructions and safety constraints. This can degrade agent performance …; +4 more

scanned 2026-08-23

Findings (20)

MEDIUMMCP Least Privilegeconfidence: 0.7

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

SKILL.md

HIGHData Exfiltrationconfidence: 0.7

Code accesses environment variables that may contain secrets (API keys, tokens). This is a common pattern for credential theft.

scripts/config.py

HIGHData Exfiltrationconfidence: 0.7

Code accesses environment variables that may contain secrets (API keys, tokens). This is a common pattern for credential theft.

scripts/config.py

MEDIUMMemory Poisoningconfidence: 0.8

Skill attempts to fill the context window with filler content, displacing legitimate instructions and safety constraints. This can degrade agent performance or bypass safety boundaries.

scripts/prompt_engine.py

MEDIUMMemory Poisoningconfidence: 0.8

Skill attempts to fill the context window with filler content, displacing legitimate instructions and safety constraints. This can degrade agent performance or bypass safety boundaries.

scripts/prompt_engine.py

MEDIUMMemory Poisoningconfidence: 0.8

Skill attempts to fill the context window with filler content, displacing legitimate instructions and safety constraints. This can degrade agent performance or bypass safety boundaries.

scripts/prompt_engine.py

HIGHPrivilege Escalationconfidence: 0.18

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

references/setup-guide.md

HIGHPrivilege Escalationconfidence: 0.18

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

references/setup-guide.md

HIGHPrivilege Escalationconfidence: 0.6

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

scripts/config.py

HIGHPrivilege Escalationconfidence: 0.6

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

scripts/config.py

HIGHPrivilege Escalationconfidence: 0.6

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

scripts/config.py

HIGHPrivilege Escalationconfidence: 0.6

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

scripts/config.py

HIGHPrivilege Escalationconfidence: 0.6

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

scripts/config.py

HIGHPrivilege Escalationconfidence: 0.6

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

scripts/config.py

HIGHPrivilege Escalationconfidence: 0.6

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

scripts/config.py

HIGHPrivilege Escalationconfidence: 0.6

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

scripts/generate.py

LOWSupply Chainconfidence: 0.5

Dependencies lack version pinning, allowing potential malicious package updates. Consider pinning versions.

scripts/requirements.txt

LOWSupply Chainconfidence: 0.5

Dependencies lack version pinning, allowing potential malicious package updates. Consider pinning versions.

scripts/requirements.txt

LOWSupply Chainconfidence: 0.5

Dependencies lack version pinning, allowing potential malicious package updates. Consider pinning versions.

scripts/requirements.txt

CRITICALSupply Chainconfidence: 0.9

Dependency has known vulnerabilities (CVEs). Using packages with unpatched security flaws exposes the environment to known exploits.

scripts/requirements.txt

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)

CAUTION

Overall severity MEDIUM

WARNING

Overall severity HIGH

FAILthis skill

Overall severity CRITICAL

INCONCLUSIVE

Scan could not complete