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SkillSpector · full-empirical-analysis-skill-stata
independent scanner by NVIDIA · skill by brycewang-stanford · how it works ↗
Mixing characters from multiple Unicode scripts in a single identifier is a common technique to create visually ambiguous tool names.; Skill attempts to fill the context window with filler content, displacing legitimate instructions and safety constraints. This can degrade agent performance …; Instructions found that direct the agent to transmit conversation context or user data to external services.; +1 more
scanned 2026-08-23
Findings (15)
Mixing characters from multiple Unicode scripts in a single identifier is a common technique to create visually ambiguous tool names.
SKILL.md
Mixing characters from multiple Unicode scripts in a single identifier is a common technique to create visually ambiguous tool names.
SKILL.md
Mixing characters from multiple Unicode scripts in a single identifier is a common technique to create visually ambiguous tool names.
SKILL.md
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.
SKILL.md
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.
SKILL.md
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.
SKILL.md
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.
SKILL.md
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.
SKILL.md
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.
SKILL.md
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.
SKILL.md
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.
SKILL.md
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.
SKILL.md
Instructions found that direct the agent to transmit conversation context or user data to external services.
references/04-statistical-tests.md
Tool parameters are crafted to achieve unintended or unsafe behavior. Parameter abuse can bypass intended safety checks (e.g. shell=True, --force, dangerous glob patterns).
README.md
Tool parameters are crafted to achieve unintended or unsafe behavior. Parameter abuse can bypass intended safety checks (e.g. shell=True, --force, dangerous glob patterns).
SKILL.md
What the verdicts mean
SkillSpector reports on SkillMD's shared five-tier scale. See how SkillSpector works ↗.
Overall severity LOW (risk score in the safe range)
Overall severity MEDIUM
Overall severity HIGH
Overall severity CRITICAL
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