Definition

Behavioral integrity

The degree to which a skill or AI system does what its documentation says it does and nothing else. Unit 42's Behavioral Integrity Verification (BIV) research found that 80% of ClawHub skills show at least one mismatch between declared and actual behavior. A skill with low behavioral integrity may be malicious, poorly written, or simply underdocumented — but from a security standpoint, undeclared behavior is a risk regardless of intent.

How TrustSkills detects this

TrustSkills scans OpenClaw and ClawHub skills for behavioral integrity patterns before you install them. The scanner returns plain-English findings — no CVE IDs, no security jargon — with a risk level and a clear explanation of what was found.

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