TL;DR: OWASP ASI-02 tool misuse and ASI-04 agentic supply chain vulnerabilities let AI agents turn legitimate tools and trusted dependencies into attack paths, with 41% of popular OpenClaw skills carrying security vulnerabilities, according to ClawSecure. The control problem is sequence-level governance: per-call permissions and one-time install checks miss abuse that only appears across tool chains and update history.
Editorial analysis by NHI Mgmt Group, based on content published by ClawSecure: “OWASP ASI-02 Tool Misuse and Supply Chain Attacks”.
By the numbers:
- 41% of popular OpenClaw skills carry security vulnerabilities, a share driven in part by tool misuse and compromised dependencies.
Key questions
Q: What breaks when agentic AI runs without live monitoring and human intervention paths?
A: Without live monitoring and intervention, teams can lose the ability to detect bad decisions while they are still reversible.
Q: Why do agentic supply chain risks persist after a package has been approved?
A: Because approval only reflects one moment in time.
Q: How can security teams tell whether an agent is misusing its permitted tools?
A: Look for suspicious action sequences, not single commands.
Practitioner guidance
- Implement sequence-aware tool monitoring Track how an agent uses permitted tools in combination, not just whether each call was authorised.
- Re-audit agent components on every dependency change Treat package updates, new transitive dependencies, and registry changes as revalidation triggers.
- Constrain agent tool scopes to task-specific necessity Limit file, shell, network, and publishing permissions to the minimum needed for the current task.
Bottom line: Agentic risk appears when legitimate tools and trusted dependencies are combined into unsafe workflows that ordinary permission checks do not reveal.
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