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LLM06: Excessive Agency

Tools and plugins granted to an agent exceed the principle of least privilege.

Last reviewed July 2026

The gap LLM06 closes

In OWASP LLM Top 10, Excessive Agency addresses agent permissions. Tools and plugins granted to an agent exceed the principle of least privilege. Penaxtra records this control at critical severity and establishes its state by exercising it against the running system, so the result reflects observed behavior rather than a documented assertion.

How Penaxtra delivers LLM06

Penaxtra ships adversarial probe families that target excessive agency directly. Each probe runs against the live endpoint on a schedule, and every triggering response is scored by three independent judges and a meta-judge before it is recorded as a finding under the LLM06 identifier. The OWASP LLM Top 10 LLM06 identifier is attached when the finding is created, so it appears in the exported evidence pack already mapped to the control. Where the same weakness maps to another framework, the finding carries those control identifiers as well.

LLM06 capabilities

Probe and check coverage aligned to LLM06 (Excessive Agency)

Findings tagged with the OWASP LLM Top 10 LLM06 identifier

Penaxtra severity for this control (critical)

Cross-framework identifiers attached to the same finding where controls overlap

PDF and JSON evidence export with the control identifier attached

LLM06 compliance mapping

Findings for LLM06 carry the OWASP LLM Top 10 LLM06 identifier along with the corresponding control identifiers in the other frameworks Penaxtra maps, so one result is reflected across each mapped framework.

Frequently asked

What is LLM06 (Excessive Agency)?

Tools and plugins granted to an agent exceed the principle of least privilege. It is a OWASP LLM Top 10 control; Penaxtra assesses it at critical severity.

How does Penaxtra test for LLM06?

Penaxtra ships adversarial probe families that target excessive agency directly. Each probe runs against the live endpoint on a schedule, and every triggering response is scored by three independent judges and a meta-judge before it is recorded as a finding under the LLM06 identifier.

Does a finding for LLM06 help with an audit?

Each finding is tagged with the OWASP LLM Top 10 LLM06 identifier and exported in the PDF and JSON evidence pack, so it appears on the auditor control list with the identifier already attached.