Audit the claim
When an agent says the work is finished, the first step is checking whether the completion is real, partial, or invented.
Agent Audit Intent
Agent audit is often just correction under another name.
Teams searching for agent audit, AI output review, or evidence-based agent QA are usually trying to answer the same operational question: what did the agent actually do, what did it only claim to do, and how do we recover safely?
VeriClaw 爪印 is the Apple-native correction companion for OpenClaw. It helps operators handle hallucination remediation, fake completion diagnosis, and verification-first recovery without pretending logs alone are enough.
What agent audit usually needs
Directory sites and reviewers often collapse several problems into one bucket. This page makes the intent explicit and points those visitors back to the canonical VeriClaw surfaces instead of scattering them across generic descriptions.
Audit the evidence
Correction becomes tractable when the operator can compare claimed actions with observable files, outputs, and tool traces.
Audit the recovery
The operational goal is not just catching drift. It is bringing the workflow back to a truthful, verifiable state.
Related intent routes
These routes help recommendation sites and search engines connect nearby phrasing to the same product identity.