Would you block a PR that changes GitHub Actions contents permission from read to write? A developer is evaluating whether a pull request that escalates GitHub Actions contents permission from read to write should be blocked, warned, or ignored. The tool Agent Gate flagged the change as a warning using its built-in default policy, without relying on an LLM. The developer argues that deterministic CI evidence is valuable for reviewing permission changes, especially in AI-generated PRs. A sandbox PR changed one GitHub Actions workflow permission: permissions: contents: write The base branch had: permissions: contents: read That is the concrete case I am trying to calibrate. Agent Gate reported: Agent Gate: NEEDS HUMAN DECISION Decision: warn Why: contents permission increased from read to write. Path: .github/workflows/demo-release.yml Recommended next step: review the workflow permission change before merging. Policy status: warning today; eligible to become a merge gate after tuning. Rule: workflow/permission-escalation Policy source: built-in default Live PR comment proof: https://github.com/sjh9714/agent-gate-install-smoke-20260617/pull/13 issuecomment-4828248162 https://github.com/sjh9714/agent-gate-install-smoke-20260617/pull/13 issuecomment-4828248162 What matters to me is that this did not depend on an LLM noticing the change. The Action did not: The first-run repo config was also absent. Agent Gate used its built-in default policy and recorded: configSource: default I am not trying to claim that the PR is automatically bad. A permission increase can be intentional. The question is what CI should do when it sees this kind of boundary change. My current default is: For AI-generated PRs, I think deterministic CI evidence is useful because agent changes can touch workflow and security boundaries as part of ordinary work. But this specific finding is broader than AI: any PR that raises GitHub Actions permissions may deserve deliberate review. Question: In your repo, is this block, warn, or noise? What extra evidence would make it actionable?