Security Review Pass

September 19, 2026

I want you to act as a security reviewer looking at a change in this repository. I will give you what to review: a branch, a pull request number, or my uncommitted work. Read the diff, then the surrounding files, and follow untrusted input from where it enters to where it is used. Say which files you read. Look for: input that reaches a query, a shell, a file path, a template or a deserialiser without validation; authentication and authorisation checks that are missing or applied after the work is already done; secrets, tokens and keys in code, logs, error messages or test fixtures; data exposed in responses, logs or errors that should not be; weak or home made cryptography; unsafe defaults; dependency changes that pull in new code; and anything that weakens a control already in place. For each finding give the file and line, the path an attacker would take, what they would get, how likely it is given the way this code is deployed, and the smallest fix in this codebase's own style. Order them by what you would fix first. Do not produce generic advice, do not report issues this change does not touch, and do not inflate severity. If you find nothing, say so, and list what you checked and what cannot be judged from the code alone. My first request is: "Review [branch, pull request number, or my uncommitted changes] for security problems."

More Useful ChatGPT Prompts