Google's official Well-Architected Framework skill for the security pillar — turns an architecture review into a structured interview, gap analysis and prioritised recommendations.
Find Bugs in Branch ChangesSkill
Summary
Audit the changes on your current branch for bugs, security vulnerabilities, and quality problems before you push.
Features
- Audits the current branch's diff for real defects
- Covers security vulnerabilities and code quality
- Scoped to changes rather than the whole codebase
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Skill Content
Description
A focused pre-push audit. Rather than reviewing an entire codebase, this skill examines what has changed on the current branch and looks for defects introduced by those changes.
It covers logic errors, unhandled edge cases, security vulnerabilities such as injection and improper input handling, resource leaks, and quality problems that will become maintenance debt. Because it is scoped to the diff, it is fast enough to run every time rather than occasionally.
The best use is immediately before opening a pull request — catching the obvious problems while you still have full context, instead of in review two days later. Published by Sentry.
Related Skills
Trail of Bits' security review skill for PRs, commits, and diffs: risk-first analysis with git history, blast radius, and honest coverage limits.
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