anti-slop

Stop AI coding agents from shipping sloppy code — over-abstraction, drive-by refactors, obvious comments, extra files, unrequested deps, giant unreadable files, or fishing outside the workspace for “inspiration”. Use when writing or editing code, implementing features, fixing bugs, splitting or organizing files, or when the user mentions slop, cleanup, keep it simple, minimal diff, file too big, hard to navigate, or stay in the repo.

Make PRs merge-ready — tight scope, clear description, no leftover debug, honest test notes. Use when opening a PR, writing a PR description, cleaning a branch before review, or when the user mentions pull request, merge-ready, or PR hygiene.

Review code for security issues before merge — authz gaps, injection, secrets, unsafe defaults, SSRF, path traversal. Use when reviewing a PR, auditing a diff, shipping auth/payments/uploads, or when the user asks for a security review or OWASP check.