Scan aislop. Find AI slop in AI generated code before it reaches production.Find AI slop before it reaches production.Fix it before review drags.
Run the MIT-licensed CLI locally. Then use the paid hosted platform to make it your team's standard: scan AI generated code, enforce PR gates for code quality, and hand fixes back to Claude Code, Cursor, Codex, or your reviewer. 50+ rules across 10 language targets, sub-second, no LLM.
Every repository, one quality view.
See what is passing, what needs attention, and where to act before AI-written code reaches production.
4 repos, 3 passing, 1 failing, 75 avg
One command. Any stack.
Run aislop instantly with npx, or keep it close with npm, Yarn, Bun, Homebrew, or Python.
- No account required
- Runs locally
- Results in under a second
npx aislop@latest scannpm install -g aislopyarn dlx aislop scanbun add -g aislopbrew install scanaislop/tap/aisloppipx install aislopWhen AI-generated code moves faster than human review can keep up.
Define your bar once. The aislop CLI scans locally, scanaislop enforces on every PR, and your agents get concrete findings to fix before reviewers spend time on the diff.
- Ship without AI slop reaching review
- Block weak PRs before they hit your team
- Enforce one standard across every agent
- Catch security and architecture issues automatically
- Send failing code back to the agent that wrote it
- Turn remaining findings into focused fix PRs
- Score every change before merge
Wear the score on your README.
Free for public repositories after an instant scan, and available to connected public repositories on hosted plans. Drop it in your README so contributors and reviewers see the live quality score before they trust a generated PR.
Show your quality bar at a glance
https://badges.scanaislop.com/score/<owner>/<repo>.svg[](https://scanaislop.com/<owner>/<repo>)
Public scans, published methodology.
aislop rules come from measured failure modes in real repositories, benchmark papers, and regression tests. The research hub shows why each detector exists before your team makes it a gate.
Rule precision across seven language ecosystems
We scanned popular TypeScript, Python, Go, Rust, Ruby, PHP, and Java projects, then reduced noisy findings by 38% without disabling rules.
Read report →Benchmark signals converted into deterministic rules
SlopCodeBench measured verbosity and structural erosion. We translated the repeatable Python signals into four shipped rules.
Read report →First-run findings from real AI-assisted repositories
The earliest public scan run exposed the shapes that still drive the rule roadmap: narrative comments, dead code, unsafe casts, and broken fixers.
Read report →Guides for AI code quality and PR gates.
Practical writing for teams comparing AI code review tools, automated code review, deterministic quality gates, and the patterns AI agents leave behind.
What 264,000 Scans Say About AI-Generated Code Quality
August data from 264,000 aislop scans: 4 in 10 repositories carry AI-slop patterns, and 1 in 8 agent edits left the file worse than it found it. The numbers, and what they do not prove.
Read more →How to Check Code Quality Without Drowning in Findings
How to check code quality in a repo that ships AI-written changes: define the bar, automate repeatable checks, score the residue, and keep human review for intent.
Read more →npx aislop scan: First Code Quality Run on AI Generated Code
Run npx aislop scan with no install. What the 0 to 100 score means, where the GitHub repo lives, and how to put the same code quality check in CI.
Read more →aislop, AI slop, and code quality
aislop is the scanner.AI slop is the residue in AI generated code.What AI slop meansand named patterns.
aislop is a code quality CLI for AI generated code. Run npx aislop scan to score a repo 0 to 100 for AI slop: swallowed exceptions, narrative comments, unsafe casts, dead residue. Same code in, same score out.
AI slop is low-value residue in AI generated code. It compiles and often passes tests, then still costs review. Also searched as slop code or code slop.
Slop code is AI slop in a repository: empty catches, leftover TODOs, unused helpers, comments that restate the next line. aislop names those patterns and can gate them in CI.
Run tests and a deterministic scan first. npx aislop scan is the aislop path. Then review intent, not formatting.
Need a team rollout, a PR gate, or a cleaner agent workflow?
Send a note with what your team is trying to enforce. We can help you choose a paid platform plan, connect repository checks, or plan an enterprise rollout.
Get the monthly AI-code-quality field note.
One useful note a month: public scans, benchmark signals, rule changes, and what teams can do before AI-generated code reaches review.
Built in the open. Ready for you and your team.
The MIT-licensed CLI is installed on more than 51,000 machines, from over 82,000 downloads across npm and PyPI. It is sub-second, deterministic, and uses no LLM at runtime: same code in, same score out, every time. The hosted platform turns that local scan into team-wide enforcement, shared standards, and pull request gates.
Built for teams standardizing Claude Code, Cursor, Codex, and CI