Everything you need to know about scanaislop aislop catch the slop ai.
[ad_1]Catch the slop AI coding agents leave in your code.
The patterns Claude Code, Cursor, Codex, and OpenCode leave behind: narrative comments above self-explanatory code, swallowed exceptions, as any casts, hallucinated imports, duplicated helpers, dead code, todo stubs, oversized functions. Tests pass. Lint passes. The code rots anyway.
aislop catches them. 40+ rules across 7 languages (TS/JS, Python, Go, Rust, Ruby, PHP, Java). Scores every change 0–100. Sub-second. Deterministic — no LLM in the runtime path, same code in, same score out. MIT-licensed, free CLI.
No install needed. Works on any project. Get your score in seconds.
npx aislop fix # auto-fix issues
npx aislop fix -f # aggressive fixes (deps, unused files)
npx aislop ci # CI mode (JSON + gate)
npx aislop hook install --claude # per-edit hookPublic badge: Show your score on your README
[](https://scanaislop.com)Run npx aislop badge to auto-generate. Free at scanaislop.com.
# Run without installing
npx aislop scan
# npm
npm install --save-dev aislop
# yarn
yarn add --dev aislop
# pnpm
pnpm add -D aislop
# Global
npm install -g aislopAlso available as @scanaislop/aislop on GitHub Packages.
npx aislop scan # current directory
npx aislop scan ./src # specific directory
npx aislop scan --changes # changed files from HEAD
npx aislop scan --staged # staged files only
npx aislop scan --json # JSON outputExclude files: node_modules, .git, dist, build, coverage excluded by default. Add more in .aislop/config.yml:
exclude:
- "**/*.test.ts"
- src/generatedOr via CLI: npx aislop scan --exclude "**/*.test.ts,dist"
Extend config: Project config can extend a parent:
# .aislop/config.yml
extends: ../../.aislop/base.yml
ci:
failBelow: 80 # override specific keysAuto-fix what’s mechanical (formatters, unused imports, dead code). For issues that need context, hand off to your agent with full diagnostic info.
npx aislop fix # safe auto-fixes
npx aislop fix -f # aggressive: deps, unused filesWhen auto-fix can’t solve it, pass the remaining issues to your coding agent with full context:
npx aislop fix --claude # Claude Code
npx aislop fix --cursor # Cursor (copies to clipboard)
npx aislop fix --gemini # Gemini CLI
npx aislop fix --codex # Codex CLI
# Also: --windsurf, --amp, --aider, --goose, --opencode, --warp, --kimi, --antigravity, --deep-agents, --vscode
npx aislop fix --prompt # print prompt (agent-agnostic)Runs after every agent edit. Feedback flows back immediately.
npx aislop hook install --claude # Claude Code
npx aislop hook install --cursor # Cursor
npx aislop hook install --gemini # Gemini CLI
npx aislop hook install # all supported agents
npx aislop hook install claude cursor # specific agentsRuntime adapters (scan + feedback): claude, cursor, gemini.
Rules-only (agent reads rules): codex, windsurf, cline, kilocode, antigravity, copilot.
Quality-gate mode: Blocks if score regresses below baseline.
npx aislop hook install --claude --quality-gate
npx aislop hook baseline # re-capture baseline
npx aislop hook status # list installed
npx aislop hook uninstall --claude # removeDocs: /docs/hooks
Expose aislop as MCP tools for Claude Desktop, Cursor, Codex:
Tools: aislop_scan, aislop_fix, aislop_why, aislop_baseline
npx aislop ci # JSON output, exits 1 if score < thresholdnpx aislop init # create .aislop/config.yml
npx aislop init --strict # enterprise-grade gate: all engines, typecheck, failBelow 85
npx aislop rules # list rules
npx aislop badge # print badge URL
npx aislop # interactive menuDocs: commands
Run npx aislop init and accept the workflow prompt, or add manually:
- uses: actions/checkout@v4
- uses: actions/setup-node@v4
with:
node-version: 20
- run: npx aislop@latest ci .Composite action:
- uses: actions/checkout@v4
- uses: scanaislop/aislop@v0.8Set minimum score in .aislop/config.yml:
aislop ci exits 1 when score < threshold. Docs: CI/CD
scanaislop is the hosted platform for teams:
- PR gates with score thresholds
- Standards hierarchy (org → team → project)
- Dashboards and agent attribution
- Visual rules manager
Same engines, same scores. CLI is MIT-licensed. Learn more →
AI coding tools generate code that compiles and passes tests but ships with patterns no engineer would write. aislop gives you one score, one gate, and auto-fixes what it can.
- One score: 0-100, enforced in CI. Weighted so sloppy patterns hit harder than style noise.
- Auto-fix first: Clears formatters, unused imports, dead code mechanically. Hands off the rest to your agent with full context.
- Deterministic: Regex + AST + standard tooling. No LLMs, no API calls. Same code in, same score out.
- Zero-config start:
npx aislop scanworks on any repo. Add.aislop/config.ymlto tune.
Six deterministic engines run in parallel:
| Engine | What it checks | How |
|---|---|---|
| Formatting | Code style consistency | Biome, ruff, gofmt, cargo fmt, rubocop, php-cs-fixer |
| Linting | Language-specific issues | oxlint, ruff, golangci-lint, clippy, expo-doctor |
| Code Quality | Complexity and dead code | Function/file size limits, deep nesting, unused files/deps (knip), AST-based unused-declaration removal |
| AI Slop | AI-authored code patterns | Narrative comments, trivial comments, dead patterns, unused imports, as any, console.log leftovers, TODO stubs, generic names |
| Security | Vulnerabilities and risky code | eval, innerHTML, SQL/shell injection, dependency audits (npm/pip/cargo/govulncheck) |
| Architecture | Structural rules (opt-in) | Custom import bans, layering rules, required patterns |
See the full rules reference.
Installation · Commands · Rules · Config · Scoring · CI/CD · Telemetry
Discussions for questions, rule requests, and false-positive triage · Issues for bugs
See CONTRIBUTING.md. AI assistants: AGENTS.md.
Built on: Biome, oxlint, knip, ruff, golangci-lint, expo-doctor
Auto-updated by .github/workflows/contributors.yml. Link commit email or add to .github/contributors-overrides.json.
[ad_2]
Source link
More on scanaislop aislop catch the slop ai
Stay tuned for updates on scanaislop aislop catch the slop ai as the story develops. Related: Mobile & Accessories.
Scanaislop aislop catch the slop ai: Key Details Explained
scanaislop/aislop: Catch the slop AI coding agents leave in your code. 40+ rules, 7 languages, sub-second, deterministic, no LLM. MIT. · GitHub — let’s break down what actually matters here. This one stands out because it touches the things buyers care about most: performance, features, and value for money. If you’re comparing options right now, it’s worth keeping on your shortlist.
Looking at the bigger picture, this fits into a wider trend where brands compete harder with every release cycle. Expect more details to surface as things develop, including confirmed specifications and pricing from official sources.
Should You Keep Following This?
If you follow mobile tech closely, the answer is yes. Developments like this could influence your next purchase decision, so it’s worth tracking. Bookmark this page — we’ll keep the coverage fresh as the story evolves.
Frequently Asked Questions
Aislop scans your code for the sloppy patterns AI coding agents leave behind, such as narrative comments above self-explanatory code, swallowed exceptions, as any casts, hallucinated imports, duplicated helpers, dead code, todo stubs, and oversized functions. It applies 40-plus rules across 7 languages and scores every change from 0 to 100.
It supports 7 languages: TypeScript and JavaScript, Python, Go, Rust, Ruby, PHP, and Java.
No. It is deterministic with no LLM in the runtime path, so the same code in always produces the same score, and it runs in sub-second time.
You can run it without installing via npx aislop scan, use npx aislop fix for auto-fixes, npx aislop ci for CI mode with a quality gate, or npx aislop hook install –claude to add a per-edit hook for Claude Code. It is MIT-licensed and free, with install options via npm, yarn, pnpm, or global install.
