vibesweep
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Detects and removes AI-generated code waste, dead code, and duplications
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# vibesweep ๐งน
[](https://www.npmjs.com/package/vibesweep)
[](https://opensource.org/licenses/MIT)
[](https://github.com/yourusername/vibesweep/actions)
[](https://github.com/yourusername/vibesweep)
> Detect and remove AI-generated waste, not the good code. Keep what works, sweep the rest.
## The Problem ๐จ
- **41% of all code is now AI-generated** (and growing)
- **4x increase in code duplication** since AI coding became mainstream
- **Only 3.8% of developers** trust AI code without review
- Companies waste **millions in compute/storage** on unused code
## What is Vibesweep?
Vibesweep identifies **waste** in AI-generated code - the extra 30-70% that slows down your app:
- ๐ง **Dead Code** - Unused variables, functions, and imports that can be deleted
- ๐ **Duplications** - Copy-paste code and repeated implementations
- ๐ค **AI Bloat** - Verbose comments, TODO placeholders, over-engineered solutions
- ๐ธ **Real Savings** - See exactly what can be removed and how much you'll save
**We don't flag good code!** Clean, working, efficient code passes with flying colors.
## Quick Start ๐
```bash
# Analyze current directory
npx vibesweep analyze .
# Analyze specific directory
npx vibesweep analyze ./src
# Custom file patterns
npx vibesweep analyze . --pattern "**/*.{js,ts}"
# JSON output for CI/CD
npx vibesweep analyze . --output json
# Extract TODO/FIXME comments
npx vibesweep todos .
# Include TODOs in main analysis
npx vibesweep analyze . --todos
```
## Installation
```bash
# Global install
npm install -g vibesweep
# Or use npx (no install needed)
npx vibesweep analyze .
# Add to project
npm install --save-dev vibesweep
```
## Example Output
```
๐งน Vibesweep Analysis Report
โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
๐ Overview:
Total files analyzed: 127
Total size: 2.4 MB
Total waste: 782 KB
Waste percentage: 32.58%
๐ Summary:
Files with dead code: 43
Files with duplications: 28
AI-generated files: 51
๐ฐ Potential Savings:
Lines of code: 8,421
Disk space: 782 KB
๐จ Top Waste Offenders:
1. src/components/UserDashboard.tsx
Waste Score: 87%
Dead Code: 43.20%
Duplication: 38.50%
AI Score: 92/100
Patterns: Verbose AI comments: 23 instances
```
## How It Works
1. **AST Analysis** - Parses code using Babel to find unused declarations
2. **Pattern Detection** - Identifies common AI generation patterns
3. **Duplication Detection** - Uses fuzzy matching to find copy-paste code
4. **Scoring Algorithm** - Combines factors into actionable waste scores
## CI/CD Integration
### GitHub Actions
```yaml
name: Code Quality
on: [push, pull_request]
jobs:
vibesweep:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v3
- name: Run Vibesweep
run: |
npx vibesweep analyze . --output json > vibesweep-report.json
waste=$(cat vibesweep-report.json | jq '.wastePercentage')
if (( $(echo "$waste > 50" | bc -l) )); then
echo "โ Code waste exceeds 50%!"
exit 1
fi
```
### Pre-commit Hook
```bash
#!/bin/sh
# .git/hooks/pre-commit
waste=$(npx vibesweep analyze . --output json | jq '.wastePercentage')
if (( $(echo "$waste > 40" | bc -l) )); then
echo "โ ๏ธ Warning: Code waste is ${waste}%"
echo "Run 'vibesweep analyze .' for details"
fi
```
## Configuration
Create `.vibesweeprc.json` in your project root:
```json
{
"patterns": ["src/**/*.{js,ts,jsx,tsx}"],
"ignore": ["**/*.test.*", "**/*.spec.*"],
"thresholds": {
"maxWastePercentage": 40,
"maxDuplicationRatio": 0.15,
"maxAIScore": 70
}
}
```
## API Usage
```javascript
import { GarbageCollector } from 'vibesweep';
const gc = new GarbageCollector();
const analysis = await gc.analyzeProject('./src');
console.log(`Total waste: ${analysis.wastePercentage}%`);
console.log(`Could save ${analysis.summary.estimatedSavings.lines} lines`);
```
## Contributing
We love contributions! Please see [CONTRIBUTING.md](CONTRIBUTING.md) for guidelines.
## The Science Behind It
Vibesweep uses multiple strategies to identify waste (not all AI code):
- **Dead Code Detection**: AST traversal finds truly unused code
- **Duplication Analysis**: Identifies repeated implementations you can consolidate
- **AI Pattern Recognition**: Detects verbose comments and boilerplate, not functionality
- **Smart Scoring**: Only flags what can actually be removed
## FAQ
**Q: Will this delete my code?**
A: No! Vibesweep only analyzes and reports. Cleaning is always manual.
**Q: Does it work with all languages?**
A: Currently supports JavaScript, TypeScript, JSX, TSX, and Python.
**Q: Does this flag all AI code as bad?**
A: No! We only detect waste patterns. Good AI code (clean, efficient, used) is not flagged.
**Q: What's a good waste score?**
A: Under 20% is excellent. 20-40% is normal. Over 40% needs cleanup.
**Q: Can I use this in production?**
A: Yes! It's read-only and safe to run anywhere.
## License
MIT ยฉ 2025
<p align="center">
Made with โค๏ธ by developers tired of AI slop<br>
<a href="https://vibesweep.ai">vibesweep.ai</a> โข
<a href="https://twitter.com/vibesweep">@vibesweep</a> โข
<a href="https://discord.gg/vibesweep">Discord</a>
</p>