# Self-Grading Agent Loop Studio

> Execute Boris Cherny and Karpathy 5-beat iterative loops with automatic harsh grading until clearing quality gates >= 8/10.

- **Category / Silo**: ai
- **Free Access**: Yes (No credit card required)

## Tool Description
Execute Boris Cherny and Karpathy 5-beat iterative loops with automatic harsh grading until clearing quality gates >= 8/10.

## Key Steps & Implementation
1. **Define Goal**: Enter your target deliverable and measurable pass criteria.
2. **Execute Loop**: The engine runs multi-pass drafting and harsh auto-grading.
3. **Export Deliverable**: Copy the verified, high-scoring final output.

## Key Benefits
- Eliminates manual prompt babysitting
- Enforces objective quality gates
- Sub-second turnaround

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URL: https://cacto.cc/tools/ai/agent-loop-studio