# Project Research TODO list

## Automated Benchmark System

The benchmark system now supports fully automated execution and analysis:

```bash
# Run automated benchmarks
pentestgpt-benchmark run --all --model opus --timeout 1800
pentestgpt-benchmark run --range 1-10 --pattern-flag
pentestgpt-benchmark run --retry-failed

# Analyze results
pentestgpt-benchmark analyze
```

See [CLAUDE.md](../CLAUDE.md#benchmark-system) for complete documentation.

## Research Paper Directions


## Performance Issues and Proposed Solutions
1. Improve overall performance with subagents.
2. Reduce chances of giving up.


## Other Bugs and Improvements