# LandingPageGenerator-A2A (RQ1)

This folder contains analysis scripts for the **LandingPageGenerator-A2A** benchmark results under the `RESULTS/` directory.

## What these scripts do

- `evaluate_trajectory.py`
  - Parses `execution_path.md` files under each model's `test_results/<session>/` directory.
  - Compares extracted trajectories against `reference_trajectory.yaml`.
  - Outputs a CSV summary of trajectory-based metrics.

- `evaluate_success.py`
  - Computes per-model success rates based on `html_validation.json`.
  - Success criterion: `file_exists == true`.
  - Outputs a detailed JSON file and a CSV summary.

- `evaluate_scores.py`
  - Aggregates per-model `score` values from `html_validation.json`.
  - Outputs a detailed JSON file and a CSV summary.

- `analyze_retry_patterns.py`
  - Analyzes RETRY/error patterns from `execution_path.md`.
  - Outputs JSON/CSV summaries (including error locations).

## Inputs

- `reference_trajectory.yaml` (trajectory ground truth definition)
- `RESULTS/<MODEL>/LandingPageGenerator-A2A/test_results/<SESSION>/execution_path.md`
- `RESULTS/<MODEL>/LandingPageGenerator-A2A/test_results/<SESSION>/html_validation.json`

## Outputs

All scripts write outputs into the same directory as the script itself (this folder), unless an explicit output path is provided.

## How to run

From this folder:

```bash
python3 evaluate_trajectory.py --config reference_trajectory.yaml --output evaluation_results.csv
python3 evaluate_success.py
python3 evaluate_scores.py
python3 analyze_retry_patterns.py
```

## Notes

- `evaluate_trajectory.py` outputs **CSV only** (Markdown generation is disabled).