GameBuilder-MCP (RQ1)

This folder contains analysis scripts and configuration files for evaluating the GameBuilder-MCP task results under the RESULTS/ directory.

What’s included

analyze_retry_patterns.py
- Parses each session’s execution_path.md and aggregates retry/error statistics.
- Outputs JSON/CSV summaries in this folder.
evaluate_success.py
- Computes per-model task success rates from validation_result.json.
- Outputs JSON/CSV summaries in this folder.
evaluate_trajectory.py
- Evaluates trajectory-level metrics by comparing parsed trajectories against a reference trajectory.
- Outputs CSV only.
reference_trajectory.yaml
- Reference (ground-truth) trajectory definition and evaluation configuration.

Usage

Run scripts from this directory, for example:

python3 analyze_retry_patterns.py
python3 evaluate_success.py
python3 evaluate_trajectory.py --config reference_trajectory.yaml --format csv --output evaluation_results.csv