BookWriter-A2A (RQ1)
This folder contains evaluation scripts and the reference trajectory configuration for the BookWriter-A2A runs under the RESULTS directory.
Files
evaluate_trajectory.py- Evaluates multiple trajectory metrics (e.g., exact match, in-order match, any-order match, precision, recall).
- Input: per-session
execution_path.mdfiles under each model'stest_results/<session>/directory. - Output: a CSV summary (and optionally a CSV of failure reasons when enabled).
evaluate_success.py- Computes per-model success rate based on generated artifacts in each session folder.
- Output: JSON (detailed) and CSV (summary).
analyze_retry_patterns.py- Analyzes retry patterns and error locations from
execution_path.md. - Output: JSON/CSV summaries.
- Analyzes retry patterns and error locations from
reference_trajectory.yaml- Defines the reference (ground-truth) trajectory and evaluation configuration.
Usage
Run from this directory:
Trajectory evaluation:
python3 evaluate_trajectory.py --config reference_trajectory.yaml --output evaluation_results.csv
Trajectory evaluation with failure diagnosis (CSV only):
python3 evaluate_trajectory.py --config reference_trajectory.yaml --output evaluation_results.csv --diagnose-failures
Success-rate analysis:
python3 evaluate_success.py
Retry-pattern analysis:
python3 analyze_retry_patterns.py
Notes
- These scripts assume the default
RESULTSlayout used in this repository (see theBASE_DIR/PROJECT_NAMEconstants in each script). - Markdown report generation is intentionally disabled in the trajectory evaluator; outputs are written as CSV/JSON only.