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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.md files under each model's test_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.
  • 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 RESULTS layout used in this repository (see the BASE_DIR / PROJECT_NAME constants in each script).
  • Markdown report generation is intentionally disabled in the trajectory evaluator; outputs are written as CSV/JSON only.