# PRBench Task Configuration # Each paper has one task.yaml that contains ALL task-specific information. # Agent code is fully generic and reads everything from this file. task_id: task_kolb_2003 # --- Paper Info --- paper: title: "Hydrodynamic description of ultrarelativistic heavy-ion collisions" author: "Peter F. Kolb and Ulrich Heinz" doi: "nucl-th/0305084v2" year: 2003 paper_file: "P.Kolb2003IdealHydro.md" # relative to task dir # --- Files --- instruction_file: "instruction.md" # what the white agent receives metadata_file: "metadata.md" # ground truth formulas + methodology (for grading) ground_truth_data_dir: "data" # directory with reference CSV files ground_truth_code_dir: "reproduction" # --- Input Files (copied to workspace for the white agent) --- input_files: - "eosq.dat" # Equation of state table needed for simulation # --- Expected Outputs (what the white agent must produce) --- expected_outputs: analysis: - "reproduction/ANALYSIS.md" code: - "reproduction/hydro_core.py" - "reproduction/eos.py" - "reproduction/glauber.py" - "reproduction/fig2_glauber.py" - "reproduction/fig4_entropy_temp.py" - "reproduction/fig9_eccentricity.py" data: - "data/fig2_glauber.csv" - "data/fig4_R0fm.csv" - "data/fig4_R3fm.csv" - "data/fig4_R5fm.csv" - "data/fig9_eosi.csv" - "data/fig9_eosq.csv" # --- Docker Environment --- docker: image: "python:3.11-slim" memory_limit: "4g" timeout: 10800 # 3 hours max pip_install: - numpy - scipy - matplotlib # --- Grading Rubric (for model-judge) --- grading: dimensions: - name: "methodology_understanding" weight: 0.20 description: > Does the agent's ANALYSIS.md correctly describe the hydrodynamics methodology, Glauber model initialization, equation of state, and conservation equations? Compare against the ground truth in metadata.md. - name: "code_correctness" weight: 0.15 description: > Are all required code files present? Does the code implement the core hydrodynamics simulation correctly (finite volume/difference schemes, Glauber initialization, EOS handling, conservation equations)? - name: "data_accuracy" weight: 0.50 description: > How well do the generated data files match the ground truth reference data? Compare numerical values with ~20% relative tolerance for hydrodynamic quantities. Check column names, row counts, and value ranges. - name: "completeness" weight: 0.15 description: > Are all 6 data files, all 6 code files, and the ANALYSIS.md present? Are the files non-trivial (not empty/placeholder)? # --- Code-Only Evaluation Mode --- code_only: instruction_suffix: | ## IMPORTANT: Code-Only Mode In this task you are in **code-only mode**. You must: 1. Read and analyze the paper 2. Write `reproduction/ANALYSIS.md` with your methodology analysis 3. Implement ALL code files under `reproduction/` 4. **DO NOT** run the simulation scripts or generate data files 5. Focus on writing correct, complete, and well-structured code Your deliverables are ONLY the analysis document and code files. Do NOT produce any data files. expected_outputs: analysis: - "reproduction/ANALYSIS.md" code: - "reproduction/hydro_core.py" - "reproduction/eos.py" - "reproduction/glauber.py" - "reproduction/fig2_glauber.py" - "reproduction/fig4_entropy_temp.py" - "reproduction/fig9_eccentricity.py" grading: dimensions: - name: "methodology_understanding" weight: 0.25 description: > Does ANALYSIS.md correctly describe the hydrodynamics methodology, Glauber model, EOS, and conservation equations? - name: "code_correctness" weight: 0.50 description: > Read every code file carefully. Check whether the implementation is physically and algorithmically correct: - Finite volume/difference discretization - Glauber model for initial conditions - Equation of state implementation (ideal and tabulated) - Conservation equations and time evolution Compare against ground truth formulas in metadata. - name: "code_quality" weight: 0.10 description: > Is the code well-structured, readable, and does it follow the expected file organization? - name: "completeness" weight: 0.15 description: > Are all 6 code files and the ANALYSIS.md present and non-trivial?