Raycaster/ Eval

SpreadsheetBench

GPT 5.4 on 105-24

1/1Pass
Domain
SpreadsheetBench
Category
AI Agents for Spreadsheet Automation and Workbook Editing
Harness
dual

Prompt excerpt

Task context

You are solving a spreadsheet benchmark task in a real workbook. Objective: Produce the correct final workbook state for the expected answer region. What matters: - Only the values in the expected answer region will be graded. - The workbook is the answer. Instructions: 1. Read the workbook and inspect the relevant data region first. 2. Infer the required result for the provided workbook instance. 3. Write the final value(s) directly into the expected answer region. 4. Do not rely on prose, formulas in your chat response, pseudocode, or VBA as the answer unless the benchmark explicitly requires those to be written into cells. 5. If the natural-language task asks for a general method, formula, or macro, convert that into the concrete result needed for this workbook instance. 6. Keep your final text response short and only summarize the workbook cells you changed. Relevant data region(s): Open!'B1:P23,'Productivity!'A1:E21' Expected answer region(s): 'Open'!C2:C23 Expected answer sheet(s): Open Task: In my Excel file, the 'Open' sheet contains IDs in Columns C and K. Find all these IDs and replace them with their respective Names. The corresponding Names for these IDs are located in Columns A and B of the 'Productivity' sheet. I require assistance with creating a macro or to automate this replacement process and also automatically consider any new additions to Columns A and B in the future for replacements. Do not create instructions, explanations, or a ID_Lookup_Helper tab. Do not create add data to any other columns other than C or K in the Open tab. Do not hide any data.

Response trace

Agent response, tools, files, and edits

Open full trace

On a phone, the interactive viewer works best full-screen — pick the narrative report or the files & trajectory workspace.

Why Eval exists · why Workspace exists

Public evidence and cloud agents are the same harness.

Eval exists so scores are inspectable—tasks, trajectories, artifacts, and rubric verdicts anyone can open.Workspace exists so people can automate real file work with that harness, and so Raycaster never evaluates work it cannot perform.