Upload Survey Data
Upload your survey data file (.xlsx, .csv, or .tsv). The tool will parse it and prepare it for prompt generation.
Extract Parameters with Workbench
Copy the prompt below and paste it into the Claude Workbench. Claude will analyze your data and return suggested parameters as JSON. Then paste the response back here.
Review & Edit Parameters
Review the suggested parameters and make any changes. These will be used to generate the final system and user prompts.
Your Notes & Context
Plain-language notes about the project — what the client cares about, what story to tell, anything not obvious from the data. This is carried over from Step 1 and you can still edit it here. These notes are folded into the technical guidance automatically.
The analysis plan will appear here after the extraction step, showing what the AI will analyze and how.
View / Edit Raw Technical Guidance
This is the raw prompt text sent to the AI. It was auto-generated from your data. Edit only if you need to fine-tune the instructions.
Final Prompts for Workbench
Copy each prompt into the Workbench. Paste the System Prompt into the system field and the User Prompt into the user message field. Set model to Sonnet 4.6 or Opus 4.6, max tokens to 32000.
Preview Dashboard Output
Paste the HTML output from the Workbench below, then click "Render" to preview the dashboard.