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UI Interface — Combined Loop and Scoring Prompt for Level 1 ProWarehouse Framework

Last Updated: July 16, 2025
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Overview

The combined master and scoring prompt runs all completed Level 1 ProWarehouse framework modules sequentially for a specified warehouse or distribution center and guides ChatGPT to produce an integrated operational playbook along with self-assessment scores across the RISI dimensions (Role, Insight, Strategy, Impact). It then calculates weighted scores to provide a transparent, quantitative summary of the framework’s overall performance.


How to Use the Combined Loop and Scoring Prompt

Load Each Module Prompt if Starting Fresh:
To ensure accuracy, first complete each Level 1 ProWarehouse framework module prompt sequence separately for your target warehouse. Start with a new ChatGPT thread to maintain clean context.

Activate the Combined Loop and Scoring Prompt:
Copy and paste the following prompt into ChatGPT, replacing [TARGET] with your target warehouse.

Sequential Execution:
The prompt will automatically run all Level 1 ProWarehouse framework modules in order, refreshing insights and applying the scoring system to assess confidence, risk, or other custom metrics.

Review Scored Outputs:
Examine the integrated operational playbook, including module-level scores that help prioritize or weigh each module’s signals.

Iterate as Needed:
Re-run the prompt with updated data or adjusted inputs to refine the analysis over time.


Combined Loop and Scoring Prompt:
Using the latest warehouse data and previous analysis context, run all Level 1 ProWarehouse framework modules sequentially for [TARGET]:

  • Inventory Turnover and Stock Level Analysis
  • Order Fulfillment and Processing Efficiency
  • Space Utilization and Layout Optimization
  • Workforce Productivity and Labor Cost Management
  • Safety Compliance and Risk Mitigation
  • Equipment Maintenance and Downtime Reduction
  • Cost Analysis and Operational Budgeting

For each module:

  • Generate a concise one-paragraph summary of insights.
  • Provide a self-assessment score from 0 to 10 for each RISI category: Role, Insight, Strategy, Impact.

After completing all modules, use these module weights:

ModuleWeight
Inventory Turnover and Stock Level Analysis0.15
Order Fulfillment and Processing Efficiency0.15
Space Utilization and Layout Optimization0.15
Workforce Productivity and Labor Cost Management0.10
Safety Compliance and Risk Mitigation0.10
Equipment Maintenance and Downtime Reduction0.15
Cost Analysis and Operational Budgeting0.20

Calculate the weighted score for each module as the average of its four RISI scores multiplied by the module weight.

Present the results in a markdown table with columns: Module, Role Score, Insight Score, Strategy Score, Impact Score, Module Weight, Weighted Score.

Provide the total weighted score sum for the full framework.

Limit all outputs to clear, concise paragraphs or tables.


Copyright Notice:
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