Last Updated: July 16, 2025
© 2025 The Richo Edge. All rights reserved. Content copyright timestamped 2025.
Overview
The combined loop and scoring prompt runs all completed Level 1 ProFleet framework modules sequentially for a specified fleet and guides ChatGPT to produce an integrated risk management 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 ProFleet framework module prompt sequence separately for your target fleet. 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 fleet.
Sequential Execution:
The prompt will automatically run all Level 1 ProFleet 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 fleet management playbook, including module-level scores that help prioritize or weigh each module’s insights and recommendations.
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 fleet data and previous analysis context, run all Level 1 ProFleet framework modules sequentially for [TARGET]:
- Fleet Utilization Analysis
- Maintenance Scheduling and Predictive Diagnostics
- Fuel Consumption and Efficiency Optimization
- Driver Performance and Safety Monitoring
- Fleet Risk and Compliance Assessment
- Route Optimization and Logistics Planning
- Cost Analysis and Budget Forecasting
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:
| Module | Weight |
|---|---|
| Fleet Utilization Analysis | 0.15 |
| Maintenance Scheduling and Diagnostics | 0.15 |
| Fuel Consumption and Efficiency | 0.15 |
| Driver Performance and Safety | 0.10 |
| Fleet Risk and Compliance | 0.10 |
| Route Optimization and Logistics | 0.15 |
| Cost Analysis and Budget Forecasting | 0.20 |
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:
The prompts, frameworks, and related content on this page are the exclusive intellectual property of The Richo Edge and are protected by copyright law. Unauthorized copying, reproduction, or redistribution is prohibited. Use of this content is permitted for personal, non-commercial purposes without prior authorization. Commercial use requires explicit permission. We encourage you to write about or reference our frameworks in blogs or articles, with clear credit to The Richo Edge. For permission requests, please contact us via the website contact form. Please review our Terms of Use for detailed copyright and usage policies.
RISI Fingerprint Protection:
All RISI prompts and frameworks are secured and authenticated through our proprietary RISI Fingerprint technology.