| name | quantification-metrics-dos |
| description | Sub-skill of quantification-metrics: Do's (+1). |
| version | 1.0.0 |
| category | business |
| type | reference |
| scripts_exempt | true |
Do's (+1)
Do's
✅ Use Real Data: Base calculations on observed measurements, not estimates
✅ Document Assumptions: Clearly state hourly rates, frequencies, and other variables
✅ Provide Ranges: Use minimum/expected/maximum for uncertain values
✅ Show Work: Include calculation steps for transparency
✅ Cite Sources: Reference industry benchmarks or comparable systems
✅ Validate Reasonableness: Check if results make sense
✅ Update Regularly: Refresh metrics as actual data becomes available
Don'ts
❌ Don't Inflate Numbers: Stick to realistic, defensible calculations
❌ Don't Hide Assumptions: Always make assumptions explicit
❌ Don't Use Vague Terms: Avoid "significant improvement" without numbers
❌ Don't Cherry-Pick: Include both positive and negative impacts
❌ Don't Ignore Context: Consider organizational factors affecting results
❌ Don't Over-Precision: Use appropriate significant figures
❌ Don't Skip Validation: Always check math and logic
