$npx -y skills add vamseeachanta/workspace-hub --skill dos --agent claude-code
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---
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