vamseeachanta

quantification-metrics-dos

'Sub-skill of quantification-metrics: Do''s (+1).'

vamseeachanta 18 7 Updated 5mo ago
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npx skillscat add vamseeachanta/workspace-hub/quantification-metrics-dos

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SKILL.md

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

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