vamseeachanta

quantification-metrics-dos

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

vamseeachanta 16 6 Updated 4mo 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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