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/impact-quantification

@e4e97c5

Estimate and communicate business impact of insights. Use when sizing opportunities discovered in analysis, calculating ROI of recommended actions, or prioritizing initiatives by potential impact.

Use this Skill: https://skilld.dev/gh/nimrodfisher/data-analytics-skills/impact-quantification

This session only. Nothing lands on disk.

assetsimpact_estimate_template.md

≈359 tokens on demand. Your agent reads this file only when SKILL.md points to it.

Impact Estimate

Initiative / finding: [brief description]
Analyst: [name]
Date: [YYYY-MM-DD]
Impact type: Revenue growth / Cost reduction / Risk reduction / Efficiency gain
Time horizon: [e.g. annual, 3-year, one-time]


Headline Estimate

Scenario Estimate
Low $[X]
Base $[Y]
High $[Z]

Confidence level: High / Medium / Low
Confidence rationale: [1–2 sentences on why this confidence level was chosen]


How the Estimate Was Built

Formula used: [e.g. Affected volume × Lift % × Value per unit × Periods]

Input Value Source Confidence
[e.g. baseline monthly orders] [e.g. 10,000] [measured — DW] High
[e.g. expected lift] [e.g. 2%] [expert estimate] Medium
[e.g. avg order value] [e.g. $85] [measured — DW] High

Base estimate calculation:
[10,000 orders/month] × [2% lift] × [$85 AOV] × [12 months] = $[result]


Key Assumptions and Sensitivities

Assumption Value If 50% worse, impact becomes
[Lift %] [2%] [$X]
[Baseline volume] [10,000] [$Y]

What Is Not Included

  • [e.g. implementation cost]
  • [e.g. cannibalisation of existing revenue]
  • [e.g. revenue from market segments not in scope]

Recommended Action

[1–2 sentences: what should the stakeholder do based on this estimate?]

Source: SKILL.md on GitHub

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  • Gen Agent Trust Hub17d

    The skill provides a set of templates and Python scripts for business impact quantification. It performs simple arithmetic on user-provided metrics and does not exhibit any malicious patterns, network activity, or unsafe code execution.

  • Socket17d

    No alerts

  • Snyk17d

    Risk: LOW · No issues

  • ZeroLeaks5mo

    Score: 93/100 · 2 sections analyzed

Signed by skilld at e4e97c5. This ties the file your Agent reads to that commit on GitHub. It does not review the instructions.

Last checked against GitHub 6 days ago.

Activeupdated 5 months ago

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