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Mk 074

ASecurity

Marketing return on investment calculation. Use when the task requires an mROI calculation with explicit definitions and cost boundaries. Apply this method to the specified inputs and verify the deliverable

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  • Added October 23, 2026
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Scanned October 23, 2026

npx -y skills add backtrue/thinkwithblack-skill --skill mk-074 --agent claude-code

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SKILL.md
---
name: mk-074
description: "Marketing return on investment calculation. Use when the task requires an mROI calculation with explicit definitions and cost boundaries. Apply this method to the specified inputs and verify the deliverable"
---

# MK-074 | Marketing return on investment calculation

For a regular chat, upload `packs/mk-074.md`. It includes the shared rules, this method, and required references

## Purpose

This skill delivers: **An mROI calculation with explicit definitions and cost boundaries**

Recalculability does not mean the data is complete; break-even points and cost ceilings apply only under the stated assumptions

## Required inputs

Provide: Revenue, gross margin rate or costs, marketing expense and the ROI definition for the same analysis scope

For method questions, provide the formula, variables and an example directly; for a calculation, ask only for missing operands

## Method

1. The course mROI formula: [(revenue × gross margin ratio) − marketing expense] ÷ marketing expense × 100%
2. Use the same analysis scope for revenue, gross margin ratio, and marketing expense; do not force the calculation when marketing expense is zero
3. Use mROI to assess financial accountability; it does not replace process diagnosis of traffic, conversion, average order value, and related metrics

## Calculations and interpretation

Calculate using the ROI definition specified for this case. If none is specified, present advertising ROAS alongside available cost items; do not independently call revenue divided by spend a profit ROI

Retain original values, units, periods, and substituted formulas. The formula is not an unconditional guarantee of results

Define gross profit, contribution margin, cost denominators, and periods explicitly; do not copy classroom example numbers as universal thresholds

## Required output fields

| Order | Field | How to complete |
|---:|---|---|
| 1 | Input variable | Use source evidence, an intermediate method result, or an explicit unknown; do not invent information |
| 2 | Value | Use source evidence, an intermediate method result, or an explicit unknown; do not invent information |
| 3 | Unit and definition | Use source evidence, an intermediate method result, or an explicit unknown; do not invent information |
| 4 | Source | Use source evidence, an intermediate method result, or an explicit unknown; do not invent information |
| 5 | Formula | Use source evidence, an intermediate method result, or an explicit unknown; do not invent information |
| 6 | Result | Use source evidence, an intermediate method result, or an explicit unknown; do not invent information |
| 7 | Limitations | Use source evidence, an intermediate method result, or an explicit unknown; do not invent information |

## Verification cases

**MK-074-C05 | A required denominator is zero**

Expected: Report that the formula is undefined; do not output a zero cost or an infinite target

**MK-074-C06 | Only some costs are supplied**

Expected: Retain the partial result and excluded items; do not call it complete profitability

## Method sources

Source file: 營業額提升主要關鍵(三)從數據來提升 ROI 的策略

Location: mROI

Source basis: extracted from course materials

Source URL: https://docs.google.com/presentation/d/1lwpCxF1cMgaK7Gnvngw8NzytDLYD8MK-p91g8dwSytU/edit

English translation of source excerpt:

> mROI =

Files in this skill

  • SKILL.md3.3 KB
  • assets/check-context.py14.6 KB
  • assets/context-contract.json8.9 KB

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