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Mk 015

ASecurity

Customer-clue inventory. Use when the task requires separate columns for raw clues, sources, knowns, and unknowns. 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-015 --agent claude-code

Installs into .claude/skills of the current project.

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SKILL.md
---
name: mk-015
description: "Customer-clue inventory. Use when the task requires separate columns for raw clues, sources, knowns, and unknowns. Apply this method to the specified inputs and verify the deliverable"
---

# MK-015 | Customer-clue inventory

For a regular chat, upload `packs/mk-015.md`. It includes the shared rules, this method, and required references

## Purpose

This skill delivers: **Separate columns for raw clues, sources, knowns, and unknowns**

Hypotheses are useful but do not establish demographics or market share; do not fabricate interview content or customer experiences

## Required inputs

Provide: Product facts, existing customer data, surveys, or customer-service records

## Method

1. Gather clues such as product images/pages/Sales Kits, three USPs, price, purchase frequency, and existing customer/audience data
2. Give the AI and team a shared view of the product before moving to Persona work
3. Separate facts, brand assumptions, and consumer hypotheses awaiting validation; do not mix AI estimates into customer facts

## Calculations and interpretation

Treat customer roles and motivations as hypotheses initially; do not establish someone's actual identity from a single purchase behavior

## Required output fields

| Order | Field | How to complete |
|---:|---|---|
| 1 | Hypothesized group | Use source evidence, an intermediate method result, or an explicit unknown; do not invent information |
| 2 | Buying/using role | Use source evidence, an intermediate method result, or an explicit unknown; do not invent information |
| 3 | Trigger situation | Use source evidence, an intermediate method result, or an explicit unknown; do not invent information |
| 4 | Tasks and concerns | Use source evidence, an intermediate method result, or an explicit unknown; do not invent information |
| 5 | Supporting clues | Use source evidence, an intermediate method result, or an explicit unknown; do not invent information |
| 6 | Counterexamples | Use source evidence, an intermediate method result, or an explicit unknown; do not invent information |
| 7 | Items to validate | Use source evidence, an intermediate method result, or an explicit unknown; do not invent information |
| 8 | Suitable message | Use source evidence, an intermediate method result, or an explicit unknown; do not invent information |

## Verification cases

**MK-015-C05 | An order contains maternity and baby products**

Expected: Do not immediately identify the buyer as a mother; separate the buying and using roles

**MK-015-C06 | Different clues support two situations**

Expected: Keep both candidates and request the data that would distinguish them

## Method sources

Source file: 行銷策略實戰學程Day1-小眾就是大眾 × 精準 Persona × 數位資產

Location: Persona

Source basis: extracted from course materials

Source URL: https://docs.google.com/presentation/d/11Jecvwonn6oA3y3zexPkNOv0iAJuL_7uqERiSNexjjw/edit

English translation of source excerpt:

> Niches form the mass market × precise Personas × digital assets

Files in this skill

  • SKILL.md3 KB
  • assets/check-context.py14.6 KB
  • assets/context-contract.json9 KB

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