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Mk 149

ASecurity

Extract Authentic Review Highlights. Use when you need customer review highlights that preserve the original meaning; apply this method to the specified inputs and verify the deliverable

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  • Added October 23, 2026
ai-agentsrustgoperformance

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A100/100

Pro scans all 3 files and shows the line behind each finding

Scanned October 23, 2026

npx -y skills add backtrue/thinkwithblack-skill --skill mk-149 --agent claude-code

Installs into .claude/skills of the current project.

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SKILL.md
---
name: mk-149
description: "Extract Authentic Review Highlights. Use when you need customer review highlights that preserve the original meaning; apply this method to the specified inputs and verify the deliverable"
---

# MK-149|Extract Authentic Review Highlights

For a regular chat, upload `packs/mk-149.md`; it includes the shared rules, this method, and required references

## Purpose

This Skill delivers: **Customer review highlights that preserve the original meaning**

Keep review excerpts faithful; a recommendation, collaboration plan, or reuse arrangement does not mean the other party has been contacted

## Required Inputs

Provide: actual reviews, customer service records, collaboration content, permissions, and performance data

## Method Steps

1. Find usable testimonials in authentic user reviews, Page/business profile comments, sales page testimonial sections, and authorized third-party content
2. Extract specific usage experiences, outcome descriptions, or common questions that answer trust concerns, rather than only five-star adjectives
3. Preserve the original source; do not rewrite reviews as the brand's own claims

## Calculation and Interpretation

Use only authentic reviews and third-party content with usage rights; do not fabricate reviews, endorsements, or engagement

## Required Output Fields

| Order | Field | How to fill it |
|---:|---|---|
| 1 | Original evidence text / location | Original evidence, intermediate method result, or explicitly unknown; do not fabricate |
| 2 | Source and date | Original evidence, intermediate method result, or explicitly unknown; do not fabricate |
| 3 | Supported claim | Original evidence, intermediate method result, or explicitly unknown; do not fabricate |
| 4 | Applicable conditions | Original evidence, intermediate method result, or explicitly unknown; do not fabricate |
| 5 | Permission status | Original evidence, intermediate method result, or explicitly unknown; do not fabricate |
| 6 | Recommended use | Original evidence, intermediate method result, or explicitly unknown; do not fabricate |
| 7 | Inferences not supported | Original evidence, intermediate method result, or explicitly unknown; do not fabricate |

## Method Sources

Original file: Meta廣告學程 102 為什麼這些人不買

Source location: Testimonials

Source basis: Derived from course material

Original URL: https://docs.google.com/presentation/d/1VZM1BFp_CiefpdHFrSRKIDim5oOKHh52w6D5RUXi-Nc/edit

English translation of source excerpt retained in the master table:

> Creative B1: People who viewed but did not add to cart may simply not have bought (use limited-time/limited-quantity copy) or may distrust the brand (use third-party testimonial/review copy)

Files in this skill

  • SKILL.md2.7 KB
  • assets/check-context.py14.6 KB
  • assets/context-contract.json10.3 KB

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