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Mk 423

ASecurity

Long-Article Adaptation into Short Social Posts. Use when work requires passage adaptations without new facts; process the specified inputs using this method and verify the deliverable

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  • Added October 23, 2026
ai-agentsgoperformance

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  • cli

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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-423 --agent claude-code

Installs into .claude/skills of the current project.

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SKILL.md
---
name: mk-423
description: "Long-Article Adaptation into Short Social Posts. Use when work requires passage adaptations without new facts; process the specified inputs using this method and verify the deliverable"
---

# MK-423 | Long-Article Adaptation into Short Social Posts

For ordinary chat, upload `packs/mk-423.md`, which includes the shared rules, this method, and required references

## Purpose

This skill delivers: **Passage adaptations without new facts**

High reach supports observations about content, not paid conversion performance; do not claim to have viewed visuals you have not actually obtained

## Required inputs

Original article or specified passages, audience/platform, product facts and conditions to preserve, adaptation purpose and length requirements

## Method steps

1. Select one question the source answers and locate its supporting facts
2. Write a complete standalone short post, retaining conditions/author perspective without turning examples into universal outcomes
3. Check each sentence against the source and remove invented numbers, experiences or causality; deliver the passage mapping and actual post

## Calculation and interpretation

Content reuse requires fidelity and permission; assess reach, engagement, clicks, and sales separately

## Required output fields

| Order | Field | How to complete |
|---:|---|---|
| 1 | Source passage/topic | Use the supplied source, calculation, or explicit unknown |
| 2 | Preserved facts/conditions | Use the supplied source, calculation, or explicit unknown |
| 3 | Complete short post | Use the supplied source, calculation, or explicit unknown |
| 4 | Platform/length | Use the supplied source, calculation, or explicit unknown |
| 5 | Sentence-to-source mapping | Use the supplied source, calculation, or explicit unknown |
| 6 | Open confirmations | Use the supplied source, calculation, or explicit unknown |

## Verification cases

**MK-423-A1 | Source says only some tested participants benefited**

Expected: Retain scope/conditions, not universal benefit

## Method sources

Original file: 營業額提升主要關鍵(二)社群/會員經營技巧

Source locator: social media

Source basis: extracted from course materials

Original URL: https://docs.google.com/presentation/d/1ZYpstuVAXGk9KdZt1QZm2OQ7ozpYYtfrBf0Xsy7kRx8/edit

English translation of source excerpt retained in the master sheet:

> Social / member management and mobile marketing thinking

Files in this skill

  • SKILL.md2.4 KB
  • assets/check-context.py14.6 KB
  • assets/context-contract.json13.3 KB

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