Skip to content
Back to skills

Mk 033

ASecurity

Separating events from personality descriptions. Use when the task requires abstract labels rewritten as verifiable events. Apply this method to the specified inputs and verify the deliverable

  • 259 stars
  • 0 votes
  • 0 copies
  • 3 views
  • Added October 23, 2026
ai-agentsgo

Security analysis

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-033 --agent claude-code

Installs into .claude/skills of the current project.

Are you the author of Mk 033?

Add the live security badge to your README. It updates with every re-scan.

Security grade badge for Mk 033
[![Security: A — Skills Directory](https://www.skillsdirectory.com/api/skills/backtrue-mk-033/badge)](https://www.skillsdirectory.com/skills/backtrue-mk-033)

More formats (shields.io, HTML) on the badges page. Keep it an A: scan every change in CI with Pro.

Download with Pro
SKILL.md
---
name: mk-033
description: "Separating events from personality descriptions. Use when the task requires abstract labels rewritten as verifiable events. Apply this method to the specified inputs and verify the deliverable"
---

# MK-033 | Separating events from personality descriptions

For a regular chat, upload `packs/mk-033.md`. It includes the shared rules, this method, and required references

## Purpose

This skill delivers: **Abstract labels rewritten as verifiable events**

Task stages are analytical categories, not a claim that every customer follows the same path

## Required inputs

Provide: The product or service, customers' own words, existing pages, and actions the company can support

## Method

1. An event description must state something observable that happens, not a personality label such as "values quality" or "likes looking good"
2. If a description cannot answer "What happened?", return to the event level and rewrite it
3. Do not substitute Persona traits for evidence of a need trigger

## Calculations and interpretation

Search phrases and paths are planning hypotheses; check them against real search terms and evidence of how pages support the need

## Required output fields

| Order | Field | How to complete |
|---:|---|---|
| 1 | Trigger event | Use source evidence, an intermediate method result, or an explicit unknown; do not invent information |
| 2 | The customer's current problem | Use source evidence, an intermediate method result, or an explicit unknown; do not invent information |
| 3 | Available answer | Use source evidence, an intermediate method result, or an explicit unknown; do not invent information |
| 4 | Supporting page/creative | Use source evidence, an intermediate method result, or an explicit unknown; do not invent information |
| 5 | Gap | Use source evidence, an intermediate method result, or an explicit unknown; do not invent information |
| 6 | Reasonable next step | Use source evidence, an intermediate method result, or an explicit unknown; do not invent information |
| 7 | Basis | Use source evidence, an intermediate method result, or an explicit unknown; do not invent information |

## Verification cases

**MK-033-C05 | An ad promotes a service that the page does not explain**

Expected: Record a verifiable promise gap; do not immediately conclude it caused all abandonment

**MK-033-C06 | No verbatim customer statements are available**

Expected: Produce only a need map awaiting validation, not a claimed finding from actual research

## Method sources

Source file: Google Ads 第一堂|看懂需求,才知道廣告怎麼接

Location: Trigger event

Source basis: extracted from course materials

Source URL: https://docs.google.com/presentation/d/15ZOg0pX_xikpdA3FwGEoCSVgWortvCnxSe4hz4ugizg/edit

English translation of source excerpt:

> Identify need-trigger events

Files in this skill

  • SKILL.md2.8 KB
  • assets/check-context.py14.6 KB
  • assets/context-contract.json9 KB

Attribution

Is this your skill, or is something wrong with this listing? Request removal or report an issue. Author removals are honored within 72 hours.

View all in ai-agents →

Comments

Loading comments…

Newsletter

Get the weekly list of safe new skills, and the ones we pulled.