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Mk 036

ASecurity

Interpreting four types of search intent. Use when the task requires intent classifications, supporting reasons, and uncertain items. 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-036 --agent claude-code

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SKILL.md
---
name: mk-036
description: "Interpreting four types of search intent. Use when the task requires intent classifications, supporting reasons, and uncertain items. Apply this method to the specified inputs and verify the deliverable"
---

# MK-036 | Interpreting four types of search intent

For a regular chat, upload `packs/mk-036.md`. It includes the shared rules, this method, and required references

## Purpose

This skill delivers: **Intent classifications, supporting reasons, and uncertain items**

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. Classify the literal search wording as informational, navigational, commercial investigation, or transactional
2. Informational searches seek understanding; navigational searches seek a specific destination; commercial investigation compares options; transactional searches indicate readiness to act
3. When literal wording is insufficient, mark "undetermined" and list the missing clues. These categories are not fields in the Google Ads interface

## 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 | Unit of analysis | Use source evidence, an intermediate method result, or an explicit unknown; do not invent information |
| 2 | Original clue | Use source evidence, an intermediate method result, or an explicit unknown; do not invent information |
| 3 | Classification definition | Use source evidence, an intermediate method result, or an explicit unknown; do not invent information |
| 4 | Classification result | Use source evidence, an intermediate method result, or an explicit unknown; do not invent information |
| 5 | Support/counterexample | Use source evidence, an intermediate method result, or an explicit unknown; do not invent information |
| 6 | Unknown | Use source evidence, an intermediate method result, or an explicit unknown; do not invent information |
| 7 | Downstream use | Use source evidence, an intermediate method result, or an explicit unknown; do not invent information |

## Verification cases

**MK-036-C05 | One record meets opposing conditions**

Expected: Mark it contradictory or undetermined; do not arbitrarily assign the most common category

## Method sources

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

Location: Informational

Source basis: extracted from course materials

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

English translation of source excerpt:

> Informational

Files in this skill

  • SKILL.md2.8 KB
  • assets/check-context.py14.6 KB
  • assets/context-contract.json8.9 KB

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