토픽 인텐트 브리프 스킬

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카테고리 하나를 15개 요소로 정리한 의사결정 브리프. 구매 상황, 선택 기준, 제약, 회피, 기준값과 할 일까지.

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SKILL.md (앞부분)

---
name: lm-intent-brief
description: Builds a decision brief for one topic from ListeningMind search data in Korea, Japan or the US, covering the 15 intent elements (buying situations, choice criteria, constraints, avoidance, thresholds and more). Use when someone asks why people buy or search in a category, what they choose by, or wants a category brief from real search behavior.
---

# Topic intent brief

Turns one topic (a category such as "dehumidifier", "日焼け止め", "running shoes") into a brief a marketer or planner can act on.

{COMMON}

## Steps

1. Agree on the topic and market (kr, jp or us). Use the market's language for the topic.
2. `find_samples` with product `intent_kg` and the topic words. If a stored topic matches, use it; otherwise the order will build it.
3. `get_quote` with product `intent_kg`, subject, market. Show the terms. If `options` offers both the stored result and a rebuild, show both with as-of date and age, and let the person choose.
4. After a yes, `place_order` with `quote_id` and `max_lima`, then `wait_for_order` until delivered. Then `get_order_result`.
5. Write the brief from `data.elements` and `data.entities`.

## Brief format

- **One-line read of the market**: what the top buying situations and the strongest avoidance say together.
- **Decision layer**: for each of CEP, occasion, nano intent, KBF, constraint, threshold, avoidance, RTB, list up to 3 nodes with their monthly volume. Skip empty elements and say they were empty.
…

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