Topic intent brief Skill

What it does

A decision brief for one category across the 15 elements: buying situations, choice criteria, constraints, avoidance, thresholds and actions.

Usage sample

SKILL.md (first part)

---
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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