Three-Platform Hot Keyword Export Assistant

Problem

When planning content topics, operators often guess whether a topic is gaining traction across WeChat Official Accounts, Douyin, and Xiaohongshu. Single-platform searches miss cross-platform variations, while manually collecting keywords, interaction clues, and angles is slow. Without a clear data boundary, stale samples, non-target platforms, and unverifiable engagement numbers can be mistaken for current hot topics.

How it works

keyword-export-hotinfo is intended for hot-topic sweeps, deep dives on a named topic, and keyword aggregation. Full workflow tasks read references/core_workflow.md and follow fixed constraints:
- Extract core terms and related terms from the user request, then build searchable keyword combinations;
- Search hot content only on WeChat Official Accounts, Douyin, and Xiaohongshu;
- Clean samples by platform source, timeliness, interaction reliability, and confidence;
- Aggregate high-frequency theme terms and reusable angles into keyword blocks, per-platform summaries, and an aggregated term table.

Boundaries

This is not a whole-web search skill. It does not cover Weibo, Zhihu, Video Accounts, Bilibili, or other excluded platforms, and it should not invent links, exact engagement counts, or publish timestamps. When users ask for “the whole internet,” the output should still state that coverage is limited to the three platforms. If inputs are too broad, retrieval fails, or sources are unavailable, it should explain the limitation and suggest narrowing the topic, adjusting the time window, or using manual review.