skill-trending-topics · Trending Topics Discovery
Scrape real-time hot-search lists from Weibo, Douyin, Zhihu, Toutiao, and Bilibili — filter for your vertical and output remix-ready topic ideas.
Minute-level hot lists → vertical matching → remix analysis: top-10 cross-platform hot topics, 3-5 recommended remix topics (angle + urgency), and cross-platform trend insight. Uses verified public APIs (no key); with a Profile it auto-filters by your vertical.
Example invocation: "What's trending today? Find me a few writeable topics."
Full brief
Positioning
skill-trending-topics is the hotspot tracker: it answers "what's trending right now". It scrapes minute-level real-time hot lists for remix topics — not day-level deep industry aggregation.
Core capabilities
- Real-time hot-list scraping: Weibo, Douyin, Zhihu, Toutiao, Bilibili; default Weibo + Douyin.
- Verified public APIs: 60s primary (/v2/ paths) + xxapi fallback, no key needed; never scrapes official sites (anti-bot) or unverified third-party APIs.
- Vertical matching: filters by vertical with high/medium/low relevance when a Profile exists; full top-10 otherwise.
- Remix analysis: picks 3-5 topics with remix value — debatable, matched to creator positioning, within the freshness window, differentiable (not plain repost).
- Trend insight: cross-platform overlaps (Weibo+Douyin = major event), rising trends, predictable follow-up topics.
Workflow
- Confirm platforms (default Weibo + Douyin), vertical, purpose
- Scrape hot lists (60s primary, xxapi fallback)
- Parse and rank by heat
- Vertical filtering (with Profile)
- Remix analysis + trend insight
- Output the hot-list brief
Inputs & outputs
| Input | Required | Notes |
|---|---|---|
| Platforms | Optional | Weibo / Douyin / Zhihu / Toutiao / Bilibili (default Weibo + Douyin) |
| Vertical | Optional | Auto-extracted from Profile |
| Purpose | Optional | Browse / find remix topics / ride trends |
Output: hot-list brief (cross-platform top 10 + 3-5 recommended remix topics + trend insight).
Boundaries with adjacent skills
| Skill | Lane |
|---|---|
| skill-trending-topics (this) | Minute-level hot lists for fast remix topics |
| skill-news-intelligence | Day-level deep industry aggregation; no hot lists |
Fit
- Daily trending-topic sourcing
- Fast content riding hot trends
- Cross-platform major-event trend calls
Before you start
- No API key; external proxy preconfigured (auto-applies).
- If all sources fail, it says so and asks the user to paste a hot-list screenshot or text.
skill-trending-topics is part of the Aiglade Skill library. Invoke it from the Aiglade chat box in plain language.