Financial Topic Selection Assistant

Problem

Finance content teams often struggle with two questions: which sector is worth covering today, and which angle can be explained in one minute with a memorable takeaway. Price moves alone miss community sentiment and policy triggers, while hot discussion alone can produce vague sector posts. This skill turns topic selection into a repeatable workflow: build a sector pool first, extract content angles inside each sector, and output a fixed brief that can be published or converted into a script.

How It Works

• Three-source scan: searches market moves, community discussion, and policy/news drivers, then merges them into 10-15 candidate sectors.
• Cross-market mapping: checks whether HK, US, macro, or commodity variables transmit to A-shares/HK stocks, avoiding unrelated events.
• Narrative anchor: uses advance/decline ratios to choose an emotion, event, or divergence framing that changes search focus, weighting, and tone.
• Internal scoring: ranks candidates by sector activity, cross-platform heat, retail participation, information density, content fit, and catalyst persistence, without exposing scores.
• Fixed output: returns a sector heat overview, exactly 5 short-term topics, at least 2 long-running topics, and a backup pool; triggering 1-minute closing review can generate a 200-260-word spoken script.

Boundaries

• Best for daily finance self-media planning, sector closing summaries, and first-draft spoken scripts.
• Not suitable for stock recommendations, buy/sell calls, or unverified rumors.
• Keep data sources traceable; mark intraday data as needed and prefer closing data after market close.