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social-media-title-insight analyzes uploaded post data (excel, csv, json, text) to identify patterns in high-performing titles. generates quantitative feature verification and html reports via python scripts, with minimal llm involvement.

hot-topic-ideator generates xiaohongshu trending topic briefs and content ideas for brands through keyword research, note analysis, and engagement scoring. reports output as html with design constraints but procedure lacks clarity on execution and failure handling.