douyin-meme-analyst closed-book skill

What problem does it solve?

This skill helps you accurately explain why a specific Douyin meme spreads by separating what is observable from what is inferred, and by assigning lifecycle stage conservatively when evidence is partial.

Core Features & Use Cases

• Meme structure to outputs: Produces a repeatable meme definition, spread reasons, emotion, imitation/remix mechanics, audience fit, misread risks, and uncertainty.
• Lifecycle with guardrails: Determines lifecycle stage only when timeline or interaction evidence supports it, otherwise outputs “unknown”.
• Fact vs inference separation: Prevents overclaiming by explicitly distinguishing fact, inference, and unknowns.
• Use case: When given a meme sample pack (phrases/clip description/comment patterns/timeline clues), turn it into a practitioner-level analysis suitable for study, review, or rubric-based evaluation.

Quick Start

Ask the AI to analyze the provided meme sample pack using the Douyin meme analyst closed-book skill and return meme definition, spread reasons, lifecycle stage, core emotion, imitation mechanism, audience usage, misread risk, and uncertainty.