viral-factory

Diagnose and rewrite short-video scripts for higher engagement and shareability.

11|1|Updated Aug 3, 2026
One-click install
npx skills add https://github.com/2282199198/zuiqiang-shifu --skill viral-factory-2282199198
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: viral-factory
Source: https://github.com/2282199198/zuiqiang-shifu/tree/main/viral-factory
Command: npx skills add https://github.com/2282199198/zuiqiang-shifu --skill viral-factory-2282199198

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Existing videos or scripts underperform and creators cannot tell whether the issue is the opening, the emotional resonance, the structure, or the title. This Skill provides a five-step diagnostic and rewriting pipeline that locates the exact failure point and fixes it without fabricating facts or using fear-based hooks. ## Core Features & Use Cases - Content Diagnosis: Score any script or published video against a four-condition checklist (comprehension cost, audience size, emotional/informational need, interactivity) plus an information-density audit that deletes filler sentences. - Opening, Resonance, and Structure Rewrites: Rewrite the first 3 seconds around the core message, inject concrete emotional-memory hooks, and match the content to one of three viral archetypes with the right format (BGM-driven short form vs. narrative long form). - Title and Cover Packaging: Generate multiple title candidates with keyword coverage for search traffic, then verify against post-publish metrics (click-through, bounce, completion). - Use Case: A creator's talking-head video has low completion rate. The Skill diagnoses redundant explanatory sentences, rewrites the opening to state the core message in 3 seconds, and proposes three titles aligned with the video's actual promise. ## Quick Start Ask the AI to use the viral-factory skill to diagnose why your attached video script has poor data and rewrite its opening, structure, and title step by step.

Frequently Asked Questions about viral-factory

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I figure out why my short video has low views?

Run the four-condition checklist: comprehension cost, audience size, emotional or informational value, and interactivity. Score each with evidence, then audit information density by deleting sentences that merely explain the previous one. The failing condition tells you which step to fix.

How to rewrite the first 3 seconds of a video script?

Write your core message in one sentence, then check whether the opening points to it. Remove any fear-based hooks like "last chance" phrasing, and avoid repeating information already visible on screen. The opening should tell viewers why the video matters to them.

Should I write a full word-for-word script for talking-head videos?

No. For talking-head or knowledge content, use a whiteboard-style outline of key points to avoid missing items without sounding stiff. Word-for-word scripts are only required for skits, storylines, or videos that involve on-camera reading.

When should I stop optimizing a video and change the topic instead?

If diagnosis shows the topic's emotional resonance range is too small, the traffic ceiling is locked and no editing technique will fix it. The Skill includes a stop condition that routes you back to topic selection rather than polishing a low-ceiling idea.

Can I use this skill if I only need a title, not a full script review?

Title-only requests are routed to a dedicated title module rather than this pipeline. This Skill keeps its title-packaging step only when you also want full script diagnosis, rewriting, or post-publish metric review.