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- viralscout short form video analyzer
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viralscout short form video analyzer
Analyze short-form transcripts to extract hooks, pacing insights, and ready-to-record remix scripts.
Free
viralscout short form video analyzer
Example session with this skill installed
Create a complete creator pack for this transcript: "So everyone tells you to wake up at 4am to be productive. I tried it for 30 days and honestly? It ruined my life. Here is what actually works."
- Read your context and instructions
- Compiled the viralscout short form
I have analyzed the transcript regarding the 4am productivity myth. The content follows a tension-based hook pattern and moves quickly into a contrarian payoff.
ViralScout Creator Pack: Productivity Myths
Source Summary
A 30-day personal experiment debunking the "4am wake-up" productivity trope, transitioning into a "what actually works" resolution.
Hook Analysis
- Type: Tension / Warning (Contrarian)
- Strengths: High relatability; directly challenges popular advice.
- Weaknesses: The transition to the solution is slightly delayed.
Rewrite: "I quit the 4am productivity trend so you don't have to. Here is the schedule that actually doubled my output."
Structure
- Opening: 0-5s (The 4am failure)
- Body: 5-20s (The negative impact on life/work)
- Payoff: 20-30s (The alternative solution)
Retention Suggestions
- Visual Promise: Show a "failed" blurry 4am alarm clock in the first 2 seconds.
- Pattern Interrupt: Cut to a bright, energized shot at 20s when mentioning "what actually works."
- Captions: Emphasize "ruined my life" in red and "actually works" in green.
5 Original Remix Angles
- The Mistake: Why most people fail at early rising (it’s not willpower).
- The Experiment: I tried the "CEO morning routine" for a week. It was a disaster.
- Beginner-Friendly: The "Lazy" productivity hack that beats a 4am alarm.
- Before/After: My focus levels at 4am vs. my focus levels at 9am.
- The Checklist: 3 signs your morning routine is actually killing your focus.
Script Framework (The "Anti-Hustle" Angle)
- Hook: "Stop waking up at 4am just because a billionaire told you to."
- Beat 1: "I tried it for a month. My focus crashed by noon and I was burnt out by Wednesday."
- Beat 2: "Productivity isn't about when you start; it's about managing your energy peaks."
- Payoff: "I switched to a 9am start with deep work blocks, and my revenue grew 40%."
- CTA: "Check the link for my deep work template."
- Notes: Keep the energy high in the hook, then shift to a calm, instructional tone for the payoff.
Content-Gap Hypotheses
- Why "Night Owls" are actually more productive in tech.
- The zero-budget way to fix your sleep hygiene.
- 5 productivity tools that don't require waking up early.
- A 30-second breakdown of "chronotypes."
- The failed attempt: Why I quit the 5am club in 3 days.
Next steps
- Select one of the 5 remix angles for your next video.
- Record the "Anti-Hustle" script focusing on the visual interrupts suggested.
- Test the "Rewrite" hook against your original to compare initial 3-second retention.
Connects securely to your tools. The creator never sees your data.
About this skill
Stop guessing why a video flopped or how to replicate a competitor's success without sounding like a copycat. This skill breaks down raw video transcripts into the structural mechanics that drive retention, giving you a repeatable framework for vertical content.
What it does
- Structure mapping decomposes scripts into opening, body, and payoff segments with word count and pacing metrics.
- Hook classification identifies hook patterns like result-first or tension-based and provides original rewrites.
- Retention auditing pinpoints where to place pattern interrupts, framing changes, and caption emphasis.
- Remix generation produces original content angles including contrarian, beginner-friendly, and mistake-based perspectives.
- Script engineering builds ready-to-record frameworks with specific beats, payoffs, and recording notes.
How it works
- Paste a transcript or video captions into the chat to initiate the normalization and cleaning process.
- Request an analysis to identify the existing hook strength, pacing bottlenecks, and structural flaws.
- Generate a Creator Pack to receive a full suite of remixes, scripts, caption starters, and CTAs based on the source.
- Explore content gaps by asking for hypotheses on untapped angles for a specific niche or topic.
Frameworks & tools
Works with any text-based transcript from TikTok, Instagram Reels, and YouTube Shorts. Compatible with tools like Descript, Otter.ai, or manual caption exports.
Why this beats prompting it yourself
Generic prompts often produce repetitive "influencer" fluff or copy source material too closely. This skill uses a structured breakdown of short-form mechanics to generate original scripts that preserve communication patterns while stripping away the original branding and distinctive wording.
Use cases
- Auditing competitor transcripts to identify high-retention structural patterns.
- Converting long-form video transcripts into multiple high-impact vertical scripts.
- Brainstorming original "remix" angles for a single topic to build a content series.
- Generating structured recording briefs for creators who need clear beats and cues.
Known limitations
Does not have access to live platform analytics, view counts, or real-time trending data. Analysis is restricted to the text provided by the user.
How to install
Works the same in every agent - Claude, Cursor, Codex, Copilot and 20+ more.
- 1
Download the ZIP
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- 2
Unzip into your skills folder
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- 3
Ask your agent to use it
Restart the agent if it was already running. It picks the skill up automatically - no config needed.
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