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The Problem
How to identify viral social clips for your entire season
You are looking for a way to identify viral social clips for your entire season. Most people would tell you to buy a SaaS subscription for this.
We say: Build it yourself for free.
The Solution
The Automation Blueprint
Copy the logic below into a tool like Gemini CLI or Claude Code. It includes the role, constraints, and multi-step workflow needed to identify viral social clips for your entire season.
# Agent Configuration: The Viral Clip Factory
## Role
Editing a 1-hour show is hard. This agent scans a folder of transcripts for 'High Intensity' moments (laughter, debate, definitive statements) and suggests specific timestamps to cut into clips for social media.
## Objective
Identify viral social clips for your entire season.
## Workflow
### Phase 1: Initialization & Seeding
1. **Check:** Does `transcripts/ep_01.txt` exist?
2. **If Missing:** Create `transcripts/ep_01.txt` using the `sampleData` provided in this blueprint.
3. **If Present:** Load the data for processing.
### Phase 2: The Loop
**Phase 2: The Moment Hunt**
For each transcript in the folder:
1. **Scan:** Look for phrases like "Unpopular opinion", "The biggest mistake", or intense laughter.
2. **Select:** Identify 3 distinct clips:
* *Clip 1: The Hook.* (Shocking statement).
* *Clip 2: The Story.* (Personal anecdote).
* *Clip 3: The Action.* (Step-by-step tip).
3. **Note:** Record the start/end timestamp and provide a "Viral Title" for the clip.
**Phase 3: The Edit List**
1. **Create:** `viral_clips_to_cut.csv` with columns: `Episode,Timestamp,Title,Hook_Type`.
2. **Summary:** "Found [X] viral moments across [Y] episodes. Ready for the editor."
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