Introduction
The "From Thought to Quote Creator" in the Autocut series is designed to convert monologue-style or freeform video transcripts into Q&A-style video scripts for engaging social or editorial output. This Creator editorially infers questions from the speaker's flow, drawing out the most relevant themes and structuring the narrative as a natural conversation, anchored by verbatim spoken answers.
How It Works
Input Section
The Creator begins by accepting the following inputs:
Transcription: An srt-encoded transcript with chunk indices and spoken content from a talking head video.
User Input: Optional instructions for speaker info, context, theme, corrections, or creative intent.
System Message and Selection Protocol
Autocut/Chunk Selection:
- Editorially infer 2–3 concise questions (max 10 words each) based on the natural pauses, shifts in topic, or implicit sub-themes in the transcript.
- For each, select a continuous set of chunks that together form a grammatically complete verbatim answer to the question.
- Each answer must begin at a sentence boundary and end at a sentence terminator, using the Sentence Boundary Enforcement Protocol.
- Answers should target about 15–40 words, with up to 60 allowed for sentence integrity and flow.
- Chunk indices for answers are output as arrays (TH1, TH2, TH3) to precisely reference the original video material.
User Input Handling:
- Analyzes user input for spelling corrections, thematic focus, speaker/context, or stylistic intent and applies these elements in strict priority order: corrections > focus/theme > speaker/context > creative intention.
- Directs all question formation, chunk selection, and written framing according to the input provided.
Writing Section
The output uses a structured, editorially inferred Q&A format:
Headline: Writes a headline that expresses the topic of the piece.
Setup Paragraph: Writes a short setup (1–2 sentences) that frames the theme and naturally introduces the subject.
First Question: Prints the first editorially inferred question.
First Answer Chunks: Outputs chunk indices for the first answer as an array.
Second Question: Prints the second editorially inferred question.
Second Answer Chunks: Outputs chunk indices for the second answer as an array.
Bridge: Writes a bridge line that connects the first and second answers.
Third Question: Prints the third editorially inferred question.
Third Answer Chunks: Outputs chunk indices for the third answer as an array.
Wrap-up Paragraph: Writes a short paragraph concluding the reflection or insight.
Autocut CTA: Uses the [Autocut CTA Phrase] if available or a translated version of "Thank you for watching."
Best Use Scenarios
This Creator is ideal for:
- Monologue-to-Conversation Videos: Turning personal or reflective speeches into lively Q&A explainer videos.
- Thought Leadership and Expert Showcases: Highlighting moments of insight by editorially shaping the speaker’s message with natural Q&A flow.
- Social Snippets: Creating concise, interaction-ready edit points for sharing and marketing.
User Guide
Step-by-Step Instructions
- Provide the Transcription: Upload or paste the full srt transcript from the video.
- Set User Input: Optionally specify focus, target topic, context, or creative/tonal requests.
- Run the Creator: The model infers questions, selects natural answer segments, and delivers both prompt and chunk reference arrays.
- Review and Customize: Edit the inferred questions or supporting sentences to fit your platform or storytelling objective.
Tinker with it
Direct the Narrative: Use focused themes or creative tone for shaping Q&A style and content.
Fine-tune Questions: Make questions punchier, more probing, or more relevant to your ideal audience.