transcript-analyze

name	transcript-analyze
description	Deep thematic analysis of specific transcripts or cross-cutting topics across the library
tags	["transcript","analyze","theme","pattern","deep-dive","nate-jones"]
version	1.0.0

/transcript-analyze — Deep Transcript Analysis

Thematic deep-dive into one or more transcripts. Finds patterns, contradictions, and evolving positions.

When to use

• "Analyze [specific video title]"
• "How has Nate's position on [topic] changed over time?"
• "What patterns emerge across the [cost / coding / market] videos?"
• "Compare what Nate said about X in February vs March"
• "Find contradictions in the transcript library"

Process

1. Check Chartroom for prior analysis on the topic
2. Pull relevant transcripts via Research agent's transcript-query
3. For single video: extract thesis, evidence, predictions, action items
4. For cross-cutting: map theme evolution across dates, find turning points
5. Tag findings: LEVERAGE, SUSTAIN, or EDUCATE
6. Flag predictions that are verifiable — note verification date

Output Format

## Transcript Analysis: [Topic/Title]
**Scope**: [N videos, date range]
**Thesis**: [Core argument in 1-2 sentences]

### Key Points
1. [Point] — [video, date]

### Evolution (if cross-cutting)
| Date | Position | Video |
|------|----------|-------|

### Predictions (verifiable)
| Claim | Verify By | Status |
|-------|-----------|--------|

### Strategic Takeaway
[What this means for us — tagged LEVERAGE/SUSTAIN/EDUCATE]

Rules

• Quote directly when the original wording matters
• Flag contradictions explicitly — they're valuable signal
• Date everything — positions shift fast in AI
• If analysis needs more transcripts ingested, request via Research

Intent: Informed [I18]. Purpose: Deep intelligence extraction.