1. 01
   Fetching transcript

   Pulling captions from YouTube
2. 02
   Identifying debaters

   Two distinct opposing positions, or we fail closed
3. 03
   Extracting claims

   Every load-bearing assertion gets a claim_id and a timestamp
4. 04
   Mapping refutation chains

   Assertion → rebuttal → counter, exchange by exchange
5. 05
   Detecting fallacies

   Quoted, classified, severity-rated 1–5
6. 06
   Computing verdict

   Derived from the counts, not the vibes
7. 07
   Validating against the math

   Re-running the formula. Bias-killer.

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