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review · segments

Mining user corrections from auctionbot session

claude 13 events 1 segments wip/reddit-scraper-refactor

segment 1 of 1

Extract user corrections from auctionbot session transcript

Done

The assistant was tasked with mining a Claude Code session transcript for user corrections. It wrote a Python script to extract human messages, ran it, read the output, analyzed 40 messages, identified one genuine correction (message 17 where Mike pushed back on a diagnostic conclusion), and output a structured correction record.

outcome

A structured output with one correction was produced and acknowledged.

next steps

key decisions

  • Used a Python script to filter human messages from the raw transcript
  • Read the output directly since it was small (40 messages)
  • Analyzed each message for pushback signals, distinguishing corrections from neutral instructions

open questions

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