We built a small open-source CLI that turns long talks into a one-page playbook, and finds one real public quote for a c...

We built a small open-source CLI that turns long talks into a one-page playbook, and finds one real public quote for a cold opener.What we found interesting: on two Karpathy recordings the model proposed 106 quotes, and 4 were not in the transcript. The code checks every quote and drops those. Nothing verified, no opener.Transcripts are machine-made, so check the clip.https://workloft.ai/ships/signal-finder-2026-11-03.htmlCode: https://github.com/workloftai/ships/blob/main/examples/169-signal-finder.md#OpenSource #LLM #Python #AIAgents

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