A weekly pass that files self-emailed ideas into topic buckets — auto-labeling the confident ones and flagging the judgment calls.
Only high-confidence labels are applied automatically. When a subject line isn't enough, a browser agent opens the linked post to read the actual content before deciding.
| Subject | Best guess | Why flagged |
|---|---|---|
| "this changes everything" | AI Tools? | No link, ambiguous subject |
| fwd: podcast episode | News? / Investing? | Spans two topics |
Borderline calls are handed back as a short list rather than mislabeled — the human keeps the final say on the tricky ones.