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Preview email labels before changing your inbox

This recipe categorizes Gmail messages and suggests reply or deadline labels, with a preview mode and explicit permission before applying changes.

Original by Jeroen Erne / NexibeoClassification

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Credits and license

“15 · Gmail labeler” by Jeroen Erne / Nexibeo. Read the original source.

This expanded guide is an AI-narrated adaptation of the source’s essential explanation, examples and caveats, not a word-for-word reading. The synthetic voice does not imitate the author or imply their endorsement.

License: MIT

MIT License

Copyright (c) 2026 Jeroen Erne (https://nexibeo.com, https://completeaitraining.com)

Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.

Our summary

An inbox contains messages that need replies, bills, newsletters, and suspicious requests. This recipe asks Jev to choose a category and check whether a personal reply or deadline is involved. It can start with sample messages before connecting to a real Gmail account.

Ordinary software checks facts in message headers before asking Jev. Uncertain messages receive a review label, and suspicious mail never receives automatic reply or deadline labels. A preview makes no changes; applying the plan only adds labels and does not send, move, or delete mail.

Using real mail requires the user's own Google application and account permission. Sender details, the subject, and a limited body excerpt go to Jev through OpenRouter unless the headers-only option is used. The small sample's phishing results do not establish protection for a live inbox.

Key takeaways

  1. Inspect proposed labels before enabling changes.
  2. Do not turn urgency in suspicious mail into an instruction to act.
  3. Review exactly which email information goes to an external service.

JevMade inspected the written recipe but did not connect an inbox or reproduce the author's classification and account-connection tests.

GitHub cookbook · Source reviewed

Read the original guide Opens the author’s site in a new tab.