Knowing which fields are factored into the category assignment

It would be great to know somewhere which fields are being injected into the context window when running it through each category. For example, are the mail headers included? Are the recipients, sender and subject details referenceable?

I’d like to create quite specific rules to pick out spam/junk/phishing emails, but I don’t know if I can instruct it by saying things like:

Apply this label if the email falls under one or more of these cases:

  • Phishing or impersonation

    • Requests for passwords, MFA codes, recovery phrases, or one-time codes

    • Requests to “verify”, “confirm”, “unlock”, or “restore” an account via a link EXCEPT where the sender domain matches the service that is being requested.

    • Sender claims to be a bank, government agency, delivery service, or platform but:

      • The sender domain does not match the claimed organization

      • The email uses generic greetings like “Dear customer” when the sender should know the recipient’s name

    • Urgent security warnings combined with a call to action

  • Coercion or pressure tactics

    • Artificial urgency: “act now”, “last chance”, “account will be closed today”

    • Threats of loss, penalties, suspension, or legal action without proper context

    • Emotional manipulation: fear, panic, shame, or guilt as the primary motivator

  • Spam or affiliate marketing behavior

    • Affiliate-style language: “make money fast”, “passive income”, “guaranteed returns”

    • Get-rich-quick schemes, crypto pumps, trading bots, or financial promises

    • Cold outreach selling SEO, marketing, lead generation, or web services

    • Obvious mass-sent emails unrelated to any prior interaction

  • Abusive or inappropriate content

    • Sexual content, explicit imagery, or sexually suggestive messaging

    • Harassment, insults, aggressive language, or intimidation

    • Scam-style romance or relationship manipulation

Other cases may include a mismatch of intent in the subject vs email body.

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Upvoters
Status

In Review

Board

💡 Feature Request

Date

21 days ago

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