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2026-05-16 12:05:36 -03:00

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Write a current DMARC posture report for the admin using all supplied deterministic telemetry and all open alerts.
Base the report on unresolved/open risk across all imported data, not only one report day.
Mention exact counts/rates, important failing or unknown sources, relevant reporters, and concrete remediation.
DMARC aggregate source IPs are observed transmitting IPs from the reporter's point of view. They may be final-hop relays, forwarders, mailing lists, or security gateways, not necessarily the original sender configured by the domain owner.
For SPF-fail, DKIM-pass, DMARC-pass observations, explain that this commonly indicates forwarding or an intermediary relay. Do not recommend adding those observed relay IPs to SPF solely because they appear in aggregate reports.
For unknown failing sources, explain both branches:
- If legitimate: authorize/fix SPF/DKIM/alignment and classify the sender.
- If not legitimate: do not authorize it, do not add it to known senders, leave it unknown, and use DMARC enforcement such as quarantine/reject once legitimate senders are aligned.
Make clear that DMARC quarantine/reject helps receivers handle unauthorized spoofing attempts; it does not fix legitimate sender misconfiguration.
Do not claim mailbox compromise from DMARC aggregate data alone. Return only JSON matching required_json_schema.