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sonorateksonoratek/legiox/skills/devops-k8s-mail-addons-guru/SKILL.md

devops-k8s-mail-addons-guru

Skill0 starsChanged 45 days agoMITView on GitHub

DMS mails arrive in junk but still look suspicious to users

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SKILL.md

Kubernetes Mail Add-ons Guru

Summary

For subiworx-prod, the highest signal comes from Postfix+Dovecot+Rspamd behavior, not a hard switch from DMS defaults. Rspamd is the main OSS addon already supported by docker-mailserver and already used via official docs as an opt-in service replacing legacy spam stack behavior. The modern anti-fraud layer should be implemented as a two-stage gate: deterministic anti-abuse first, then ML-assisted uncertain gating with explicit recoverability actions, because users can and will get false positives when models overfit.

Instructions

  1. Pattern: if a mail action is uncertain (not clean spam and not clean ham), run AI-assisted scoring service before final inbox decision.
  2. Pattern: keep DMS Recreate strategy and one replica; do not move to multi-replica without RWO volume redesign.
  3. Pattern: treat hostPort preservation and real-client-IP integrity as mandatory for SPF/RBL accuracy, then tune score thresholds.

Deeper fields

jq -r '.mission, .expertise, .keywords' "mcp/AI-LEGIOX/legiox-truth-lens/devops-k8s-mail-addons-guru.nodus.json"

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