Bruno Romero
Python automation | Email workflows | AI-assisted
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Email prototype — A review queue for exceptions
Detail 3 of 3 from the same offline Python email prototype, built with AI assistance using synthetic messages. Five of the eight sample inputs are separated for review: ambiguous intent, unknown intent, a missing order number, repeated order values and a Reply-To mismatch. The JSON queue records each source, reason, detected intent and available fields. Missing or conflicting order numbers are not guessed.
Existing tests cover these routing decisions. This is a read-only export without an approval interface; corrected messages need a new ID or separate run. Classification uses explicit keyword rules. No paid client deployment; no email is sent.
Full prototype: https://contra.com/p/3bLEO7OF-offline-email-workflow-prototype-with-python
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Email prototype — Duplicate detection and automated-mail suppression
Detail 2 of 3 from the same offline Python email prototype, built with AI assistance using synthetic messages. SQLite records processed messages by Message-ID, with a SHA-256 fallback when no ID exists. The first run created 2 drafts, 5 review items and 1 ignored automated message. Repeating the same 8 inputs with the same database produced 8 duplicates and no new drafts.
Header checks also suppress automated and bulk mail. This is exact-key detection, not semantic deduplication or a live mailbox integration. No paid client deployment; no email is sent.
Full prototype: https://contra.com/p/3bLEO7OF-offline-email-workflow-prototype-with-python
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Email prototype — Template validation and exact field values
Detail 1 of 3 from the same offline Python email prototype, built with AI assistance using synthetic messages. Editable JSON templates preserve “Zoë García” and “00042-A”, including accents and leading zeros. Only {name} and {order_number} substitutions are allowed; invalid templates lead to review. Existing tests cover exact values, template reload and rejection cases.
This demonstrates explicitly labeled fields, not arbitrary prose extraction or a paid client deployment. No email is sent.
Full prototype: https://contra.com/p/3bLEO7OF-offline-email-workflow-prototype-with-python
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Offline Email Workflow Prototype with Python
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