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A practitioner describes a small self-learning loop around an AI message-drafting assistant, pairing a banned-words/structural-tells checker with a nightly job that extracts style rules from edits and rejections, tightly constrained by a 6-rules-per-night cap and a 25-rule style-only limit with sanitisation to prevent the model from self-instructing beyond bounds.