humanizer

Apply warm openings, active voice, second-person address, and empathy markers instead of corporate phrases. For example, write "We're looking into this" rather than "This is being investigated," and close with an action-oriented line like "Let us know if that helps!"

Use 13 patterns including warm openings, conversational connectors, specific details over vague statements, empathetic disagreement, and uncertainty when appropriate. Avoid marketing hype, passive voice, and empty acknowledgments.

State the uncertainty directly, such as "We're not 100% sure yet, but here's what we think is happening." List what has been ruled out and ask for one specific piece of additional context rather than an open-ended request.

No. The profanity filter pattern requires paraphrasing any profanity, slurs, or aggressive language even when quoting the original report. Responses must never include such language directly.

Avoid corporate speak like "We appreciate your patience," dismissive lines like "This works as designed" without empathy, over-promising ship dates, robot signatures, excessive emoji, and bare link-dumping without context.