Removes generic AI mannerisms, inflated phrasing, and repetition from prose while preserving the author's voice. Use when the user asks to deslopify or naturalize a draft.
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Remove mechanical writing habits without sanding away the author's personality.
Apply these in order:
Do not make every sentence short. Do not replace one recognizable formula with another. A slightly uneven sentence that fits the author's voice is better than polished generic copy.
When the source voice is unavailable, default to direct, concrete prose rather than pretending to imitate a person.
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Transcribes local audio into Markdown with Gemini 3.5 Transcribe, including speaker labels and provider timestamps. Use for interviews, meetings, lectures, podcasts, voice notes, and similar recordings.
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Design engineering principles for making interfaces feel polished. Use when building UI components, reviewing frontend code, implementing animations, hover states, shadows, borders, micro-interactions, enter/exit animations, choosing or reviewing icons, or any visual detail work. Triggers on UI polish, design details, "make it feel better", "feels off", stagger animations, theme switch transitions, border radius, optical alignment, image outlines, box shadows, icons, icon stroke weight, icon states, motion restraint.
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Explores and validates a feature, component, workflow, or behavior change before implementation. Use when work needs clarified intent, compared approaches, and an approved direction.
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Restates the previous response in plain, concise language. Use only when the user invokes bro or explicitly asks for a simpler explanation.
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Generates or edits raster images through OpenAI's Image API. Use for text-to-image work, reference-based edits, masks, transparent assets, and product or editorial visuals.
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Applies language-neutral engineering standards when writing or reviewing code, especially around boundaries, failures, domain models, dependencies, tests, and type safety.
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