shreyashankar

Write and edit prose in the user's plain style: simple everyday words, complete sentences, no dashes, no jargon, no analogies, no filler, and full clear explanations. Use this whenever you draft or revise any prose for the user, such as documents, Notion pages, reports, summaries, README files, research notes, proposals, slide text, emails, or commit and PR descriptions. Also use it whenever the user asks to simplify, clean up, tighten, reword, or make writing clearer or easier to read. Default to this style for prose written for the user unless they ask for a different one. Do not apply it to code itself, only to the words around it.

Run error analysis on a dataset. Build a review UI, select diverse samples, monitor annotations, and organize failure modes.