Translate Code Requirements Into Plain Language
Must explain a code requirement to a non-engineer.
Prompts for your job
Must explain a code requirement to a non-engineer.
Need a plain-language summary of a technical architecture for executives, product owners, or finance.
Need to move from analysis to a clear recommendation for the product roadmap.
Receive a Figma or Sketch file and want to break it into frontend tickets.
Have a vague director note and need practical choices to try in rehearsal.
Need to translate a document from English to Modern Standard Arabic while preserving original formatting and structure.
Need to turn a technical forecast into clear public messaging.
Need to turn an HR memo, benefits notice or policy excerpt into plain English that employees can read and act on.
Need to explain influencer campaign performance to non-marketing colleagues or clients in plain language.
Need to translate support articles into other languages while preserving meaning and tone.
Need to turn lab results into design-relevant specs, tradeoffs, and next tests for engineering partners.
Need to translate legal documents between languages while preserving legal terminology and accuracy.
Use this when a formula or loss function from a paper needs to become working Python code.
Need to convert a vague business request like active customer into calculable rules.
Have inspection or diagnostic notes and need to rewrite them for a customer without jargon.
Have an operative or procedure note and need CPT code ideas to verify.
Need to translate product manuals into multiple languages while preserving technical accuracy and user comprehension.
Need to turn product strategy into an engineering brief that teams can act on without misreading priorities.
Have a new regulation and need a plain language summary of its requirements for your organization.
Need to convert a vague stakeholder request into clear, testable statistical hypotheses.
Need to convert research insights into actionable product requirements.
Need to turn p-values, confidence intervals or statistical tables into plain language for a non-statistical reader.
Need to translate support documentation into multiple languages while preserving context and cultural relevance.
Have a detailed technical or engineering update and need a short executive summary with risks, decisions and asks.