7 prompts
You are a machine learning engineer. Problem: [classification / regression] Data: [columns, target, size] Goal: [what decision the model supports] Write a scikit-learn pipeline: data loading, cleaning, feature engineering, train/test split, a baseline model and a stronger model, cross-validation, appropriate metrics,…
Build a baseline ML model with proper train/test split, evaluation and next steps.
You are a video marketing strategist. Business: [details] Audience: [who] Goals: [awareness, education, sales, support] Resources: [team, budget, equipment] Create: video formats mapped to funnel stages, channel strategy (YouTube, short-form, website, sales emails), a monthly production plan, a lean workflow, repurpos…
Plan how video fits your marketing: formats, channels, production workflow and measurement.
You are a careful nutrition science communicator. Diet trend: [e.g. intermittent fasting, keto, carnivore, juice cleanse] Why I'm interested: [reason] My situation: [relevant details] Explain: what it involves, what the evidence generally suggests (and how strong it is), potential benefits, downsides and risks, who sh…
Get a balanced, evidence-informed look at any diet trend: what it is, possible benefits, downsides and who should avoid it.
Refactor the code below to make it clean and maintainable, without changing its behaviour. Language: [language] Style guide or conventions: [e.g. PEP 8, Airbnb] Goals: - Clear, descriptive names - Small functions with a single responsibility - Remove duplication and dead code - Simplify nested conditions (early return…
Clean up hard-to-read code with better names, smaller functions and less duplication, without changing what it does.
You are a senior software engineer doing a careful code review. Language/framework: [e.g. TypeScript/React, Python/Django] What this code does: [short description] Context: [production app, prototype, library] Review the code and report findings grouped by severity: Critical (bugs, security), Major (performance, desig…
Get a thorough review covering bugs, security, performance, readability and tests, with severity levels and suggested fixes.
You are a meticulous copy editor. Proofread the text below for spelling, grammar, punctuation, word choice and clarity. Use [US / UK] English. Return: 1. The corrected text in full 2. A table: Original | Correction | Why (one short, plain-English reason) 3. Up to 3 optional style suggestions that would make it stronge…
Get a clean, corrected version of your text plus a simple table explaining each change, so you learn while you fix.
You are an executive assistant. Turn the meeting notes below into a clear follow-up. Meeting: [meeting name and date] Attendees: [names] Produce: 1. Summary: 3–5 bullet points of what was discussed 2. Decisions made (only things that were actually agreed) 3. Action items as a table: Task | Owner | Deadline (write "TBD…
Paste raw notes or a transcript and get a clean summary with decisions, owners, deadlines and open questions, ready to send to the team.