Examples
Weak vs strong side by side. This is what PromptForge produces from a one-line idea.
Weak
"Should I take the job or not?"
What's missing
No context, no criteria, no priorities.
Forged
A structured decision-making prompt covering the two options side-by-side against pay, commute, growth, work-life balance, security and gut-feel — with a clear recommendation and reasoning.
Weak
"Help me revise for maths."
What's missing
No level, no topics, no exam date, no learning style.
Forged
A 3-week revision plan for Leaving Cert Higher-Level Maths covering algebra, calculus and probability, with daily focus, worked examples, practice questions and weekly self-tests.
Weak
"Write me an essay about climate change."
What's missing
No word count, no angle, no level, no sources requirement.
Forged
A 1,200-word Leaving Cert English persuasive essay arguing that individual action matters in tackling climate change, with a clear thesis, three body paragraphs, real examples and a strong conclusion — written in a confident student voice.
Weak
"My back hurts, what should I do?"
What's missing
No duration, no appointment type, no key questions.
Forged
A pre-appointment prep for a GP visit about lower-back pain lasting 2 weeks: symptom timeline, what makes it better/worse, red flags to mention, and the 6 most important questions to ask. Reminder that this is preparation, not diagnosis.
Weak
"Write a letter to my landlord about the boiler."
What's missing
No jurisdiction, no timeline, no desired outcome.
Forged
A formal tenant letter in Ireland requesting urgent boiler repair under the landlord's statutory obligations, referencing dates reported, impact on the household, a 14-day response deadline and next steps if unresolved.
Weak
"Help me budget better."
What's missing
No income, no expenses, no goal.
Forged
A monthly household budget plan for a €3,200 net income covering essentials, savings targets, debt repayment and discretionary spend — using a 50/30/20 framework, with practical trade-offs and a 3-month review checkpoint.
Weak
"Improve my CV."
What's missing
No target role, no experience, no format.
Forged
A rewrite of my CV targeting a mid-level Digital Marketing role, using strong action verbs, quantified impact, ATS-friendly structure and a punchy 3-line summary — plus 5 tailored interview questions likely to be asked.
Weak
"How do I tell my friend I'm upset?"
What's missing
No relationship context, no desired outcome, no tone.
Forged
A calm, honest message to a close friend explaining that a recent comment hurt me, framed around 'I felt' language, protecting the friendship, opening the door to talk — warm but firm, 4-6 sentences.
Weak
"Write me a Facebook ad."
What's missing
No product, no audience, no offer, no CTA.
Forged
A structured Facebook ad prompt for an Irish landscaping company targeting homeowners: hook, three benefits, trust signals, mobile-first copy, offer and clear CTA to WhatsApp.
Weak
"Make me a website for a barber."
What's missing
No location, no services, no personality, no CTAs.
Forged
A detailed prompt for a premium local barber website in Cork with booking, prices, services, gallery, Google Maps, WhatsApp CTA, SEO and trust signals — with a masculine, modern tone.
Weak
"Improve my SEO."
What's missing
No site, no location, no target keywords, no page.
Forged
An SEO brief for a Dublin plumbing website targeting 'emergency plumber Dublin' — including page structure, H1/H2s, meta title & description, internal links, local schema and 5 supporting long-tail keywords.
Weak
"Make a nice logo for a builder."
What's missing
No brand values, no colours, no use cases.
Forged
A logo generation prompt for an Irish family building firm — trustworthy, established feel, deep green and cream palette, clean serif wordmark, works on van signage, workwear, invoices and Instagram.
Weak
"Create a short video for my business."
What's missing
No length, no platform, no scenes, no CTA.
Forged
A 15-second vertical video prompt for Instagram Reels for a coffee shop, three scenes (barista pour, latte art close-up, smiling customer), warm morning light, upbeat music, brand caption and CTA.
Weak
"Fix my code."
What's missing
No language, no error, no context.
Forged
A debugging prompt for a Next.js 14 app router route returning a 500 on POST — including the failing route file, the exact error, what I've tried, and asking for the root cause plus a minimal fix.