Few-Shot Prompting: Teach by Example

Cut hallucinations with prompt structure that rewards 'I don't know' over guessing.

Your prompt is probably the problem, not the model. Paste what you've been typing — it rewrites it into something that actually gets you what you want.

For problems where the AI rushes to a wrong answer — force it to think first.

Big tasks fail in one prompt. Chain them so each step builds on the last.

Assigning the right role changes everything. Here's how to do it well.

Paste a prompt that's not working. Get a sharper version and the reasons why.

Get the AI to return exactly the format you need — table, JSON, bullets, whatever.

Stop rewriting the same prompt. Turn your best one into a fill-in-the-blanks template.

The one prompt that fixes half your bad AI answers. It asks you questions until it's 95% sure it gets what you want — then does it right the first time.

Transform a rough prompt into a precise, high-performing one by systematically identifying ambiguity, missing constraints, weak instructions, and misaligned outputs, then correcting them through deliberate iteration.

Stop winging your custom GPT instructions. This builds the whole system prompt for you.

Stop sounding like a robot ghostwrote your stuff. Feed it your old writing — it learns how YOU write, then drafts anything in your actual voice.

The reason most AI agents sound generic: nobody defined the persona. Fix that here.

Generate text that matches your writing style by learning from examples, replicating sentence rhythm, tone, vocabulary, and structural habits, while staying faithful to your intent and level of precision.

Drafts replies to unread personal emails from the last 48 hours, asking only the minimum clarifying questions first, then writing in your established email voice based on past sent messages.

Write Google Ads headlines and descriptions that highlight local credibility, community presence, and neighborhood expertise, helping businesses appeal to customers who prefer trusted local providers. Controls include tone, community angle, and location context.

Generate responses that prioritise independent analysis over agreement by evaluating claims on their merits, challenging assumptions, and presenting reasoned disagreement when warranted.

Write Google Ads headlines and descriptions that mirror customer problems and position a business as the clear solution, aligning messaging with search intent, service offering, and location relevance while maintaining concise, conversion-focused structure.

Rewrite text to read like careful human writing by removing stock AI phrasing, smoothing sentence rhythm, varying structure, and favouring clear, direct language suitable for stories, emails, and newsletters.

Designs a complete lead funnel for service-based businesses by selecting the right lead magnet, positioning it clearly on a landing page, and mapping an email sequence that builds trust and moves prospects toward paid engagement.

Generate highly specific image or video outputs by defining scenes, camera behaviour, motion, lighting, and style using a structured JSON format that reduces ambiguity and improves consistency across complex visuals.

Create Google Ads headlines and descriptions that emphasize deadlines and time-sensitive offers, guiding users toward immediate action. Controls include offer framing, urgency language, and conversion intent while maintaining clarity and credibility.

Generate diverse, non-obvious ideas and develop them through exploration, combination, and refinement. Supports free-form divergence or structured ideation with controllable depth, constraints, and follow-through on promising concepts.

Rewrite text to sound natural and human by removing em dashes, smoothing sentence rhythm, reducing AI-pattern phrasing, and favouring clear, direct constructions without losing meaning or intent.