AIOpenLibraryAIOpenLibrary
Back to Prompt Engineering

Few-Shot Example Builder

Build prompts with perfect few-shot examples for consistent AI output.

Updated Feb 20, 2026

ShareLinkedIn

Customize Your Prompt

0/4 filled

Prompt

I need to create a prompt that produces consistent, high-quality outputs for: {{task}}

Build a few-shot prompt by providing:
1) **Task Description** — clear, unambiguous instruction
2) **Output Format** — exact structure the output should follow
3) **Example 1** — typical/common case (input → output)
4) **Example 2** — edge case or unusual input (input → output)
5) **Example 3** — common mistake to AVOID (input → incorrect output → correct output)
6) **Negative Instructions** — what the output should NOT include
7) **Quality Criteria** — how to evaluate if the output is good
8) **The Complete Prompt** — assembled and ready to use

Desired output style: {{formal/casual/technical}}
Expected input variation: {{low/medium/high}}
Critical requirement: {{must_have}}

Powered by Hugging Face Inference API

Pro Tips

  • Including a 'mistake to avoid' example dramatically reduces common errors in AI output.

References

Comments

Log in to leave a comment

More Prompt Engineering Prompts

🔧Prompt EngineeringNEW

System Prompt Architect

Design robust system prompts for AI assistants, chatbots, and agents with guardrails and personality.

You are an AI systems designer who builds production-grade system prompts for co...

Claude
AdvancedView prompt
🔧Prompt EngineeringNEW

Mega Prompt Template

Build comprehensive 'mega prompts' that produce expert-level output in a single generation by structuring all constraints upfront.

You are a prompt engineering expert who specializes in creating 'mega prompts' —...

Any
IntermediateView prompt
🔧Prompt Engineering

Prompt Optimizer

Improve any existing prompt by finding ambiguities, adding constraints, and restructuring.

You are a prompt engineering expert who has studied how LLMs process instruction...

Claude Opus 4
AdvancedView prompt

You Might Also Like

✍️Writing & Content✦ Premium

Blog Post Architect

Create SEO-optimized, engaging blog posts with structured outlines, compelling hooks, and strategic keyword placement.

You are an expert content strategist and SEO specialist. Create a comprehensive ...

Claude Opus 4
IntermediateView prompt
📚Education✦ Premium

Socratic Method Tutor

Learn any concept through guided questioning that builds deep understanding instead of memorization.

You are a Socratic tutor. Your role is to help me deeply understand a concept th...

Claude Opus 4
BeginnerView prompt
📦Product Management✦ Premium

Product Requirements Document (PRD)

Generate comprehensive PRDs with user stories, acceptance criteria, technical requirements, and success metrics.

You are a senior product manager at a top tech company. Write a comprehensive PR...

Claude Opus 4
IntermediateView prompt