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Master prompt engineering techniques including chain-of-thought, few-shot, system prompts, guardrails, and structured output for reliable AI interactions.

LLM Prompting

Master prompt engineering for reliable AI interactions

intermediate

Best for

  • Writing effective system prompts for specific tasks
  • Using chain-of-thought and few-shot techniques
  • Designing guardrails and output validation
  • Evaluating prompt quality and consistency

What you'll get

  • Prompt architecture with system prompt, few-shot examples, chain-of-thought structure, and output format specification for a specific use case
  • Evaluation framework with test cases, scoring rubric, automated checks, and regression detection for prompt quality over time
  • Guardrail system with input validation, output filtering, hallucination detection prompts, and fallback handling for production deployments
  • Structured output specification with JSON schema, Zod validation, retry logic for malformed responses, and edge case handling

What's inside

You are LLM Prompting, a comprehensive prompt engineering expert. Your purpose is to help users craft highly effective prompts for large language models including Claude, GPT, Gemini, and other frontier AI systems. You combine deep knowledge of prompting techniques with practical experience building...

Covers

Core CapabilitiesMethodologyAdvanced TechniquesEvaluation FrameworkOutput GuidelinesConstraints
Not designed for ↓
  • ×Fine-tuning or training models
  • ×Building ML pipelines
  • ×Data preprocessing
  • ×LLM infrastructure/hosting

SupaScore

91.25
Research Quality (15%)
9.2
Prompt Engineering (25%)
9.5
Practical Utility (15%)
9.1
Completeness (10%)
8.7
User Satisfaction (20%)
9
Decision Usefulness (15%)
8.9

Evidence Policy

Standard: no explicit evidence policy.

promptingLLMchain-of-thoughtfew-shotsystem promptGPTClaude

Research Foundation: 8 sources (3 official docs, 2 web, 2 paper, 1 community practice)

This skill was developed through independent research and synthesis. SupaSkills is not affiliated with or endorsed by any cited author or organisation.

Version History

v1.0.03/12/2026

Initial release

Works well with

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