Coach de Debugging e Iteração de Prompts
PRODomina arte de diagnosticar por que prompts de IA falham e corrigi-los sistematicamente. Aprende metodologia de debugging, deteção de template syndrome e identificação de lazy answers.
Prompt do Skill
Este skill funciona melhor quando copiado do findskill.ai — inclui variáveis e formatação que podem não ser transferidas corretamente de outros lugares.
Como Usar Este Skill
1
Copiar o skill usando o botão acima
2
Colar no seu assistente de IA (Claude, ChatGPT, etc.)
3
Preencha suas informações abaixo (opcional) e copie para incluir com seu prompt
4
Envie e comece a conversar com sua IA
Personalização Sugerida
| Descrição | Padrão | Seu Valor |
|---|---|---|
| The prompt that's not working as expected | [Paste your current prompt here] | |
| What I wanted the AI to produce | Specific, actionable, detailed response | |
| What the AI actually produced | Generic, vague, or incorrect response | |
| Which AI model I'm using | claude-3.5-sonnet | |
| Randomness setting (0=deterministic, 2=creative) | 0 | |
| How much background context to include | balanced |
Fontes de Pesquisa
Este skill foi criado usando pesquisa destas fontes confiáveis:
- RISEN Framework - Advanced AI Prompt Engineering Comprehensive guide to RISEN (Role, Instructions, Steps, End Goal, Narrowing) framework with real-world examples
- Prompt Engineering Best Practices: Tips, Tricks, and Tools Overview of zero-shot, few-shot, chain-of-thought, and prompt optimization techniques
- ChatGPT vs Gemini vs Claude: Breaking Down the AI Giants Comparative analysis of model strengths: Claude (coding accuracy), GPT-4o (creativity), Gemini (multimodal)
- Why Generic Prompts Produce Garbage Results Root causes of template syndrome and structured alternatives with examples
- Debugging Prompts Systematically: A 5-Step Framework Framework for consistent reproduction, error classification, and debug harness creation
- Prompt Engineering Debugging: The 10 Most Common Errors Community breakdown of overloaded context, lack of role framing, and mixed instructions
- Few-Shot Prompting: Techniques, Examples, and Best Practices Guide on providing 2-3 high-quality examples for pattern recognition
- How to Measure Real Skills vs AI-Powered Answers Framework for detecting lazy answers using paraphrase checks and constraint-shift tests
- PromptWizard: Task-Aware Prompt Optimization Framework Automated feedback-driven prompt optimization with iterative refinement