Code generation / fix prompt
Spec-first code task with constraints and verification.
codegenerationtests
Code Prompts prompt templates
Spec-first coding prompts that state constraints, versions and the tests the answer must satisfy.
2 templates in this category.
Code explanation prompt
Structured explanation for learning.
codeexplainlearning
Other categories
Formulas that pair with this category
- CO-STAR — Any LLM task where business context matters; default for the Master Engineer.
- RTF — Quick, bounded requests; function-calling prompts.
- CRISPE — Creative writing, strategy, brainstorming, marketing.
- TAG — Crisp one-shot tasks; agent instructions.
- Few-shot — Format-sensitive output, classification, style mimicry.
- Chain-of-Thought — Math, logic, multi-step reasoning; improves accuracy on hard tasks.