# Guidelines To Prompt Large Language Models For Cod

> Implement techniques from Guidelines to Prompt Large Language Models for Code Generation: An Empirical Characterization. Large Language Models (LLMs) are nowadays extensively used for various types of software engineering tasks, primarily code generation

- Skill: `adu2021/guidelines-to-prompt-large-language-models-for-cod` (Agent Skill)
- Install (CLI): `npx skillmds@latest add adu2021/guidelines-to-prompt-large-language-models-for-cod`
- Raw SKILL.md: https://api.skillmd.com/api/skills/adu2021/guidelines-to-prompt-large-language-models-for-cod/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: AI & ML
- License: MIT
- Author: adu2021 (https://skillmd.com/u/adu2021)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/adu2021/guidelines-to-prompt-large-language-models-for-cod

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## Overview

This skill implements concepts from the research paper [[2601.13118](https://arxiv.org/abs/2601.13118)].

## When to Use

- When you need to implement techniques described in this paper
- When working on problems that this research addresses
- When you want to understand the core concepts and methodology

## When NOT to Use

- This skill provides research-level insights; production implementations may require additional engineering
- Some concepts may require significant tuning for specific use cases
- Always evaluate applicability to your specific problem domain

## Key Concepts

The paper addresses: Large Language Models (LLMs) are nowadays extensively used for various types of software engineering tasks, primarily code generation. Previous research has shown how suitable prompt engineering could help developers in improving their code generatio...

For detailed methodology, refer to the [full paper](https://arxiv.org/html/2601.13118).