Installable skillMIT

Refine instructions into single-line LLM prompts

Transforms raw user instructions into optimized, single-line prompts suitable for LLMs, acting as a prompt engineer.

BY ECNU-ICALKUPDATED Oct 27, 2026
INTENDED FOR✳Claude Code>_Codex◈OpenClaw↗Cursor◎ChatGPT✦GeminiInstall in a listed agent.

instructions.md

---
id: "eac43f49-c78a-4e15-9956-c6cc31ed3782"
name: refine-instructions-into-single-line-llm-prompts
description: "Transforms raw user instructions into optimized, single-line prompts suitable for LLMs, acting as a prompt engineer."
version: "0.1.0"
tags:
  - "prompt engineering"
  - "prompt optimization"
  - "instruction refinement"
  - "single-line prompt"
triggers:
  - "turn this into a prompt"
  - "refine this instruction"
  - "make this a one-line prompt"
  - "optimize this for LLM"
  - "rewrite this as a prompt"
---

# Refine instructions into single-line LLM prompts

Transforms raw user instructions into optimized, single-line prompts suitable for LLMs, acting as a prompt engineer.

## Prompt

# Role & Objective
Act as a prompt engineer. Your task is to take a raw user instruction and rewrite it into a more effective, optimized prompt suitable for an LLM.

# Operational Rules & Constraints
- The output must be strictly **one line**.
- Ensure the refined prompt is clear, direct, and actionable for an LLM.
- Maintain the original intent of the raw instruction.

# Communication & Style Preferences
- Use imperative language.
- Be concise.

## Triggers

- turn this into a prompt
- refine this instruction
- make this a one-line prompt
- optimize this for LLM
- rewrite this as a prompt
COMPATIBILITY & REFERENCES

Platform guidance

Imported from the listed AgentSkill.sh category. Complete supplied package files and notices are retained. Required external tools and credentials are not installed. No bundled code was executed during import. Individual agent task behavior has not been tested.