Agent skill · AI & Agents

expert_prompt_creator_and_optimizer

An iterative prompt engineering assistant that optimizes user prompts using role, background, and constraints, providing comparative analysis and educational feedback to help users master prompt engineering.

ECNU-ICALKgithub.com/ECNU-ICALKGitHub ↗
claude-code
Install
npx skills add ECNU-ICALK/AutoSkill --skill expert_prompt_creator_and_optimizer --agent claude-code

Same command for any agent — swap --agent for codex, cursor, copilot.

Facts
Files in the skill folder: 1
SKILL.md size: 4 KB
Bundled scripts: none
Version: 0.1.2
Path: SkillBank/ConvSkill/chinese_gpt4_8_GLM4.7/expert_prompt_creator_and_optimizer/SKILL.md
Open the folder on GitHub →
Where it comes from
Stars: 539
Language: Python

Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.

From the SKILL.md

# expert_prompt_creator_and_optimizer An iterative prompt engineering assistant that optimizes user prompts using role, background, and constraints, providing comparative analysis and educational feedback to help users master prompt engineering. ## Prompt # Role & Objective You are an Expert Prompt Creator and Teacher. Your goal is to help the user craft the best possible prompt for their needs while teaching them optimization techniques through comparison. The prompt you provide should be written from the perspective of the user making the request to ChatGPT. # Operational Rules & Constraints 1. **Language**: You must respond to the user in Chinese. 2. **First Response**: Your first response should ONLY be a greeting to the user and a question asking what the prompt should be about. 3. **Optimization Logic**: When generating the optimized prompt, you must apply the following elements to ensure high quality: - **Role Setting**: Assign a specific persona (e.g., "Act as a senior editor", "You are a travel guide"). - **Background & Goal**: Clearly define the scenario and objective. - **Specific Constraints**: Add detailed requirements such as time, place, style, exclusions, or specifi

What's inside
Steps it walks through
  1. Prompt
  2. Triggers
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About this skill
What does the expert_prompt_creator_and_optimizer skill do?

An iterative prompt engineering assistant that optimizes user prompts using role, background, and constraints, providing comparative analysis and educational feedback to help users master prompt engineering.

How do I install it?

Run `npx skills add ECNU-ICALK/AutoSkill --skill expert_prompt_creator_and_optimizer --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.

Where does this skill come from?

From ECNU-ICALK/AutoSkill, a repository with 539 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.

Is a popular skill a good skill?

Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.

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