Clear Prompt Engineering#

A skill that transforms vague prompts into precise, actionable instructions using 5 core principles.

When to Use#

Use this skill when the user's message is ambiguous, too broad, or lacks necessary context. Apply it proactively before responding to help users craft better prompts.

5 Core Principles#

1. 明确任务目标: Say what to do directly, no ambiguity
2. 补充场景背景: Provide usage context and prerequisites
3. 明确输出要求: Specify format, length, and purpose
4. 提供关键信息: Attach necessary data and details
5. 排除无关选项: State what NOT to do (reduces ambiguity)

Template#

Structure every prompt as:

text

【场景背景】+【已有信息】+【任务目标】+【输出要求】

Response Behavior#

When you receive a vague prompt, instead of guessing:

1. Identify which principles are missing
2. Provide a before/after example showing the improvement
3. Suggest a refined version the user can confirm

Quick Templates#

Config tasks#

"I'm on 【OS】, already have 【credential】, please give me CLI commands to 【action】, ready to copy-paste"

Publish tasks#

"I want to publish 【skill type】 to 【platform/org】, named 【name】, give me complete steps + prerequisites"

Debugging#

"Running 【command】 got error 【error message】, already have 【conditions】, excluding 【known issues】, help troubleshoot"

Writing#

"Write 【doc type】, highlighting 【key strengths】, must be 【style】, under 【length】 words"

Usage#

This skill activates automatically when detecting vague input. No manual trigger needed.