prompt-optimization

name	Prompt Optimization
description	Rewrite generated prompts to be sharper, shorter, and more executable without changing meaning

Prompt Optimization

Description

Use this skill to improve prompt wording while preserving the original role, scope, and collaboration model.

Users

• .codex/agents/optimization/prompt-optimizer.md

Principles

1. fidelity first
2. abstract -> concrete
3. remove redundancy
4. prefer imperative language
5. offload deterministic bulk content when it meaningfully reduces tokens

Fast Checklist

• frontmatter still valid for markdown assets
• TOML keys still valid for agent configs
• paths still resolve
• vague verbs are replaced with actions
• redundant modifiers are removed
• implied assumptions are made explicit
• terminology is consistent

Typical Rewrite Pattern

broad statement -> explicit action + expected result

Example

Input

負責處理使用者回饋。

Output

蒐集使用者回饋，分類為 bug / feature / question，將 bug 轉交開發者，將 feature 記入 backlog，將 question 回傳對應角色。