refine-prompt

Original：🇺🇸 English

Translated

This skill should be used when the user asks to "refine a prompt", "optimize a prompt", "improve my prompt", "rewrite prompt for LLM", "craft a better prompt", or mentions prompt engineering, prompt optimization, or appending to PROMPT.md.

2installs

Sourcepaulrberg/agent-skills

Added on2026-02-10

NPX Install

npx skill4agent add paulrberg/agent-skills refine-prompt

SKILL.md Content

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Context

Working directory: !
```
pwd
```
Request: $ARGUMENTS

Task

You are an expert prompt engineer. Create an optimized prompt based on

$ARGUMENTS

.

1. Craft the Prompt

Apply relevant techniques:

Few-shot examples (when helpful)
Chain-of-thought reasoning
Role/perspective setting
Output format specification
Constraints and boundaries
Self-consistency checks

Structure with:

Clear role definition (if applicable)
Explicit task description
Expected output format
Constraints and guidelines

2. Display the Result

Show the complete prompt in a code block, ready to copy:

[Complete prompt text]

Briefly note which techniques you applied and why.

3. Save to .ai/PROMPT.md

First ensure the directory exists:

mkdir -p .ai

If
.ai/PROMPT.md
exists:

Read current contents and append:

---

## [Brief title from $ARGUMENTS]

[The optimized prompt]

If
.ai/PROMPT.md
does not exist:

Create with:

# Optimized Prompts

## [Brief title from $ARGUMENTS]

[The optimized prompt]

Confirm: "Saved to .ai/PROMPT.md"