Prompt improver

Prompt Improver

This skill automatically analyzes and improves plugin prompts, SKILL.md files, command definitions, and agent instructions.

Overview

The prompt-improver skill evaluates plugin content across five dimensions — clarity, safety, effectiveness, completeness, and conciseness — then provides scored assessments and concrete rewrites.

When to Use This Skill

This skill activates when you need to:

• Review and improve a SKILL.md file's instructions
• Enhance command or agent markdown definitions
• Audit prompt quality across a plugin
• Optimize instructions for better Claude performance
• Ensure prompts follow marketplace best practices

Instructions

1. Identify the target — Locate the SKILL.md, command, or agent file to analyze
2. Read the content — Use Read tool to get the full file contents
3. Score each dimension on a 1-5 scale:
   • Clarity (1-5): Are instructions unambiguous?
   • Safety (1-5): Does it avoid encouraging dangerous operations?
   • Effectiveness (1-5): Will it reliably produce intended results?
   • Completeness (1-5): Are edge cases addressed?
   • Conciseness (1-5): Is it free of unnecessary verbosity?
4. Identify improvements — List specific weaknesses with line references
5. Generate rewrites — Provide improved versions preserving original intent
6. Apply changes — If requested, use Edit tool to apply improvements

Output Format

## Prompt Analysis: [filename]

### Scores
| Dimension | Score | Notes |
|-----------|-------|-------|
| Clarity | X/5 | ... |
| Safety | X/5 | ... |
| Effectiveness | X/5 | ... |
| Completeness | X/5 | ... |
| Conciseness | X/5 | ... |

**Overall: X/25**

### Improvements
1. [Specific improvement with before/after]

### Suggested Rewrite
[Full improved prompt text]

Best Practices

• Preserve the original author's intent and style
• Prioritize safety improvements over stylistic ones
• Keep suggestions actionable and specific
• Reference marketplace conventions from CLAUDE.md
• Validate frontmatter fields match the 2026 spec

Examples

Example 1: Improving a vague skill description

Before:

description: Does stuff with code

After:

description: |
  Analyze source code for common anti-patterns and suggest refactoring improvements. Use when the user asks to "review code quality", "find code smells", or "refactor this file".

Example 2: Adding missing safety guidance

Before:

Delete all temporary files from the project.

After:

Identify temporary files (*.tmp, *.bak, *.swp) in the project. List them for user confirmation before deletion. Never delete files outside the project root.

Prerequisites

• A plugin directory containing at least one SKILL.md, command, or agent markdown file
• Read access to the target plugin's .claude-plugin/plugin.json for context
• Familiarity with the 2026 SKILL.md frontmatter spec

Output

The skill produces a structured analysis report containing:

• Score card: 5 dimensions rated 1-5 with notes and an overall score out of 25
• Improvement list: Specific weaknesses with file paths and line references
• Suggested rewrite: Full improved prompt text preserving original intent

Error Handling

Error	Cause	Resolution
No SKILL.md found	Target path has no skill files	Verify the plugin path and check for skills/*/SKILL.md
Invalid frontmatter	YAML parsing failure in target file	Report the specific YAML error and suggest corrections
Empty skill body	File has frontmatter but no instructions	Flag as critical and generate a starter template

Resources

• Claude Code plugins documentation — official plugin and SKILL.md spec
• Prompt engineering guide — Anthropic best practices for prompt design
• Marketplace conventions: see the repository CLAUDE.md for field requirements and structure