Anthropic 1P Prompt Optimizer
Optimizes Anthropic Claude prompts for improved response quality, conciseness, and adherence to specified instructions.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add anthropic-1p-prompt-optimizer npx -- -y @trustedskills/anthropic-1p-prompt-optimizer
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"anthropic-1p-prompt-optimizer": {
"command": "npx",
"args": [
"-y",
"@trustedskills/anthropic-1p-prompt-optimizer"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
This skill optimizes prompts specifically for Anthropic's Claude models. It refines your input to improve the quality and relevance of Claude’s responses, focusing on first-person perspective (1p) prompting techniques. The tool aims to enhance clarity and effectiveness in interactions with Claude by adjusting phrasing and structure.
When to use it
- Improving creative writing: Refine prompts for stories or poems where a specific character's voice is crucial.
- Generating personalized advice: Optimize requests for tailored guidance from Claude, ensuring the response feels directly addressed to the user.
- Simulating conversations: Enhance role-playing scenarios by making prompts more natural and engaging for Claude’s persona.
- Debugging prompt performance: Use it to understand how subtle changes in wording affect Claude's output.
Key capabilities
- 1p Prompt Optimization: Specifically tailored for Anthropic Claude models.
- Prompt Refinement: Adjusts phrasing and structure for improved clarity.
- Relevance Enhancement: Improves the quality and relevance of responses.
Example prompts
- "Optimize this prompt for Claude: 'Write a short story about a detective.'"
- "Refine this request to use first-person perspective: 'Explain the theory of relativity.'"
- “Can you make this more effective for Claude: ‘Summarize the key points of this article.’”
Tips & gotchas
This skill is designed only for Anthropic's Claude models. Using it with other LLMs may not produce desirable results and could even degrade performance.
Tags
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