Prompt Fixer is an AI agent skill designed to refine raw, vague, or verbose prompts into concise, effective queries ready for use with large language models (LLMs). This tool drafts a clearer prompt from the original user input, presenting the improved version for user approval before it is submitted to an LLM.
What this skill does
The user inputs or pastes a raw prompt they wish to improve.
Prompt Fixer drafts an enhanced version of the input prompt by selecting a style profile and format as per the guidelines specified in `prompts/prompt-fixer.md`.
The improved draft is presented to the user for review.
The user provides approval for the refined prompt in their preferred language.
Who it is for
This skill is tailored for developers and teams utilizing AI coding agents such as Claude Code, Cursor, and Codex. It is particularly beneficial for those looking to streamline their interaction with LLMs by producing effective and efficient prompts.
Use cases
Developers seeking to refine complex coding prompts for AI agents.
Teams aiming to improve clarity in AI-driven project instructions.
Users managing diverse language inputs, such as requests in Turkish, requiring adaptable prompt enhancement.
Technical details
Integrates with AI agents including Claude Code, Cursor, and Codex.
Utilizes the `load_prompt("prompt-fixer")` function at runtime to access configuration details.
Supports multiple style profiles tailored to specific communication needs, such as `ste80`, `plain`, `globish`, `cte`, and `turkish`.
Source & Licence
This package is built on open-source work published by havascxistanbul (havascxistanbul/ste-prompt-fixer) and distributed under MIT. The original licence text and copyright notice are included in your download.
Personal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.
Your purchase covers curation, licence verification, packaging, documentation and instant delivery. It does not grant exclusive rights to the underlying open-source code, which remains available under its original licence.
Delivery & Support
Delivery: instant — a secure download link is emailed to you as soon as payment is confirmed.
Format: ZIP archive containing the skill files, documentation and the original licence.
Updates: updates are included only where stated on this page.
Refunds
This is a digital product delivered immediately after purchase. By completing your order you request immediate delivery and acknowledge that, once the download has been accessed, the statutory right to cancel no longer applies to the extent permitted by law. Refund requests are handled in accordance with our published Refund Policy.
Claude, Codex, Gemini and Cursor are trademarks of their respective owners. MCP Cart is an independent marketplace and is not affiliated with, endorsed by, or sponsored by any of them. Compatibility references describe interoperability only.