Prompt Precision Optimization Tool Released

prompt-improver has been released to solve the problem of ambiguous prompts that occur during AI agent execution. This tool rewrites user requests into precise XML specifications that include tasks, requirements, and checks.

The key features are as follows.

• Context Awareness: It utilizes session summaries and working directory information, identifying the project's stack, tests, and build commands to generate specifications optimized for the project.
• Efficient Workflow: Since prompts are rewritten through a separate headless call, it does not consume the main session's resources.
• Execution Control: The tool only performs prompt improvement, and is designed so that the user can review it and directly execute the actual feature implementation or make a plan.
• High Compatibility: It supports major CLI tools including Claude Code, and can be customized according to the user's needs.