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dsh-prompt-optimize

Client Updated 2026.08.26

Run the following command in DeepSeek Harness:

dsh plugin install 1847123733/dsh-prompt-optimize

Paste the following prompt into your AI chat to install this plugin:

In DeepSeek Harness, run the command dsh plugin install 1847123733/dsh-prompt-optimize to install this plugin, with source code available at https://github.com/1847123733/dsh-prompt-optimize.

About this plugin

DeepSeek Harness users often encounter challenges with prompt optimization, cumbersome management of custom instructions, difficult navigation through conversation history, and lack of transparency in API usage, which can hinder productivity and cost control.

This plugin addresses these issues with four core capabilities: prompt optimization allows one-click rewriting of drafts using DeepSeek models to enhance quality; personalized custom instructions enable real-time editing and persistent saving, ensuring user preferences are injected into every request; user query anchors provide lightweight sidebar navigation for quick jumps to relevant messages; and a floating DeepSeek API usage card offers real-time monitoring of balance and consumption to manage expenses effectively.

It is ideal for frequent DeepSeek Harness users, such as professionals or enthusiasts in creative writing, programming assistance, or content creation, who need to efficiently manage prompts, customize settings, and control API costs, making the interaction experience more streamlined and controllable.

Use Cases

  • When draft prompts are imprecise, optimize them with one click to improve AI response quality.
  • Edit and save custom instructions in personalized settings for real-time effect in every conversation.
  • Quickly locate user queries via anchors in long conversations for efficient chat history navigation.

Best For

  • Users who frequently use DeepSeek Harness for creative writing or programming.
  • Developers or professionals needing to manage personalized instructions for customized AI interactions.
  • Teams or individuals monitoring DeepSeek API costs and usage.