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dsh-minimal-ptc

Model Inference Updated 2026.08.26

Run the following command in DeepSeek Harness:

dsh plugin install STARDUSTLC666/dsh-minimal-ptc

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

To install this plugin in DeepSeek Harness, run the command dsh plugin install STARDUSTLC666/dsh-minimal-ptc using the source code address https://github.com/STARDUSTLC666/dsh-minimal-ptc.

About this plugin

In complex prompt engineering, lengthy instructions often introduce context noise and deviate from the model's RL training rhythm. dsh-minimal-ptc offers a minimalist solution, retaining only core directives to ensure the Agent acts more cleanly and efficiently. Beyond providing a complete PTC (Plan-Think-Act) toolchain—including multi-step orchestration, file I/O, Shell execution, and web search—this plugin optimizes the Chain of Thought to prioritize "We/Let's" actions, ensuring consistency with official evaluation environments. Addressing developer pain points, it features intelligent Git Bash auto-detection and persistent PowerShell sessions, perfectly adapting to the Windows environment, making it ideal for developers seeking high code generation quality and efficient local execution.

Use Cases

  • Optimizing code generation and execution efficiency
  • Testing RL training alignment for models
  • Supporting persistent Shell sessions on Windows

Best For

  • Developers seeking code quality and execution stability
  • Researchers in model fine-tuning and RL training
  • Windows users accustomed to Git Bash