DevToolkit: Local LLM Prompt Mastery (Markdown Edition)

tactical guide and copy-paste templates for developers looking to maximize the performance of local language models (Ollama, LM Studio, LLaMA) without relying on paid APIs.

​Delivered in a native, developer-friendly Markdown (.md) format for seamless integration into your IDE or Obsidian workspace.

​Includes:

  • ​Frameworks for zero-shot coding

  • ​"Anti-slop" system prompts

  • ​Context injection configurations for low VRAM

  • ​Hyperparameter sweet spots for deterministic code generation

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