ShortPrompts is a collection of concise, high-performance prompt templates for Large Language Models (LLMs) and autonomous agents. It's designed for operational efficiency and maximum information density, offering compact, high-ROI instruction structures for advanced prompt engineering, multi-agent orchestration, and analytical pipelines.
**Design Principles:**
* **Information Density:** Maximizes ROI per token by removing redundant phrasing while maintaining semantic constraints.
* **Deterministic Execution:** Ensures clear output formatting, fail-closed validation, and auditable reasoning.
* **Agentic Compatibility:** Integrates seamlessly into automated RAG architectures, multi-agent networks, and structured prompt pipelines.
