Declarative Self Improving Elixir - DSPy Orchestration in Elixir

MindScript Templates — The official library of structured, deterministic MindScript patterns for text, diagram, image, video, and automation tasks. Includes multi-stage templates, modality-specific patterns, pattern inheritance examples, and real-world examples demonstrating how to execute MindScript programs across LLMs and agent systems.

Curated list of DSPy (Declarative Self-improving Python) resources, tutorials, examples, and research papers for LLM programming

MindScript Core — The official language specification, execution laws, and architectural model for MindScript, the AI-native prompting language created by Peace Thabiwa (Sageworks AI). Includes the formal syntax, deterministic stage logic, modality rules, ledger schemas, and documentation for implementing MindScript across multi-modal AI systems.