Autonomous task execution cycle: Plan -> Research -> Prototype -> Evaluate -> Report
Methodologies for rapidly building software proofs-of-concept
Writing engaging yet rigorous academic text and generating reports
Techniques for querying academic databases (ArXiv, Semantic Scholar, PubMed) and code repositories (GitHub)
Standards for academic citation and findings connected papers
Standards for version control, commit messages, and branching strategy
Management of local knowledge, embeddings, and information retrieval (RAG)
Methodology for structuring comprehensive research and project plans