lambenthan

Facilitates the editing and updating of raw sources and wiki content based on user requests, enhancing content management efficiency.

Generates empirical research designs based on literature and local data, outlining research questions, mechanisms, and variables.

Extracts empirical research data from academic papers into a structured wiki format, enhancing research design and accessibility.

Designs comprehensive experimental plans based on claims, ensuring robust validation and documentation in a structured wiki format.

Evaluates experimental results to update claims and ideas in a wiki, enhancing knowledge management and decision-making.

Facilitates the execution of planned experiments, managing deployment, monitoring, and result collection across various modes.

Monitors the status of running experiments, automating collection and pipeline advancement for efficient research workflows.

Generates high-quality research ideas through a multi-phase pipeline leveraging wiki knowledge and external searches.

Facilitates the ingestion of academic papers into a wiki, creating interconnected pages with cross-references and citations.

Facilitates the creation of a structured research wiki using user materials and external discoveries for efficient paper digestion.

Validates research ideas for novelty using multiple sources, providing scores and recommendations based on cross-verification.

Automates LaTeX paper compilation to PDF, fixing errors and verifying submission requirements for academic papers.

Drafts LaTeX papers from a structured plan, generating sections, figures, and citations while ensuring academic writing standards.

Compiles a structured paper outline from a claim graph, generating sections and plans based on evidence and narrative structure.

Automates the creation of foundational wiki pages using domain knowledge, preventing duplication in concept pages.

Analyzes review comments to generate structured rebuttals, ensuring evidence sufficiency and addressing reviewer concerns.

Facilitates iterative improvement of research artifacts through structured feedback and updates until target scores are achieved.

Facilitates end-to-end research orchestration from idea discovery to paper writing, enhancing research workflow efficiency.

Resets the wiki to a clean scaffold based on specified scope, facilitating painless recovery after development iterations or setup failures.

Enables independent review of research artifacts, providing structured feedback and actionable suggestions for improvement.