AI Skills for Researcher

Facilitates the maintenance of an Obsidian wiki vault, ensuring compatibility with Obsidian features and enhancing user experience.

Generates thorough, cited research reports from multiple web sources using firecrawl and exa tools for in-depth analysis.

Facilitates systematic literature reviews for academic and technical topics, aiding in evidence synthesis and citation management.

Facilitates biomedical literature searches using PubMed and NCBI E-utilities for efficient research and citation retrieval.

Facilitates access to USPTO patent and trademark data for official record lookup and IP research workflows.

Facilitates quick genomic database queries and bioinformatics evidence logging using the gget CLI and Python workflow.

Evaluates scholarly work using a structured rubric for comprehensive feedback on research quality and methodology.

Facilitates evidence-based research workflows for current facts, comparisons, and recommendations using public information and local context.

Facilitates public-records OSINT investigations across various sources, enabling entity resolution and evidence chain construction.

Guides users in training Sparse Autoencoders to analyze neural network activations and discover interpretable features.

Guides LLM post-training with RL using slime, integrating Megatron-LM for custom workflows and high-throughput data generation.

Facilitates the end-to-end process of writing ML research papers for top conferences, from design to submission.

Generates minimal, educational SVG diagrams in HTML format, ideal for physics, chemistry, and engineering visuals.

Enables local search across personal knowledge bases and documents using a hybrid retrieval engine with advanced ranking capabilities.

Evaluates LLMs using academic benchmarks like MMLU and GSM8K, aiding in model quality assessment and comparison.

Enables users to build and query an interlinked markdown knowledge base, enhancing research and information management.

Enables quick experiments to validate ideas before full development, helping teams assess feasibility and explore options effectively.

Assists in drug discovery by searching bioactive compounds, calculating drug-likeness, and interpreting ADMET profiles.

Extracts text from PDFs and scanned documents using advanced OCR techniques for research and data analysis.

Provides access to over 400 bioinformatics skills for genomics, transcriptomics, and more, fetching domain-specific resources on demand.