research-planner
Decomposes a research question into a structured investigation plan with sub-questions, search angles, and output format requirements.
202 repo starsObserved in 1 repos
Research
Research skills
Browse reusable Agent Skills, each with a clear purpose and practical guidance.
research-writer
Drafts a polished, professional research brief compiling findings into a final presentable document.
202 repo starsObserved in 1 repos
Research
ring:researching-features
Researching the product/feature in depth before any planning document is written: the product itself, technical approach, third-party integrations, prior art, and existing codebase grounding (file:line refs) via parallel repo/web/docs agents using firecrawl and exa. Gate 0 of ring:using-pm-team (both tracks); runs before ring:writing-prds. Use before pre-dev planning a new feature or modification. Skip for trivial changes or when a recent research.md already exists.
202 repo starsObserved in 1 repos
Research
add-journal
Add a new journal to the MedSci Skills profile database. Extracts metadata from author guidelines, generates write-paper (detailed) and find-journal (compact) profiles in canonical format with quality gates.
201 repo starsObserved in 1 repos
Research
analyze-stats
Statistical analysis for medical research papers. Generates reproducible Python/R code with publication-ready tables and figures. Supports diagnostic accuracy, inter-rater agreement, meta-analysis, survival analysis, survey data, group comparisons, regression, propensity score, and repeated measures.
201 repo starsObserved in 1 repos
Research
architecture-zoo
Choose a model architecture for a medical-imaging research question before scaffolding. Maps the task (classification, segmentation, detection, transfer), modality and dimensionality, labelled-data scale, and class imbalance to a shortlist of architectures, each grounded in its source paper with a when-to-use, a medical-imaging use, a reference implementation, the typical validation setup, and the matching model-scaffold template. Covers the foundational curriculum (ResNet, DenseNet, EfficientNet, ViT, Swin; U-Net, 3-D U-Net, Attention/Residual U-Net, nnU-Net, Mask R-CNN; SAM/MedSAM, TotalSegmentator, BiomedCLIP, DINO/MAE/SimCLR; and graph neural nets — GCN/GraphSAGE/GAT/GIN/BrainGNN — for brain connectomes). It teaches archetypes and the task-to-architecture logic, not a live SOTA leaderboard.
201 repo starsObserved in 1 repos
Research
author-strategy
PubMed author profile analysis. Author name → PubMed fetch → study-type classification → visualization → strategy report → optional trajectory-archetype classification.
201 repo starsObserved in 1 repos
Research
codewiki-cli
Browses Google Code Wiki (codewiki.google) via cli-web-codewiki — AI-generated documentation for open source repos. Search repositories, read wiki sections, download full wikis as markdown, and ask Gemini questions about a codebase. Use when the user asks about Code Wiki, AI-generated repo documentation, or wants to ask Gemini about a GitHub repo's architecture. Prefer cli-web-codewiki over fetching the website. No auth required.
201 repo starsObserved in 1 repos
Research
cross-national
End-to-end cross-national comparison study using KNHANES + NHANES + CHNS (or other parallel surveys). Variable harmonization, parallel weighted analysis, and comparison tables. Supports 2-country (KR+US) and 3-country (KR+US+CN) designs.
201 repo starsObserved in 1 repos
Research
define-variables
Literature-grounded variable operationalization for observational research. Turns a data dictionary + research question into a citation-backed table of exposure/outcome/covariate definitions, cutoffs, and DB variable mappings. Prevents ad-hoc phenotype definitions that invite reviewer rejection. Bridges /search-lit output into /write-protocol Methods.
201 repo starsObserved in 1 repos
Research