GitHub organization
Agent skills by Aperivue
- skills
- 54
- repository
- 1
Repositories by Aperivue
Skills by Aperivue, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | A skill your agent uses when validating or evaluating a trained medical-imaging model. | Aperivue/ | 329 | 1 repo | ~4.5k | Automated safety check: Pass | MIT | 2 days ago |
| 2 | A skill your agent uses when turning a folder of research PDFs into Obsidian notes, even if Obsidian is not named. | Aperivue/ | 329 | — | ~1.6k | Automated safety check: Pass | MIT | 2 days ago |
| 3 | A skill your agent uses when building or auditing a radiomics or tabular clinical-ML prediction model with a classical learner (LASSO, SVM, random forest, XGBoost and similar). | Aperivue/ | 329 | 1 repo | ~2.7k | Automated safety check: Pass | MIT | 2 days ago |
| 4 | A skill your agent uses when a clinical CSV/Excel dataset needs profiling and cleaning before analysis (missing values, outliers, duplicates, type mismatches). | Aperivue/ | 329 | — | ~2k | Automated safety check: Pass | MIT | 2 days ago |
| 5 | A skill your agent uses when checking a radiology or medical AI study design before drafting or submission. | Aperivue/ | 329 | — | ~3.9k | Automated safety check: Pass | MIT | 2 days ago |
| 6 | A skill your agent uses when each author needs an ICMJE Conflict of Interest disclosure form (coidisclosure.docx) for submission. | Aperivue/ | 329 | — | ~1.5k | Automated safety check: Pass | MIT | 2 days ago |
| 7 | A skill your agent uses when an institutional Word form (.doc/.docx IRB protocol, ethics application, grant template) must be filled without breaking its styles, tables, fonts or page layout. | Aperivue/ | 329 | — | ~1.7k | Automated safety check: Pass | MIT | 2 days ago |
| 8 | A skill your agent uses when looking for research topics a longitudinal cohort database can answer (NHIS, UK Biobank, an institutional EMR or registry). | Aperivue/ | 329 | — | ~2.9k | Automated safety check: Pass | MIT | 2 days ago |
| 9 | A skill your agent uses when choosing where to submit a manuscript. | Aperivue/ | 329 | — | ~3.4k | Automated safety check: Pass | MIT | 2 days ago |
| 10 | A skill your agent uses when a tabular dataset (CSV, Excel, Parquet, Stata, SAS) needs a data dictionary. | Aperivue/ | 329 | — | ~1.1k | Automated safety check: Pass | MIT | 2 days ago |
| 11 | 11.Humanize A skill your agent uses when a manuscript or response-to-reviewers letter reads as AI-written. | Aperivue/ | 329 | — | ~2.9k | Automated safety check: Pass | MIT | 2 days ago |
| 12 | A skill your agent uses when auditing a manuscript item by item against a reporting guideline or risk-of-bias tool. | Aperivue/ | 329 | 1 repo | ~7.9k | Automated safety check: Pass | MIT | 2 days ago |
| 13 | 13.Write Paper A skill your agent uses when drafting a medical research manuscript or any IMRAD section. | Aperivue/ | 329 | 1 repo | ~9k | Automated safety check: Pass | MIT | 2 days ago |
| 14 | 14.Academic Aio A skill your agent uses when a medical AI paper should be found and cited by AI search engines and RAG tools. | Aperivue/ | 329 | 1 repo | ~4.8k | Automated safety check: Pass | MIT | 2 days ago |
| 15 | 15.Imaging Data A skill your agent uses when preparing a medical-imaging dataset (DICOM/NIfTI) for modelling. | Aperivue/ | 329 | — | ~2.9k | Automated safety check: Pass | MIT | 2 days ago |
| 16 | 16.Lit Sync A skill your agent uses when references in a .bib file (often from /search-lit) should land in Zotero and Obsidian. | Aperivue/ | 329 | — | ~4.6k | Automated safety check: Pass | MIT | 2 days ago |
| 17 | A skill your agent uses when managing a manuscript project over time. | Aperivue/ | 329 | — | ~1.6k | Automated safety check: Pass | MIT | 2 days ago |
| 18 | 18.Manage Refs A skill your agent uses when references must be written, rendered or converted. | Aperivue/ | 329 | — | ~4.1k | Automated safety check: Pass | MIT | 2 days ago |
| 19 | 19.Mllm Eval A skill your agent uses when designing or auditing how an LLM or multimodal LLM is evaluated on a clinical task (report generation, VQA, text extraction). | Aperivue/ | 329 | — | ~1.9k | Automated safety check: Pass | MIT | 2 days ago |
| 20 | 20.Model Card A skill your agent uses when a trained medical-imaging model needs its documentation. | Aperivue/ | 329 | — | ~1.5k | Automated safety check: Pass | MIT | 2 days ago |
| 21 | A skill your agent uses when you need a runnable PyTorch training repo for a medical-imaging task (segmentation, classification, detection, synthesis, self-supervised, or fine-tuning a pretrained… | Aperivue/ | 329 | — | ~3.1k | Automated safety check: Pass | MIT | 2 days ago |
| 22 | A skill your agent uses when choosing the model for a medical-imaging study. | Aperivue/ | 329 | — | ~2.7k | Automated safety check: Pass | MIT | 2 days ago |
| 23 | A skill your agent uses when turning a personal agent skill into an open-source, distributable one. | Aperivue/ | 329 | — | ~3.2k | Automated safety check: Pass | MIT | 2 days ago |
| 24 | A skill your agent uses when rendering a Markdown document (English or Korean) such as a proposal, IRB cover letter, handout or reference table to PDF via pandoc and xelatex, with auto-fitted table… | Aperivue/ | 329 | — | ~2.1k | Automated safety check: Notes | MIT | 2 days ago |
| 25 | 25.Search Lit A skill your agent uses when finding papers or building a reference list. | Aperivue/ | 329 | — | ~4.7k | Automated safety check: Pass | MIT | 2 days ago |
| 26 | 26.Verify Refs A skill your agent uses when checking whether a manuscript's references are real. | Aperivue/ | 329 | — | ~3.1k | Automated safety check: Pass | MIT | 2 days ago |
| 27 | A skill your agent uses when you must prove an analysis ran on the intended data or lock a dataset version. | Aperivue/ | 329 | — | ~1.1k | Automated safety check: Pass | MIT | 2 days ago |
| 28 | A skill your agent uses when data needs statistical analysis. | Aperivue/ | 329 | — | ~7k | Automated safety check: Pass | MIT | 2 days ago |
| 29 | 29.Contribute A skill your agent uses when sending local changes back to the project (an added journal profile, a fixed checklist item, an adapted skill) or reporting a false positive or bug. | Aperivue/ | 329 | — | ~2.4k | Automated safety check: Pass | MIT | 2 days ago |
| 30 | 30.Make Figures A skill your agent uses when a paper needs publication-ready figures or a visual abstract. | Aperivue/ | 329 | — | ~8.4k | Automated safety check: Pass | MIT | 2 days ago |
| 31 | A skill your agent uses when running a systematic review and meta-analysis, DTA or intervention. | Aperivue/ | 329 | — | ~8.7k | Automated safety check: Pass | MIT | 2 days ago |
| 32 | A skill your agent uses when a manuscript needs a copy-edit for consistency and non-native English clarity. | Aperivue/ | 329 | — | ~1.5k | Automated safety check: Pass | MIT | 2 days ago |
| 33 | A skill your agent uses when preparing an academic talk such as a journal club, grand rounds, seminar, conference presentation, or lecture/teaching deck. | Aperivue/ | 329 | — | ~9.1k | Automated safety check: Pass | MIT | 2 days ago |
| 34 | 34.Revise A skill your agent uses when a manuscript comes back with reviewer or editor comments. | Aperivue/ | 329 | — | ~6.7k | Automated safety check: Pass | MIT | 2 days ago |
| 35 | 35.Self Review A skill your agent uses when checking your own manuscript before submission from a reviewer's perspective. | Aperivue/ | 329 | — | ~12k | Automated safety check: Pass | MIT | 2 days ago |
| 36 | A skill your agent uses when building, auditing or freezing a journal submission package from the canonical manuscript. | Aperivue/ | 329 | — | ~7.7k | Automated safety check: Pass | MIT | 2 days ago |
| 37 | 37.Add Journal A skill your agent uses when a target journal has no profile yet. | Aperivue/ | 329 | — | ~2.6k | Automated safety check: Pass | MIT | 2 days ago |
| 38 | A skill your agent uses when analyzing a researcher's publication record from PubMed. | Aperivue/ | 329 | — | ~2k | Automated safety check: Pass | MIT | 2 days ago |
| 39 | A skill your agent uses when planning how many patients or cases a study needs before data collection (power analysis, IRB justification). | Aperivue/ | 329 | — | ~2.9k | Automated safety check: Pass | MIT | 2 days ago |
| 40 | A skill your agent uses when comparing an exposure-outcome association across countries with parallel national surveys (KNHANES, NHANES, CHNS). | Aperivue/ | 329 | — | ~2.4k | Automated safety check: Pass | MIT | 2 days ago |
| 41 | A skill your agent uses when exposure, outcome, covariate or eligibility definitions and cutoffs need a citable basis before the protocol. | Aperivue/ | 329 | — | ~1.9k | Automated safety check: Pass | MIT | 2 days ago |
| 42 | 42.Deidentify A skill your agent uses when clinical data may contain PHI and must be de-identified before any LLM-assisted analysis. | Aperivue/ | 329 | — | ~3.4k | Automated safety check: Pass | MIT | 2 days ago |
| 43 | A skill your agent uses when designing a study that benchmarks AI systems against a human-expert panel, before data collection. | Aperivue/ | 329 | — | ~2.4k | Automated safety check: Pass | MIT | 2 days ago |
| 44 | A skill your agent uses when you need full-text PDFs for a list of DOIs, such as a meta-analysis screening set. | Aperivue/ | 329 | — | ~1.9k | Automated safety check: Pass | MIT | 2 days ago |
| 45 | A skill your agent uses when starting or inheriting a radiology research project and need to know what it is. | Aperivue/ | 329 | — | ~1.6k | Automated safety check: Pass | MIT | 2 days ago |
| 46 | A skill your agent uses when applying a published cohort study's methodology to a different database. | Aperivue/ | 329 | — | ~1.7k | Automated safety check: Pass | MIT | 2 days ago |
| 47 | 47.Setup Medsci A skill your agent uses when a skill fails for a missing tool or the environment needs checking. | Aperivue/ | 329 | — | ~960 | Automated safety check: Pass | MIT | 2 days ago |
| 48 | 48.Batch Cohort A skill your agent uses when one validated cohort analysis must be repeated across many exposure/outcome pairs. | Aperivue/ | 329 | — | ~2.4k | Automated safety check: Pass | MIT | 2 days ago |
Questions, answered from the data.
What is the best skill by Aperivue?
Model Assessment from Aperivue/medsci-skills ranks first of the 54 skills by Aperivue listed here, with the highest score: its repository has 329 GitHub stars, 1 other GitHub owner carry a copy, its SKILL.md loads about 4.5k tokens and it passes the automated safety check with no findings. Next come Obsidian Paper Vault and Radiomics ML.
Are Aperivue's skills official?
None yet. All 54 skills by Aperivue listed here come from community repositories; a skill counts as official when the product's own GitHub organization publishes it.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.