Skill rating
60 skills. The A–F grade combines safety (60%) and quality (40%); tests add a bonus. The rating refreshes automatically from open catalogs.
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| # | Grade | Skill | Score ▾ | Safety | Quality | Process | Tests | Popularity | Updated |
|---|---|---|---|---|---|---|---|---|---|
| 51 | C | manage-projectGeneratorPersonal productivityOperations and projectsAperivue/medsci-skillsAgent Skills Research project management for medical manuscripts. Scaffold project structure, track writing progress across phases, maintain project memory files, generate submission checklists and backwards timel | 100 | 65 | F will not run | — | ★ 314 | 32 h ago | |
| 52 | C | Full-pipeline medical/scientific paper writing. 8-phase IMRAD workflow from outline to submission-ready manuscript. Supports original articles, case reports, case series, meta-analyses, AI validation | 100 | 62 | F will not run | — | ★ 314 | 32 h ago | |
| 53 | C | Literature search and citation management for medical research. Searches PubMed, Semantic Scholar, and bioRxiv/medRxiv with verified citations. Anti-hallucination — every reference verified via API be | 100 | 57 | F will not run | — | ★ 314 | 32 h ago | |
| 54 | C | Sync research references from .bib files to Zotero library + Obsidian literature notes. Extract cross-cutting concept notes when enough literature accumulates. Works after /search-lit or standalone. | 97 | 63 | F will not run | — | ★ 314 | 32 h ago | |
| 55 | C | Generate publication-ready figures and visual abstracts for medical research papers. Supports ROC curves, forest plots, CONSORT/STARD/PRISMA flow diagrams, calibration plots, Kaplan-Meier curves, Blan | 100 | 55 | F will not run | — | ★ 314 | 32 h ago | |
| 56 | C | Peer review assistant for medical journals. Generates structured review drafts with journal-specific formatting. Constructive developmental tone with systematic manuscript analysis. | 84 | 80 | F will not run | — | ★ 314 | 32 h ago | |
| 57 | C | Check manuscript compliance with medical research reporting guidelines. Supports 49 guidelines including STROBE, STROBE-MR, RECORD, REMARK (prognostic tumor-marker studies), TARGET (target trial emula | 100 | 53 | F will not run | — | ★ 314 | 32 h ago | |
| 58 | C | Parse peer reviewer comments and generate a structured Response to Reviewers document with tracked manuscript changes. Classifies comments as MAJOR/MINOR/REBUTTAL, coordinates new analyses with /analy | 100 | 52 | F will not run | — | ★ 314 | 32 h ago | |
| 59 | C | 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, su | 100 | 47 | F will not run | — | ★ 314 | 32 h ago | |
| 60 | D | 100 | 0 | F will not run | — | ★ 314 | 32 h ago |