github.com/aipoch/medical-research-skills
Skill | Added | Review |
|---|---|---|
recommendation-letter-assistant Helps faculty and mentors draft standardized recommendation letters for. | 28 Impact Pending No eval scenarios have been run Securityby Passed No known issues Reviewed: Version: 8277276 | |
blind-review-sanitizer Use blind-review-sanitizer for academic writing workflows that need structured anonymization, explicit assumptions, and clear output boundaries for double-blind submission. | 56 Impact Pending No eval scenarios have been run Securityby Passed No known issues Reviewed: Version: 8277276 | |
biotech-pitch-deck-narrative Use biotech-pitch-deck-narrative for academic writing workflows that need structured investor-facing storytelling, explicit assumptions, and clear output boundaries. | 49 Impact Pending No eval scenarios have been run Securityby Passed No known issues Reviewed: Version: 8277276 | |
authorship-credit-gen Use when determining author order on research manuscripts, assigning CRediT contributor roles for transparency, documenting individual contributions to collaborative projects, or resolving authorship disputes in multi-institutional research. Generates fair and transparent authorship assignments following ICMJE guidelines and CRediT taxonomy. Helps research teams document contributions, resolve disputes, and ensure equitable credit distribution in academic publications. | 62 Impact Pending No eval scenarios have been run Securityby Passed No known issues Reviewed: Version: 8277276 | |
ehr-semantic-compressor 1. Confirm the user objective, required inputs, and non-negotiable constraints before doing detailed work. 2. Validate that the request matches the documented scope and stop early if the task would require unsupported as. | 33 Impact Pending No eval scenarios have been run Securityby Passed No known issues Reviewed: Version: 8277276 | |
latex-posters Creates academic-poster writing packages for LaTeX using beamerposter, tikzposter, or baposter. Use when a user needs poster-ready section copy, figure plans, captions, and package-specific layout decisions for conference or thesis posters. | 84 Impact Pending No eval scenarios have been run Securityby Passed No known issues Reviewed: Version: 8277276 | |
adverse-event-narrative 1. Confirm the user objective, required inputs, and non-negotiable constraints before doing detailed work. 2. Validate that the request matches the documented scope and stop early if the task would require unsupported as. | 33 Impact Pending No eval scenarios have been run Securityby Passed No known issues Reviewed: Version: 8277276 | |
anki-card-creator Use anki-card-creator for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries for study-card generation. | 49 Impact Pending No eval scenarios have been run Securityby Passed No known issues Reviewed: Version: 8277276 | |
meta-results-funnel-plot-generator Generates a Meta-analysis results section description for funnel plots, including statistical tables (Egger's, Begg's, Trim & Fill) and figure legends. Supports English and Chinese outputs. Use when user provides a funnel plot image and statistics and wants a formatted report. | 73 Impact Pending No eval scenarios have been run Securityby Passed No known issues Reviewed: Version: 8277276 | |
radiology-image-quiz Use when creating radiology educational quizzes, preparing board exam questions, or studying medical imaging cases. Generates interactive quizzes with X-ray, CT, MRI, and ultrasound images for medical education. | 64 Impact Pending No eval scenarios have been run Securityby Passed No known issues Reviewed: Version: 8277276 | |
poster-layout-planner Use poster layout planner for other workflows that need structured execution, explicit assumptions, and clear output boundaries. | 24 Impact Pending No eval scenarios have been run Securityby Passed No known issues Reviewed: Version: 8277276 | |
conference-abstract-adaptor Adapt abstracts to meet specific conference word limits and formats. | 41 Impact Pending No eval scenarios have been run Securityby Passed No known issues Reviewed: Version: 8277276 | |
q-and-a-prep-partner Predict challenging questions for presentations and prepare responses | 48 2.38x Agent success vs baseline Impact 100% 2.38xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 858c2e5 | |
mentorship-meeting-agenda Generate structured agendas for mentor-student one-on-one meetings | 61 3.12x Agent success vs baseline Impact 100% 3.12xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 858c2e5 | |
alumni-career-tracker Analyze laboratory alumni career trajectories and outcomes to provide data-driven career guidance for current students and postdocs. Tracks industry vs academia distribution, identifies career pathways, and generates personalized recommendations based on degree level and research interests. | 17 Impact Pending No eval scenarios have been run Securityby Advisory Suggest reviewing before use Reviewed: Version: 858c2e5 | |
data-management-plan-creator Automatically generate NIH 2023-compliant Data Management and Sharing Plan (DMSP) drafts following FAIR principles | 61 Impact Pending No eval scenarios have been run Securityby Passed No known issues Reviewed: Version: 858c2e5 | |
interview-mock-partner Simulates behavioral interview questions for medical professionals. | 52 1.58x Agent success vs baseline Impact 98% 1.58xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 858c2e5 | |
funding-trend-forecaster Predict funding trend shifts using NLP analysis of grant abstracts from NIH, NSF, and Horizon Europe | 54 4.42x Agent success vs baseline Impact 84% 4.42xAverage score across 3 eval scenarios Securityby Advisory Suggest reviewing before use Reviewed: Version: 4a48721 | |
postdoc-fellowship-matcher Match postdoc applicants to eligible fellowships based on nationality and research area | 44 Impact Pending No eval scenarios have been run Securityby Passed No known issues Reviewed: Version: 4a48721 | |
graphical-abstract-wizard Generate graphical abstract layout recommendations based on paper abstracts | 65 2.28x Agent success vs baseline Impact 96% 2.28xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 4a48721 | |
journal-matchmaker Recommend suitable high-impact factor or domain-specific journals for manuscript submission based on abstract content. Trigger when user provides paper abstract and asks for journal recommendations, impact factor matching, or scope alignment suggestions. | 89 1.28x Agent success vs baseline Impact 95% 1.28xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 4a48721 | |
resubmission-deadline-tracker Monitor resubmission deadlines for academic papers and automatically break down tasks based on remaining time. Trigger when user mentions "resubmission deadline", "revision due", "paper deadline", "revise and resubmit deadline", "R&R deadline", or needs to track manuscript revision timelines. | 75 1.01x Agent success vs baseline Impact 100% 1.01xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 4a48721 | |
grant-gantt-chart-gen Create project timeline visualizations for grant proposals | 51 1.14x Agent success vs baseline Impact 95% 1.14xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 4a48721 | |
pptx-posters Generate PowerPoint presentations and academic posters from paper content | 55 3.00x Agent success vs baseline Impact 90% 3.00xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 4a48721 | |
conflict-of-interest-checker Check for co-authorship conflicts between authors and suggested reviewers | 70 1.94x Agent success vs baseline Impact 99% 1.94xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 4a48721 |