Academic Writing
The best skills for research-related work, like deep web research, academic writing and the life and physical sciences.
pubmed-search-specialistaipoch/medical-research-skillsBuild Boolean PubMed queries with MeSH terms for systematic review searches★2K
pubmed-search-specialistBuild Boolean PubMed queries with MeSH terms for systematic review searches
pubmed-topic-recommendaipoch/medical-research-skillsRecommend research topics from PubMed evidence for a given direction or constraint★2K
pubmed-topic-recommendRecommend research topics from PubMed evidence for a given direction or constraint
quadas-c-assessment-for-diagnostic-accuracy-studiesaipoch/medical-research-skillsAssess bias in diagnostic accuracy studies from full text using QUADAS-C★2K
quadas-c-assessment-for-diagnostic-accuracy-studiesAssess bias in diagnostic accuracy studies from full text using QUADAS-C
quality-assessmentaipoch/medical-research-skillsAppraise the methods of a paper against risk of bias tools and reporting guidelines★2K
quality-assessmentAppraise the methods of a paper against risk of bias tools and reporting guidelines
quapas-quality-assessment-for-prognosis-studiesaipoch/medical-research-skillsAssess bias in prognosis studies using the QUAPAS criteria★2K
quapas-quality-assessment-for-prognosis-studiesAssess bias in prognosis studies using the QUAPAS criteria
rct-bias-assessment-robaipoch/medical-research-skillsAssess randomized trial papers with the Risk of Bias 2 tool and write a report★2K
rct-bias-assessment-robAssess randomized trial papers with the Risk of Bias 2 tool and write a report
rct-bias-assessment-rob2aipoch/medical-research-skillsJudge trial papers across the five ROB 2 domains and draft a bias summary★2K
rct-bias-assessment-rob2Judge trial papers across the five ROB 2 domains and draft a bias summary
rebuttal-letter-strategistaipoch/medical-research-skillsPlan rebuttal letters that answer reviewer objections with evidence★2K
rebuttal-letter-strategistPlan rebuttal letters that answer reviewer objections with evidence
reference-finderaipoch/medical-research-skillsRank PubMed references for each sentence of a scientific text with reasons★2K
reference-finderRank PubMed references for each sentence of a scientific text with reasons
reference-integrity-checkeraipoch/medical-research-skillsCheck that references match their claims and are not overstated or misquoted★2K
reference-integrity-checkerCheck that references match their claims and are not overstated or misquoted
reference-retrieval-skillaipoch/medical-research-skillsBuild PubMed Boolean queries and filter references for citing in a manuscript★2K
reference-retrieval-skillBuild PubMed Boolean queries and filter references for citing in a manuscript
reference-searchaipoch/medical-research-skillsSearch several databases and design reproducible, traceable literature search strategies★2K
reference-searchSearch several databases and design reproducible, traceable literature search strategies
reference-style-syncaipoch/medical-research-skillsStandardize reference formats in Zotero or EndNote and fix metadata errors★2K
reference-style-syncStandardize reference formats in Zotero or EndNote and fix metadata errors
reporting-guideline-compliance-checkeraipoch/medical-research-skillsCheck a manuscript against CONSORT, STROBE, PRISMA and TRIPOD reporting items★2K
reporting-guideline-compliance-checkerCheck a manuscript against CONSORT, STROBE, PRISMA and TRIPOD reporting items
reproducibility-checkaipoch/medical-research-skillsAudit Methods completeness and open science practices before submitting a manuscript★2K
reproducibility-checkAudit Methods completeness and open science practices before submitting a manuscript
research-article-weeklyaipoch/medical-research-skillsSummarize PubMed papers from the last week on a keyword into a literature report★2K
research-article-weeklySummarize PubMed papers from the last week on a keyword into a literature report
research-grantsaipoch/medical-research-skillsWrite agency-compliant grant narratives and budgets for NSF, NIH and other funders★2K
research-grantsWrite agency-compliant grant narratives and budgets for NSF, NIH and other funders
research-hotspot-analysisaipoch/medical-research-skillsIdentify trending topics and clusters for a disease and recommend key papers★2K
research-hotspot-analysisIdentify trending topics and clusters for a disease and recommend key papers
research-paper-downloaderaipoch/medical-research-skillsDownload open-access papers by DOI, arXiv ID or keyword and save the PDF★2K
research-paper-downloaderDownload open-access papers by DOI, arXiv ID or keyword and save the PDF
research-proposal-generatoraipoch/medical-research-skillsBuild a research proposal with hypothesis, mechanism checks and budget from a paper★2K
research-proposal-generatorBuild a research proposal with hypothesis, mechanism checks and budget from a paper
response-letteraipoch/medical-research-skillsMap reviewer comments to exact manuscript changes in a Word response letter★2K
response-letterMap reviewer comments to exact manuscript changes in a Word response letter
result-figure-consistencycheckaipoch/medical-research-skillsCheck that result text matches figure legends and export an issue list as CSV★2K
result-figure-consistencycheckCheck that result text matches figure legends and export an issue list as CSV
result-reliability-checkeraipoch/medical-research-skillsAssess whether study results are solid, fragile, overfit or overclaimed★2K
result-reliability-checkerAssess whether study results are solid, fragile, overfit or overclaimed
results-section-structureraipoch/medical-research-skillsOrganize figures, analyses and result blocks into a clear Results section structure★2K
results-section-structurerOrganize figures, analyses and result blocks into a clear Results section structure
results-section-writeraipoch/medical-research-skillsWrite a full Results section from a figure inventory or analysis summary★2K
results-section-writerWrite a full Results section from a figure inventory or analysis summary
retraction-watcheraipoch/medical-research-skillsCheck cited papers for retractions, corrections and flags before submission★2K
retraction-watcherCheck cited papers for retractions, corrections and flags before submission
revision-strategy-planneraipoch/medical-research-skillsPlan revisions by sorting reviewer asks into experiments, analyses and rewording★2K
revision-strategy-plannerPlan revisions by sorting reviewer asks into experiments, analyses and rewording
scholar-evaluationaipoch/medical-research-skillsScore scholarly documents with the ScholarEval framework and critique their quality★2K
scholar-evaluationScore scholarly documents with the ScholarEval framework and critique their quality
sci-paper-revieweraipoch/medical-research-skillsSimulate strict SCI peer review with an innovation score and revision suggestions★2K
sci-paper-reviewerSimulate strict SCI peer review with an innovation score and revision suggestions
scientific-critical-thinkingaipoch/medical-research-skillsEvaluate study design, statistics and bias to judge the strength of scientific claims★2K
scientific-critical-thinkingEvaluate study design, statistics and bias to judge the strength of scientific claims
scite-databaseaipoch/medical-research-skillsCheck how papers are cited, as supporting or contrasting evidence, with Scite★2K
scite-databaseCheck how papers are cited, as supporting or contrasting evidence, with Scite
search-pubmedaipoch/medical-research-skillsSearch PubMed precisely through E-utilities and pull structured article records★2K
search-pubmedSearch PubMed precisely through E-utilities and pull structured article records
semantic-scholar-databaseaipoch/medical-research-skillsSearch Semantic Scholar papers and explore citation graphs and author data★2K
semantic-scholar-databaseSearch Semantic Scholar papers and explore citation graphs and author data
smart-journal-monitoraipoch/medical-research-skillsTrack new articles in chosen journals and flag those matching your topics★2K
smart-journal-monitorTrack new articles in chosen journals and flag those matching your topics
study-design-identifieraipoch/medical-research-skillsIdentify the real design of a medical paper and its evidence level★2K
study-design-identifierIdentify the real design of a medical paper and its evidence level
study-design-scale-selectoraipoch/medical-research-skillsChoose the right risk of bias scale for a study from its design and PubMed record★2K
study-design-scale-selectorChoose the right risk of bias scale for a study from its design and PubMed record
study-limitations-drafteraipoch/medical-research-skillsDraft the limitations section of a study with clear, honest caveats★2K
study-limitations-drafterDraft the limitations section of a study with clear, honest caveats
study-objective-refineraipoch/medical-research-skillsRefine vague biomedical aims into bounded, measurable and executable study objectives★2K
study-objective-refinerRefine vague biomedical aims into bounded, measurable and executable study objectives
systematic-review-screeneraipoch/medical-research-skillsScreen abstracts for systematic reviews with PRISMA-aligned workflow steps★2K
systematic-review-screenerScreen abstracts for systematic reviews with PRISMA-aligned workflow steps
table-1-generatoraipoch/medical-research-skillsGenerate Table 1 baseline characteristics for clinical research papers★2K
table-1-generatorGenerate Table 1 baseline characteristics for clinical research papers
table-1-generator-advancedaipoch/medical-research-skillsBuild Table 1 with detected variable types, group tests and APA formatting★2K
table-1-generator-advancedBuild Table 1 with detected variable types, group tests and APA formatting
table-narrative-writeraipoch/medical-research-skillsTurn a biomedical table into a narrative that highlights patterns and contrasts★2K
table-narrative-writerTurn a biomedical table into a narrative that highlights patterns and contrasts
target-journal-matcheraipoch/medical-research-skillsMatch a study to journals by topic, design and evidence strength for submission★2K
target-journal-matcherMatch a study to journals by topic, design and evidence strength for submission
tooluniverse-literature-deep-researchaipoch/medical-research-skillsRun deep literature research with evidence grading, themes and testable hypotheses★2K
tooluniverse-literature-deep-researchRun deep literature research with evidence grading, themes and testable hypotheses
topic-evidence-mapperaipoch/medical-research-skillsMap research streams, populations, endpoints and thin areas for a medical topic★2K
topic-evidence-mapperMap research streams, populations, endpoints and thin areas for a medical topic
venue-templatesaipoch/medical-research-skillsApply journal, conference and grant LaTeX templates with their page and layout rules★2K
venue-templatesApply journal, conference and grant LaTeX templates with their page and layout rules
radiology-bibliometricshuang-sir1/radiology-skillsBuild reproducible radiology citation metrics with deduplicated corpora★2K
radiology-bibliometricsBuild reproducible radiology citation metrics with deduplicated corpora
radiology-citationhuang-sir1/radiology-skillsVerify claim-level citations with DOI and PMID checks and export the checked list★2K
radiology-citationVerify claim-level citations with DOI and PMID checks and export the checked list
radiology-disseminationhuang-sir1/radiology-skillsCreate traceable posters, conference abstracts and media summaries for radiology work★2K
radiology-disseminationCreate traceable posters, conference abstracts and media summaries for radiology work
radiology-figurehuang-sir1/radiology-skillsCreate and audit publication plots, visual abstracts and imaging panels★2K
radiology-figureCreate and audit publication plots, visual abstracts and imaging panels