Start with the right task
paper-workflowRoutes your request to the necessary writing and checking steps.
View skill source ↗Write for the paper’s reader
anti-defensive-writingRemove defensive or project-log prose, keeping necessary facts and what the venue’s reviewers check.
View skill source ↗Check bibliography consistency
citation-verifierFind missing fields, duplicate keys and citation mismatches.
View skill source ↗Check what the source supports
claim-source-verificationCompare the manuscript’s claims with the cited source.
View skill source ↗Describe available data
data-availabilityState what data exist, where they are and what they contain.
View skill source ↗Keep drafts coordinated
draft-marker-disciplineTrack unresolved text and preserve the governing decisions.
View skill source ↗Give figures a purpose
figure-plannerPlan claims, panels and legends before making the figure.
View skill source ↗Strengthen the argument
manuscript-optimizerRepair the connection between questions, claims and evidence.
View skill source ↗Set up a paper project
paper-bootstrapEstablish the question, scope and active source materials.
View skill source ↗Connect replies to revisions
rebuttal-responseDraft reviewer responses grounded in completed work.
View skill source ↗Organize the Results
results-section-revisionTurn settled results into a coherent scientific narrative.
View skill source ↗Structure a Review
review-article-architectureGive Reviews, surveys and Perspectives their own architecture.
View skill source ↗Refine the sentences
scientific-prose-styleImprove rhythm and punctuation, and remove words that carry no information.
View skill source ↗Draft and revise sections
scientific-writingWrite section-level prose around its scientific purpose.
View skill source ↗Check statistical reporting
stats-reporting-auditCheck units, replication, comparisons and figure statistics.
View skill source ↗Check submission readiness
submission-auditLocate prioritized issues before submission or resubmission.
View skill source ↗Clarify passage logic
write-scientific-manuscriptMake reasoning, comparisons and references easy to follow.
View skill source ↗Choose a journal route
nature-portfolio-playbookAlign article structure and preflight with the target venue.
View skill source ↗Check figure legibility
figure-styleCheck visual correctness, alignment and readable figure elements.
View skill source ↗Produce research figures
nature-figureUse Python or R to build figures when the required tools are available.
View skill source ↗Explore the literature
academic-researcherSupport focused literature and methodology research.
View skill source ↗Understand one paper
paper-analyzerAnalyze the scientific question, method and evidence in a paper.
View skill source ↗Interpret experiment outputs
results-analysisTurn supplied numerical outputs into interpretable findings.
View skill source ↗Review papers and replies
paper-reviewerAssess manuscripts, inventory reviewer asks and check reply coverage.
View skill source ↗Turn papers into talks
academic-presentationsOrganize a paper’s message into a presentation.
View skill source ↗Write for conferences
conference-paper-writingWrite to what ML reviewers check: leakage, reproducibility, runs and spread.
View skill source ↗Verify reference existence
reference-audit-guideUse optional tools for live reference checks when sources are accessible.
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