Data & Analytics

Data analysis, BI, visualization, datasets, statistics, and ML workflows

skills in category: 12,625
pages available: 527

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Showing 121–144 of 12,625 skills

Method VoiceAApplies a precise, clinically detached voice to Introductions, Discussions, abstracts, cover letters, and grants. Use when the user wants that voice, tone, or hedging; full manuscript drafting goes to method-write.datagoVotes: 0GitHub stars: 3
Method VerifyARuns an analysis-output sanity gate: sample size, leakage, effect direction, missing data, PHI, figures, reproducibility. Use when an analysis step finishes.datagogitVotes: 0GitHub stars: 3
Method UpdateA"Checks whether methodsmith is current and gives the exact update command for Claude Code, Codex, OpenCode, Pi, Gemini CLI, Kiro, or Qwen Code. Finds a pre-5.0 ce-datascience install and prints the switch. Use when asked if methodsmith is up to date or how to update or migrate." # rebrand:keepdatagobashVotes: 0GitHub stars: 3
Method Trial DesignABuilds auditable two-arm group-sequential design frontiers from version-pinned rpact or gsDesign output. Use when comparing group-sequential designs across effect or spending scenarios.datapythongoVotes: 0GitHub stars: 3
Method Table1AGenerates a traceable Table 1 (baseline characteristics) shell and validation report from the SAP and variable catalog. Use when the user asks for Table 1 or a baseline-characteristics table.datapythongoVotes: 0GitHub stars: 3
Method Submission PackageAAssembles a journal submission package from the SAP, outputs, tables, figures, reporting checklist, and provenance. Use when the user needs a submission bundle.datapythonbashVotes: 0GitHub stars: 3
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Method SprintAOpens, closes, and reports scoped analysis sprints with a named reviewer, planned SAP outputs, and data-lock checks. Use when the user opens, closes, or checks a sprint.datapythonshellVotes: 0GitHub stars: 3
Method SignoffACreates PI-facing review packs and multi-analyst signoff ledgers for study outputs. Use when the user needs PI review, statistician signoff, or a coordinating-center handoff.datapythonbashVotes: 0GitHub stars: 3
Method SetupAConfigures the project-local methodsmith profile: infers the stack, confirms defaults, offers a survey. Use when the user asks to set up or reconfigure the plugin.datapythonbashVotes: 0GitHub stars: 3
Method SessionsBSearches and summarizes prior coding-agent session history without reproducing sensitive logs. Use when the user asks what was tried before or what past sessions decided.datapythonrustVotes: 0GitHub stars: 3
Method Section CheckAKeeps Methods, Results, legends, and table footnotes factual, moving interpretation to Discussion. Use when auditing those sections for interpretation creep; drafting goes to method-write.datagoVotes: 0GitHub stars: 3
Method Sas StataAAssesses SAS and Stata code (.sas, .do, .ado, .dta) for reproducibility, review risk, and porting feasibility. Use when a repo has SAS or Stata work to review or port.datapythonbashVotes: 0GitHub stars: 3
Method SapADeepens a complex SAP with a claim-to-dataset schema (scientific claims, not insurance claims), estimands, and decision evidence. Use when a causal, prediction, or multisite SAP outgrows method-plan.datapythongoVotes: 0GitHub stars: 3
Method Sap WorkbookAGenerates a tabular SAP companion workbook (Overview, Outputs, Master Variables) from a prose SAP. Use when the user needs programmer handoff sheets or a variable catalog.datapythongoVotes: 0GitHub stars: 3
Method ReviewAReviews data-science code changes with statistical, methods, PHI, and engineering personas and confidence-gated findings. Use when the user asks for code or PR review.datagotestingVotes: 0GitHub stars: 3
Method Resolve FeedbackAResolves review feedback on analysis or code PRs, methodology comments included: triages, fixes, validates, replies. Use when the user asks to address PR comments.datapythonrustVotes: 0GitHub stars: 3
Method Report BugACollects a reproducible methodsmith plugin bug report and files or drafts a GitHub issue. Use when the user wants to report a plugin bug.datagobashVotes: 0GitHub stars: 3
Method Release NotesASummarizes recent methodsmith plugin releases from release metadata. Use when the user asks what changed in the plugin or whether a skill shipped.datapythonrustVotes: 0GitHub stars: 3
Method RARoutes R work: analysis design, tidyverse, event-study DiD, packages, testthat, CRAN, profiling, targets. Use when a project is R-first or the user needs R help; diffs and PRs go to method-review.datagorailsVotes: 0GitHub stars: 3
Method QuestionATurns one chosen biomedical study idea into PICO, FINER, a hypothesis, and PubMed-query YAML. Use when the user wants PICO/FINER framing; open design exploration goes to method-brainstorm.datagoVotes: 0GitHub stars: 3
Method PubmedASearches PubMed/MEDLINE via E-utilities with MeSH-aware queries into a PMID and abstract CSV. Use when the user explicitly wants PubMed or PMIDs; broad asks go to method-lit-search.datapythongoVotes: 0GitHub stars: 3
Method PresubmitARuns the final gate on a manuscript, abstract, cover letter, or grant: section discipline, voice, and anti-slop passes. Use when a draft is about to go to co-authors.datagoVotes: 0GitHub stars: 3
Method PreregAGenerates preregistration and registry content for OSF, ClinicalTrials.gov, PROSPERO, or a study protocol. Use when the user asks to preregister or register a study.datapythongoVotes: 0GitHub stars: 3
Method PrACommits, pushes, and opens or updates a pull request with a value-first body, keeping data and PHI out. Use when the user asks to ship or open a PR.datagoshellVotes: 0GitHub stars: 3