Run nf-core workflows on local sequencing files or public GEO/SRA datasets to analyze gene expression, genetic variants, or chromatin accessibility. The skill guides environment checks, sample table preparation, workflow configuration, execution, and output verification.
Draft customer responses to product questions, outages, billing problems, and difficult requests. Adapt tone and length to the relationship and communication channel, with internal notes identifying facts to verify, sensitive points, and follow-up actions.
Convert laboratory instrument files into Allotrope Simple Model (ASM) JSON, a standardized data format, or tabular CSV. Detect instrument types, validate converted data, and export Python parsing code for analysis workflows or handoff to data engineers.
Choose research problems, refine new ideas, or rethink stalled projects through structured conversation. Assess feasibility, potential impact, and risks, then develop success criteria, decision points, and backup plans for a clearer research strategy.
Explore a table or data file before starting analysis. Summarize its structure, missing values, duplicates, and distributions, flag potential quality issues, and suggest useful measures, grouping columns, and follow-up analyses.
Turn a design into a developer handoff document covering layout, shared design settings, component options, interactions, and screen-size behavior. Include loading and error states, animation details, and accessibility notes to clarify implementation requirements.
Analyze data distributions, trends, unusual values, and differences between groups using suitable statistical methods. The skill guides interpretation of effect sizes, meaning the magnitude of differences, alongside uncertainty and business impact, while checking for misleading conclusions.
Manage the connected sources used for workplace search. Identify available chat, email, document, and business systems, guide new connections, prioritize sources by question type, and explain search coverage when request limits interrupt access.
Assess incoming support requests, assign a category and P1–P4 urgency level, and recommend the team to handle them. Check available records for duplicates or known issues, then prepare an initial customer response and internal handoff notes.
Find documents, discussions, and decisions across connected chat, email, storage, and other work tools with one query. Results are combined into an answer with source references, related items grouped together, and relevant filters applied.
Prepare income statements with prior-period and budget comparisons, highlight significant differences, and explain their drivers. Reference formats for balance sheets and cash flow statements also support financial reporting and period-end adjustments.
Review an analysis before sharing it with stakeholders. Check calculations, data selection, comparison methods, potential bias, charts, and whether conclusions follow from the evidence, then receive a readiness assessment and specific improvements.
Write and review interface text, including button labels, error messages, empty screens, and onboarding instructions. Get recommended wording, alternatives, and explanations tailored to the user's situation, tone, and character limits.
Write and maintain technical documents for different readers, including READMEs, API references, operational procedures, architecture explanations, and onboarding guides. Organize practical examples, setup steps, design decisions, and recovery instructions around what each audience needs.
Adapt a Claude Code plugin to an organization's tools and working practices. Configure a template or revise existing skills and connections, then package the customized plugin as an installable file in Cowork desktop mode.
Choose suitable charts for trends, comparisons, distributions, and relationships, then create them in Python with matplotlib, seaborn, or plotly. Apply guidance on colors, labels, scales, and accessibility to produce publication-quality figures or interactive charts.
Turn resolved support issues, recurring questions, and workarounds into help article drafts customers can search and follow. Choose an appropriate format, organize instructions clearly, and include metadata, source references, and publishing review notes.
Analyze single-cell data with scvi-tools, using deep learning to combine datasets, correct differences between experiments, and transfer cell labels. Model guides and reusable scripts cover RNA, protein, chromatin accessibility, spatial data, and downstream analysis.
Plan tests for APIs, interfaces, data pipelines, and infrastructure. Choose suitable test types, prioritize critical behavior, and produce a plan with coverage targets and example cases while balancing thoroughness, execution speed, and maintenance effort.
Turn search results from chat, email, documents, and other sources into a coherent answer. Merge duplicate information, retain source references, highlight conflicting accounts, and reflect source freshness and authority when expressing confidence in the findings.
Manage service incidents from initial assessment through recovery review. The skill organizes severity, impact, roles, status updates, and timelines, then drafts a blameless postmortem with root cause analysis and action items assigned to owners.
Turn recent work or rough notes into a concise daily standup update organized by yesterday, today, and blockers. Connected tools can supply commits, pull requests, ticket changes, and relevant discussions to help assemble the report.
Turn an unresolved customer issue into a structured brief for the right team. Gather context, document reproduction steps, assess customer and business impact, and clarify the action and deadline needed from engineering, product, security, or leadership.
Verify changes to the copilot-kit-ag-ui demo by building and running its server. Check API routing, cross-origin access settings, and build configuration, then use real credentials to confirm that a requested chart appears.
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