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Automated scRNA-seq cell type annotation via pre-trained logistic regression. 45+ models: immune, gut, lung, brain, fetal, cancer microenvironments. Input normalized AnnData; outputs per-cell labels, majority-vote cluster labels, confidence scores. Use for fast, reference-backed annotation without manual marker inspection.

Merge the current feature branch into main and (optionally) clean up the branch and worktree. Prefers fast-forward (--ff-only) for linear history; falls back to a merge commit (--no-ff) when the branch has diverged or the user wants the merge commit preserved. Interactive cleanup at the end. USE WHEN asked to "merge to main", "merge and cleanup", "integrate the feature branch", or "finish this bra

Aplica as cores e tipografia oficiais da marca Anthropic a qualquer artefato que possa se beneficiar da identidade visual da Anthropic. Use-o quando cores da marca, diretrizes de estilo, formatação visual ou padrões de design da empresa forem aplicáveis.

"setup" = install testing infra only. "check" = audit gaps and report, don't write tests. "full" or omitted = setup + audit + write + run + verify.

Test, validate, and verify that code changes produce correct product behavior. Use when the user says 'verify this works', 'test the feature', 'check the output', 'does this actually work', 'validate the behavior', 'smoke test', 'QA this', 'acceptance test', or 'make sure it works end to end'. Also triggers on 'product verification', 'behavior validation', 'functional check', 'integration verifica

Guia de Desenvolvimento Avançado do Claude Code - Um tutorial chinês abrangente que cobre o uso de ferramentas, ambiente REPL, fluxo de trabalho de desenvolvimento, integração MCP, padrões avançados e melhores práticas. É ideal para aprender os recursos avançados e técnicas de desenvolvimento do Claude Code.

Vitest fast unit testing framework powered by Vite with Jest-compatible API. Use when writing tests, mocking, configuring coverage, or working with test filtering and fixtures.

Write, execute, and optimize DAX queries and measures for Power BI semantic models using pbi-cli. Invoke this skill whenever the user mentions DAX, queries data in Power BI, writes calculations, creates measures, asks about EVALUATE, SUMMARIZECOLUMNS, CALCULATE, time intelligence, or wants to analyze/aggregate data from a semantic model. Also invoke when the user asks to run a query, test a formul

Formal evaluation framework for Claude Code sessions implementing eval-driven development (EDD) principles

Load common code patterns and abstractions used in this project. Use when implementing features to maintain consistency.

Diretrizes para a criação de commits Git.

Offers the user an informed choice about how much response depth to consume before answering. Use this skill when the user explicitly wants to control response length, depth, or token budget. TRIGGER when: \"token budget\", \"token count\", \"token usage\", \"token limit\", \"response length\", \"answer depth\", \"short version\", \"brief answer\", \"detailed answer\", \"exhaustive answer\", \"res