Design e Frontend

Use when sending commands to tmux panes, reading pane output, creating windows/panes, or monitoring tmux sessions. Covers reliable targeting, synchronization, and output capture patterns.

Combined SEO + GEO audit and optimization workflow. Runs traditional SEO audit and AI search optimization in parallel, then produces a unified action plan covering both Google rankings and AI citations. Use when user says "full SEO and GEO audit", "audit my site for SEO and AI", "SEO + AI visibility", "comprehensive site audit", "optimize for Google and AI", "audit for search and AI engines", or "

Generates standardized quality control reports by aggregating metrics from FastQC, alignment, and other tools using MultiQC. Use when summarizing QC metrics across samples, creating shareable quality reports, or building automated QC pipelines.

Identify recurrent and driver copy number alterations across a tumor cohort with GISTIC2 (G-score, Ziggurat deconstruction, focal vs broad/arm-level analysis, q-values from permutation) and quantify copy-number signatures with the Steele 2022 COSMIC framework and the Drews 2022 CINSignatures framework. Covers driver-gene localization from recurrence peaks, distinguishing focal drivers from arm-lev

Design PCR primers for a target sequence using primer3-py. Specify target regions, product size, melting temperature, and other constraints. Returns ranked primer pairs with quality metrics. Use when designing standard PCR primers.

Nuxt full-stack Vue framework with SSR, auto-imports, and file-based routing. Use when working with Nuxt apps, server routes, useFetch, middleware, or hybrid rendering.

Use when working with Next.js App Router tasks - creating pages in /app/, setting up dynamic routes ([id]/page.tsx), implementing nested layouts/templates (layout.tsx), optimizing Server/Client components, or building ERP role-based pages (admin/teacher/student dashboards). Auto-use for all /app/ directory operations, dynamic routing, and App Router-specific features.

Computes and interprets treatment effect measures (OR, RR, RD, HR, NNT) with calibrated confidence intervals (Wilson, Newcombe, Miettinen-Nurminen, MOVER, profile likelihood, Bender NNT) and reports marginal vs conditional estimands per FDA 2023 covariate adjustment guidance. Use when reporting treatment effects in confirmatory trials, comparing effect sizes across studies, or constructing forest

Especialista em Angular moderno (v20+) com profundo conhecimento de Signals, Standalone Components, aplicações Zoneless, SSR/Hydration e padrões reativos. Utilize PROATIVAMENTE para desenvolvimento Angular, arquitetura de componentes, gerenciamento de estado, otimização de desempenho e migração para padrões modernos.

Um guia de decisão para delegar a subagentes especializados, instruindo o thread principal sobre quando usar cavecrew-investigator, cavecrew-builder ou cavecrew-reviewer em vez de trabalho direto ou Explore. A saída do subagente é compactada, reduzindo o tamanho do resultado da ferramenta em ~60% e estendendo o contexto principal.

MS spectral matching and metabolite ID with matchms. Import spectra (mzML, MGF, MSP, JSON), filter/normalize peaks, score similarity (cosine, modified cosine, fingerprint), build reproducible pipelines, identify unknowns vs spectral libraries. Use pyopenms for full LC-MS/MS proteomics.

Brand mention and authority scanner for AI visibility. Analyzes brand presence across platforms that AI models rely on for entity recognition and citation decisions. Produces a Brand Authority Score (0-100) with platform-specific recommendations.