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Esta skill atua como um estrategista AEO empresarial para profissionais de SEO/AEO, gerenciando tarefas de visibilidade AEO e IA como auditorias, estratégia, briefs de conteúdo e análise competitiva. Ela suporta 12 setores, incluindo Farmacêutico, BFSI e Varejo.

Use this skill when the user asks "where am I", "what's the current task", "what's blocking me", "show status", "what needs sign-off", or "what's next". Prints a snapshot of the active plan, gate, sign-off progress, and next action. Reads only — writes nothing.

Design schemas, write queries for MongoDB and PostgreSQL. Use for database design, SQL/NoSQL queries, aggregation pipelines, indexes, migrations, replication, performance optimization, psql CLI.

Use when the user reports that a Zilliz Cloud cluster or Milvus collection is unhealthy, slow, stuck, returning errors, hitting quotas, or otherwise misbehaving — or when they ask "what's wrong with...", "why is ... slow", "diagnose ...", "troubleshoot ...".

Análise de diversidade e comunidade por metagenômica 16S/amplicon.

Revenue analytics architecture - ARR / NRR / GRR decomposition, cohort retention, expansion drivers, segment economics, and CAC payback diagnostics. Use when: revenue analytics, ARR waterfall, NRR analysis, GRR, expansion analysis, cohort revenue retention, CAC payback, magic number, segment economics, revenue diagnostics.

Realiza controle de qualidade e normalização de triagens CRISPR, cobrindo QC de distribuição de biblioteca, índice de Gini, correlação de replicatas e normalização de contagens, sendo útil ao processar matrizes de contagem de triagens CRISPR.

Run a 6-agent pre-submission referee report for an academic paper targeting a specified journal. Covers spelling/style, internal consistency, unsupported claims, math/notation, tables/figures, and an adversarial top-journal referee evaluation. Supports marketing (MKSCI, JMR, JCR, MS) and economics/finance journals.

Generates a DESIGN.md file for any website URL or fetches a pre-built one from the awesome-design-md collection (55+ sites). DESIGN.md captures the complete design system of a real product — exact hex/oklch values, font families, spacing scales, shadow formulas, component states, do's and don'ts — in a format vibe-design reads to produce pixel-accurate matching UI. Two modes: fetch a pre-built DES

Orientação para usar e integrar servidores de referência oficiais. Utilize ao construir servidores personalizados ou implantar configurações padrão; para listagens, consulte mcp-server-registry.

Detects and eliminates AI-generated slop in code, text, and design. Use this skill whenever the user asks to review code quality, clean up AI-generated content, remove LLM patterns, simplify over-engineered code, or make output feel human-written. Trigger on: 'review for slop', 'too much AI', 'over-engineered', 'simplify this', 'feels like AI wrote this', 'clean up this code', 'make it human', 're

Anotação Funcional de Metagenomas com NumPy