Pesquisa e Web

Elabora propostas de subsídios estruturadas a partir de ideias de pesquisa e literatura. Suporta diversos formatos de bolsas nacionais e internacionais, incluindo KAKENHI, NSF, NSFC, ERC, DFG, SNSF, ARC, NWO e formatos genéricos.

Create and enforce brand identity guidelines — logo usage, color palettes, typography, tone-of-voice, and asset libraries.

Profile and optimize application performance — algorithmic complexity, caching strategies, database queries, and bundle size.

Build end-to-end ML pipelines — data prep, feature engineering, model training, evaluation, and MLflow tracking.

Build n8n automation workflows — nodes, expressions, error handling, and self-hosted deployment.

Generate quizzes from any content — multiple choice, true/false, short answer, and fill-in-the-blank with answer keys.

Analyze server log files for crawl budget insights. Reads Apache Combined/Common or Nginx access logs locally (no external calls). Classifies bot vs user traffic, identifies top crawled URLs, crawl frequency by path, and crawl budget concerns. Use when user says "log analysis", "crawl budget", "server logs", "bot traffic", "crawl frequency", "access log", "analyze logs".

Author and compile LaTeX documents — academic papers, theses, mathematical equations, bibliographies, and Beamer presentations.

Write compelling grant applications — needs statements, project narratives, budgets, and evaluation plans.

Check for OWASP Top 10 vulnerabilities — injection, broken auth, XSS, insecure deserialization, and misconfiguration.

Write performance reviews — self-assessments, manager evaluations, 360 feedback synthesis, and development plans.

Analisa sitemaps XML existentes ou gera novos com referência cruzada de indexação do GSC. Valida formato, URLs e estrutura em relação ao status de indexação real.