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Scrapes content based on a preset URL list, filters high-quality technical information, and generates daily Markdown reports.

Clarify requirements before implementing. Use when serious doubts arise.

Build secure, scalable authentication and authorization systems using industry-standard patterns and modern best practices.

Build full-stack web applications with SvelteKit — file-based routing, SSR, SSG, API routes, and form actions in one framework.

Cross-language patterns for memory-safe programming including RAII, ownership, smart pointers, and resource management.

Trabalhe como Manus: Use arquivos markdown persistentes como sua memória de trabalho em disco.

Optimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting quantization strategies, or scaling vector search infrastructure.

Expert database optimizer specializing in modern performance tuning, query optimization, and scalable architectures.

Provide a comprehensive checklist for planning, executing, and following up on penetration tests. Ensure thorough preparation, proper scoping, and effective remediation of discovered vulnerabilities.

Production deployment principles and decision-making. Safe deployment workflows, rollback strategies, and verification. Teaches thinking, not scripts.

Run local evaluations for Hugging Face Hub models with inspect-ai or lighteval.

Validates animation durations, enforces typography scale, checks component accessibility, and prevents layout anti-patterns in Tailwind CSS projects. Use when building UI components, reviewing CSS utilities, styling React views, or enforcing design consistency.