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· Audit read-only code slimming: safe deletion, deduplication, wrapper removal, shared contracts. Triggers: 'slim codebase', 'LOC deletion review', 'dedupe safely'. Not for style/slop, bugs, tests, or broad reviews.

Create Mermaid diagrams for flowcharts, sequences, ERDs, and

Atua como um mentor sênior de pesquisa acadêmica e revisor crítico em todo o ciclo de vida da pesquisa.

Obsidian content curation and quality specialist. Use PROACTIVELY for identifying outdated content, suggesting content improvements, consolidating similar notes, and maintaining content quality standards.

Automatize operações de armazenamento em nuvem do Box, incluindo upload/download de arquivos, gerenciamento de pastas, compartilhamento, colaborações e consultas de metadados via Rube MCP (Composio). Sempre consulte as ferramentas primeiro para os esquemas atuais.

Validates that code actually works through sandbox testing, execution verification, and systematic debugging. Use this skill after code generation or modification to ensure functionality is genuine rather than assumed. The skill creates isolated test environments, executes code with realistic inputs, identifies bugs through systematic analysis, and applies best practices to fix issues without brea

AI-powered analysis of T-cell exhaustion states, epigenetic scarring, stem-like T-cell populations, and checkpoint blockade response prediction in cancer immunotherapy.

Formate referências profissionais corretamente e prepare materiais de referência.

Box integration via Apideck's File Storage unified API — same methods work across every connector in File Storage, switch by changing `serviceId`. Use when the user wants to read, write, upload, or search files, folders, and drives in Box. Routes through Apideck with serviceId "box".

Compute HEIM diversity and equity metrics from VCF or ancestry data. Generates heterozygosity, FST, PCA plots, and a composite HEIM Equity Score with markdown reports.

Este playbook de diagnóstico aborda problemas operacionais de backend da Midnight Network, incluindo travamentos na sincronização da carteira, implantações penduradas, confusão de três endereços, saldo DUST zero, erros RPC 403 de IP na nuvem e problemas de submitTx de 8KB do AWS WAF.

JetBrains Exposed ORM patterns including DSL queries, DAO pattern, transactions, HikariCP connection pooling, Flyway migrations, and repository pattern.