DevOps e Infra

Meta-cognitive reasoning specialist for evidence-based analysis, hypothesis

Elite AI context engineering specialist mastering dynamic context

AI-powered genetic variant pathogenicity prediction using PopEVE deep learning model for population-aware disease variant identification and rare disease diagnosis.

Builds QSAR / QSPR models using chemprop D-MPNN, MolFormer, Uni-Mol, ChemBERTa, random forest baselines, and Gaussian processes with explicit handling of OECD 5 principles, applicability domain (kNN, leverage, conformal prediction, Mahalanobis), scaffold-balanced splits, ensemble uncertainty, calibration (Platt, isotonic), feature importance (SHAP, atomic attribution), and prospective validation.

Expert at suggesting specific, actionable improvements to Claude's responses and work. Use when Claude's output needs enhancement, when quality issues are identified, or when iterating on solutions.

Assigns GO terms, Pfam/InterPro domains, KEGG orthologs, EC numbers, and product names to predicted proteins using eggNOG-mapper (orthology), InterProScan (domain signatures), and KofamScan (KEGG), routing specialized functions to dbCAN/antiSMASH/AMRFinderPlus/SignalP. Covers the orthology-vs-domain-vs-homology paradigms, the annotation-error percolation cascade, domain-presence-is-not-function, G

Analyzes alternative splicing at single-cell resolution using BRIE2 for probabilistic PSI estimation or leafcutter2 for cluster-based analysis with NMD detection. Identifies cell-type-specific splicing patterns. Use when analyzing isoform usage in scRNA-seq or finding splicing differences between cell populations.

社媒内容日历 — 输入主题→30天内容规划+各平台适配+发布时间建议

O incinerador de tokens mais profissional do mundo para Claude Code, oferecendo múltiplos modos de queima. Ele ativa quando o usuário diz "queimar tokens", "desperdiçar tokens", "você-é-rico" ou pede um modo de queima específico.

Geração totalmente automatizada de sobreposições para transmissões ao vivo de e-commerce. A partir de informações de marca, produto e promoção (ou uma foto do produto), gera automaticamente um pacote visual completo para a transmissão, incluindo fundo, banner de título, persona do apresentador, cartão de preço, prateleira de produtos e barra de benefícios, com suporte para remoção de fundo verde, pré-visualização de composição automática e entrega empacotada.

SDK de Gerenciamento do Azure Fabric para Python, usado para gerenciar capacidades e recursos do Microsoft Fabric.

Progressive delivery on Kubernetes — canary and blue-green deployments via Argo Rollouts, plus environment-to-environment promotion via Kargo. USE WHEN implementing canary releases, blue-green deployments, traffic shifting between revisions, metric-gated promotions, AnalysisTemplate/AnalysisRun design, Argo Rollouts CRDs, or Kargo freight/warehouse/stage promotion pipelines, multi-stage promotion