DevOps e Infra

Annotate prokaryotic genomes (bacteria, archaea, viruses) via Prokka's BLAST/HMM pipeline. Identifies CDS, rRNA, tRNA, tmRNA, signal peptides against Pfam, TIGRFAMs, RefSeq. Outputs GFF3, GenBank, FASTA, TSV. Use PGAP for NCBI GenBank submission; Bakta for faster NCBI-compatible annotation.

Review any business decision, plan, or strategy through the minimalist entrepreneur lens. Use when someone wants a gut-check on a business decision, wants to simplify their approach, or needs to decide between options.

Identifica gargalos de desempenho, como consultas N+1, loops ineficientes, vazamentos de memória e algoritmos lentos. Utilize quando o usuário mencionar problemas de desempenho, código lento, otimização ou perfilagem.

Configure human-in-the-loop gating for AI agent review actions in Claude Code. Use when setting up a project where an agent may post PR reviews, comments, merges, or edit CI configuration, and you want a cryptographically auditable approval trail with Cedar-enforced gates.

Detect positive (diversifying / episodic / pervasive) selection using codon dN/dS frameworks. Implements PAML codeml site models (M0/M1a/M2a/M7/M8/M8a), branch models, branch-site model A (Zhang 2005), and HyPhy methods (BUSTED, BUSTED-S, BUSTED-MH, BUSTED-PH, MEME, FEL, FUBAR, aBSREL, SLAC, RELAX, GARD, FUBAR-MH). Includes McDonald-Kreitman framework (asymptotic alpha, impMKT, polyDFE, DFE-alpha,

Elucid é uma skill do Claude sempre ativa que ensina enquanto responde, verifica fatos em tempo real, explica jargões e remove o "fluff" da IA, para todos e sobre qualquer tópico. Ative-a para toda conversa, especialmente ao aprender na prática ou ao perguntar sobre temas técnicos, notícias, ciência ou IA.

When the user wants to add or optimize trust badges, "Trusted by" logos, security seals, or social proof elements. Also use when the user mentions "trust badges," "trusted by," "security badges," "payment logos," "social proof," "trust seals," "SSL badge," "customer logos," "as seen in," or "trust signals." For press logos, use press-coverage-page-generator.

Sequence-based deep learning for ATAC-seq using chromBPNet, BPNet, scBasset, or EnFormer. Use when correcting Tn5 bias with neural networks beyond k-mer models, predicting per-base accessibility profiles, scoring in silico variant effects at GWAS or rare-variant SNPs, discovering motifs via DeepLIFT/TF-MoDISco from a trained model, or generating cell-type-specific accessibility predictions for uno

Pinia official Vue state management library, type-safe and extensible. Use when defining stores, working with state/getters/actions, or implementing store patterns in Vue apps.

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.

Generate consensus FASTA sequences by applying VCF variants to a reference using bcftools consensus. Use when creating sample-specific reference sequences or reconstructing haplotypes.

Infrastructure as Code patterns for deploying Guts nodes using Terraform, Docker, and Kubernetes