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Performance audit methodology for codebases. Use when profiling applications, identifying bottlenecks, or optimizing hot paths. Covers Big O analysis, hot path identification, data structure optimization (Set/Map over Array), algorithm improvement patterns, async I/O fixes, connection pooling, caching strategies, and priority quick-wins matrix format. Derived from production performance optimizati

Rust security, strictness, and vulnerability prevention rules. Use when writing, reviewing, or auditing Rust code. Complements rust-skills (179 general rules) with security-focused rules: unsafe audit, unwrap/expect bans, error handling hierarchy, secret handling, concurrency safety, input validation for Tauri commands, and release profile hardening. Derived from production Rust projects.

Rails security review — Brakeman integration, mass-assignment via strong_parameters, SQL injection in ActiveRecord, template injection via html_safe/raw, Devise hardening, credentials.yml.enc, force_ssl and CSP config, recent Rails/Rack CVE patterns.

PostgreSQL development for Python with full-text search (tsvector, tsquery, BM25 via pg_search), vector similarity (pgvector with HNSW/IVFFlat), JSONB and array indexing, and production deployment. Use when creating search features, storing AI embeddings, querying vector similarity, optimizing PostgreSQL indexes, or deploying to AWS RDS/Aurora, GCP Cloud SQL/AlloyDB, or Azure. Covers psycopg2, psy

Utilize ao criar equipes de agentes que precisam de visibilidade de discussão compartilhada, indo além das mensagens diretas (DMs) em formato hub-and-spoke.

Lead nurture orchestration - multi-track nurture design by intent stage, scoring, behavioral triggers, MQL→SQL handoff, and revival of cold leads. Use when: lead nurture, drip campaign, nurture track, lead scoring, MQL to SQL, lifecycle marketing, nurture sequence, behavioral trigger, lead revival, MQL handoff.

Ensembl, UCSC Genome Browser, NCBI e dbSNP são todos suportados por bancos de dados relacionais. Mesmo localmente, SQLite é uma forma prática de armazenar e consultar anotações genéticas, tabelas de variantes e resultados de expressão.

Realiza auditorias abrangentes de segurança, desempenho e compatibilidade de recursos FiveM. Detecta backdoors, RATs, injeção de SQL, exploração de eventos, vulnerabilidades NUI, ataques à cadeia de suprimentos e padrões de malware em frameworks como ESX, QBCore, QBox, ox_lib e ND_Core.

Use this skill to review code changes for security concerns before they merge. Covers input validation, authentication and authorization, secrets handling, injection surfaces (SQL, command, template, prompt), unsafe APIs and dependencies, sensitive data handling, and output encoding. Runs against the current diff (NOT the whole codebase) so findings stay relevant to the change at hand. Trigger pro

Design schemas, write queries for MongoDB and PostgreSQL. Use for database design, SQL/NoSQL queries, aggregation pipelines, indexes, migrations, replication, performance optimization, psql CLI.

Programação Orientada a Objetos (POO) para classes de bioinformática, decoradores, gerenciadores de contexto, tratamento de erros e consultas SQL para bancos de dados biológicos.

Robyn backend scaffolding and architecture guidance for projects using robyn-config. Use when creating or evolving Robyn services, choosing DDD vs MVC, choosing SQLAlchemy vs Tortoise, adding entities with robyn-config add, scaffolding admin panel with robyn-config adminpanel, adding observability stack with robyn-config monitoring, auditing Robyn backend quality, or authoring and improving skill