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Low-level plotting library for full customization. Use when you need fine-grained control over every plot element, creating novel plot types, or integrating with specific scientific workflows. Export to PNG/PDF/SVG for publication. For quick statistical plots use seaborn; for interactive plots use plotly; for publication-ready multi-panel figures with journal styling, use scientific-visualization.

Garnish — Craft CMS's built-in JavaScript UI toolkit for the control panel. Covers the full Garnish surface: class system (Garnish.Base.extend, init, setSettings, addListener, on/off/trigger, destroy), UI widgets (Modal, HUD, DisclosureMenu, MenuBtn, CustomSelect, ContextMenu, Select), drag system (BaseDrag, DragSort, DragDrop, DragMove), form widgets (NiceText, CheckboxSelect, MixedInput, MultiFu

PyTorch-native graph neural networks for molecules and proteins. Use when building custom GNN architectures for drug discovery, protein modeling, or knowledge graph reasoning. Best for custom model development, protein property prediction, retrosynthesis. For pre-trained models and diverse featurizers use deepchem; for benchmark datasets use pytdc.

Dualidade filosófica Drake/Dragon para 0xagentprivacy. Ativa-se ao discutir o ciclo ensino-soberania (Drake ensina → Dragon emerge → nova fase Drake), a autoconsciência do modelo, a relação entre a transmissão de sabedoria e a conquista da soberania, ou os fundamentos filosóficos subjacentes à arquitetura.

Use proactively whenever LLM API costs come up -- or should. Triggers include: 'my AI costs are too high', 'optimize token usage', 'which model should I use', 'LLM spend is out of control', 'implement prompt caching', 'we're about to launch an AI feature', 'build me an AI endpoint'. Don't wait for an explicit cost complaint -- if someone is building an AI feature, designing an LLM endpoint, or cho

Generate project setup files — README.md, CLAUDE.md, AGENTS.md, .env template, Docker Compose. Best practices for modern development teams and AI-assisted coding.

Permite que Claude converse em Patois Jamaicano com três níveis: leve (sutil), completo (gramática autêntica) e bruto (sem cortes, incluindo exclamações rudes).

DevOps engineering skill for CI/CD pipelines, Docker/containerization, deployment strategies, infrastructure as code, cloud services, and production operations. Use when task involves deploying, containerizing, setting up pipelines, managing infrastructure, or production debugging.

Impõe o desenvolvimento com foco na documentação, atualizando a documentação impactada, registrando a mudança no CHANGELOG.md e removendo documentos desatualizados ou contraditórios antes de qualquer alteração no código. Use sempre que o código for adicionado, modificado ou removido, incluindo "correções rápidas".

Web accessibility patterns for WCAG 2.2 compliance including ARIA, keyboard navigation, screen readers, and testing

Analisar transcrições de entrevistas sobre CRM, processos de clientes e operações, extraindo a situação atual, a situação desejada, pontos de dor, prioridades, restrições e insights específicos de cada função.

Guia para aprimorar o código frontend com a capacidade de renderizar saídas de IA/LLM (Markdown, LaTeX, blocos de código) de forma segura e precisa na interface do usuário.