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Expert in building shareable generator tools that go viral - name generators, quiz makers, avatar creators, personality tests, and calculator tools. Covers the psychology of sharing, viral mechanics, and building tools people can't resist sharing with friends. Use when: generator tool, quiz maker, name generator, avatar creator, viral tool.

Runs tests and handles failures. Triggered when: test execution, verification, test failures, CI checks.

Automate GitHub repositories, issues, pull requests, branches, CI/CD, and permissions via Rube MCP (Composio). Manage code workflows, review PRs, search code, and handle deployments programmatically.

Implemente estratégias abrangentes de teste usando Jest, Vitest e Testing Library para testes unitários, de integração e ponta a ponta com mocking, fixtures e desenvolvimento orientado a testes. Use ao escrever testes JavaScript/TypeScript, configurar infraestrutura de teste ou implementar fluxos de trabalho TDD/BDD.

Create backend/frontend API handoff docs for endpoints, frontend data needs, and cross-team data requirements.

Use this skill when creating, managing, or working with Conductor tracks - the logical work units for features, bugs, and refactors. Applies to spec.md, plan.md, and track lifecycle operations.

Predicts 3D protein structures from amino acid sequences using ESMFold or AlphaFold3 (mock).

Python project organization, module architecture, and public API design. Use when setting up new projects, organizing modules, defining public interfaces with __all__, or planning directory layouts.

Gere vídeos de IA no RunComfy via CLI `runcomfy`, um roteador inteligente para um catálogo completo de modelos de vídeo como HappyHorse, Wan-AI Wan e ByteDance Seedance. Abrange geração de texto para vídeo (t2v) e imagem para vídeo (i2v).

Comprehensive toolkit for survival analysis and time-to-event modeling in Python using scikit-survival. Use this skill when working with censored survival data, performing time-to-event analysis, fitting Cox models, Random Survival Forests, Gradient Boosting models, or Survival SVMs, evaluating survival predictions with concordance index or Brier score, handling competing risks, or implementing an

Implement saga patterns for distributed transactions and cross-aggregate workflows. Use when coordinating multi-step business processes, handling compensating transactions, or managing long-running workflows.

Infer developmental trajectories and pseudotime from single-cell RNA-seq data using Monocle3, Slingshot, and scVelo for RNA velocity analysis. Use when inferring developmental trajectories or pseudotime.