Desenvolvimento

Designing growth strategy or GTM plans - Planning experiments and A/B tests - Optimizing activation, retention, or referral flows

Automatize o gerenciamento de projetos GitLab, issues, merge requests, pipelines, branches e operações de usuário via Rube MCP (Composio). Sempre pesquise as ferramentas primeiro para os esquemas atuais.

Lightning-fast quality check using parallel command execution. Runs theater detection, linting, security scan, and basic tests in parallel for instant feedback on code quality.

Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting structured options for merge, PR, or cleanup

Write TypeScript and JavaScript code following Metabase coding standards and best practices. Use when developing or refactoring TypeScript/JavaScript code.

Use this skill when you need to add Gemma 4 on-device AI to a Flutter project. Handles: integrating flutter_gemma package, configuring iOS/Android/Web/Desktop platforms, model installation and loading, basic inference, function calling, multimodal input, and streaming responses. For developers building offline-capable AI features with local LLM inference.

Create commit messages following Sentry conventions. Use when committing code changes, writing commit messages, or formatting git history. Follows conventional commits with Sentry-specific issue references.

Analyze codon usage, calculate CAI (Codon Adaptation Index), and examine synonymous codon bias using Biopython. Use when analyzing coding sequences for expression optimization or evolutionary analysis.

Project notes system to prevent AI context loss and reasoning loops. Init notes, save mid-flow, recover context, migrate messy notes, resolve lessons. Subcommands: /notebook, /notebook save, /notebook recover, /notebook migrate.

Master Go concurrency with goroutines, channels, sync primitives, and context. Use when building concurrent Go applications, implementing worker pools, or debugging race conditions.

Python library for working with DICOM (Digital Imaging and Communications in Medicine) files. Use this skill when reading, writing, or modifying medical imaging data in DICOM format, extracting pixel data from medical images (CT, MRI, X-ray, ultrasound), anonymizing DICOM files, working with DICOM metadata and tags, converting DICOM images to other formats, handling compressed DICOM data, or proce

This skill should be used before any non-trivial code modification to assess the blast radius and risk of the change. Trigger when the user discusses renaming, refactoring, deleting, moving, restructuring, or modifying code. Also trigger when the user asks "what would break if...", "is X safe to remove", or wants to estimate risk before a refactor.