Desenvolvimento

Best practices for Remotion - Video creation in React

Brief description of what this skill does and when to use it.

Consultas precisas e instantâneas da estrutura do código para desenvolvimento ativo, respondendo a perguntas sobre dependências, impacto de mudanças e hotspots de acoplamento. Essencial antes de qualquer alteração de interface, refatoração contínua ou estimativa de trabalho de sprint.

Gera uma base de conhecimento persistente (.nexus-map/) que permite a qualquer sessão de IA compreender instantaneamente a arquitetura, sistemas, dependências e pontos de mudança de uma base de código. É ideal para iniciar trabalhos em repositórios desconhecidos, integração assistida por IA ou preparação para refatorações.

Research gap finder for longitudinal cohort databases. Profiles cohort strengths, matches PI expertise, scans literature saturation, and outputs ranked topic proposals with gap evidence. Works with any cohort: NHIS, UK Biobank, institutional EMR, health checkup registries, or disease-specific registries.

Medical AI paper optimization for AI search engines (Perplexity, ChatGPT web, Elicit, Consensus, SciSpace) and RAG-based literature tools. Applies when drafting or reviewing titles, abstracts, structured summary boxes (Key Points / Research in Context / Plain-Language Summary), manuscripts for high-impact medical AI journals (Lancet Digital Health, Radiology, Radiology-AI, npj Digital Medicine, Na

Batch download open-access PDFs by DOI using legitimate OA APIs (Unpaywall, PMC, OpenAlex, Crossref). Optional PDF→Markdown conversion for token-efficient LLM analysis.

Diagnostic checklist for the MedSci Skills runtime. Verifies Python, R, Node, Claude Code, Git, Zotero, and configured MCP servers, and prints a pass/fail table with links to the right setup doc for any missing component. Read-only — does not install anything.

Compare and merge two design docs for the same feature into a single source of truth. Use when you have competing or complementary design/implementation docs (e.g. from separate design runs) that need reconciling into one unified document.

Code review of current git changes with an expert senior-engineer lens. Detects SOLID violations, security risks, and proposes actionable improvements. Use when performing code reviews.

Reviews tool configurations for correctness.

TRIGGER when: user asks to implement, fix, build, or work on something — whether from a docs/wip plan OR a standalone task (bug fix, GitHub issue, one-off change). Examples: "work on task 1", "fix this bug", "implement feature X from the issue". Provides structured execution with profile detection, dependency handling, review checkpoints.