Desenvolvimento

Documenta sessões de desenvolvimento assistidas por IA em um vault do Obsidian usando dados do Chronicle, com suporte a MCP (mais rápido) ou comandos CLI (portátil). Ideal para concluir sessões de codificação, criar logs de desenvolvimento ou manter uma base de conhecimento, gerando automaticamente notas estruturadas com metadados, resumos e wikilinks.

Gerencie atualizações de versão de dependências principais com análise de compatibilidade, lançamento faseado e testes abrangentes. Utilize ao atualizar versões de frameworks, dependências principais ou ao lidar com mudanças que quebram a compatibilidade em bibliotecas.

Pre-build decision intelligence. Produces opinionated decision brief — the senior- consultant week-1 output before scope, stack, or approach are locked. Surfaces traps and edges, calibrated to project scope (prototype vs production vs enterprise). Use when user says '/recon', 'what to watch out for building X', 'where's the edge', 'common mistakes with X', starts a new project, or hits domain unce

Configure GitHub secret scanning and push protection, triage secret alerts, and run local pre-commit secret audits. Use when enabling secret scanning, handling blocked pushes, defining custom patterns, or checking a repo for accidental credentials before commit.

This skill helps users automatically extract structured article details and full content from Zhihu via the BrowserAct API. Agent should proactively apply this skill when users express needs like: searching for Zhihu articles on a specific topic, tracking industry trends on Zhihu, monitoring public relations or sentiment on Zhihu, collecting competitor updates, getting the latest reports on specif

Bulk RNA-seq DE with PyDESeq2: load counts, normalize, fit negative binomial models, Wald test (BH-FDR), LFC shrinkage, volcano/MA plots. Use for two-group comparisons, multi-factor designs with batch correction, multiple contrasts.

What to go scorched-earth on — a directory or file path, a URL, or a topic/question. Omit to use the current project or ask.

Implement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development. Use when writing Python tests, setting up test suites, or implementing testing best practices.

Load coding conventions and style guidelines when writing or reviewing code. Ensures consistency with project standards.

Git worktree–based workspace isolation for parallel or non-disruptive development. Use when work must occur without modifying or interfering with the current working tree.

Um conselho consultivo multi-modelo, utilizando OpenAI Codex CLI e Google Antigravity CLI (agy), oferece segundas opiniões em revisões de código, arquitetura, depuração e decisões de engenharia. É invocado para revisões de 'conselho', consenso multi-modelo, ou proativamente para arquiteturas de alto risco.

Compare gene co-expression and regulatory networks between biological conditions to find rewired relationships using DiffCorr, DiffCoEx, DINGO/iDINGO, and CoDiNA. Covers the differential-connectivity-is-not-differential-expression distinction, the pairwise multiple-testing explosion, marginal vs partial (direct) rewiring, and the underpowered-rewiring failure mode. Use when comparing co-expression