Desenvolvimento

Define the primary metric, secondary metrics, guardrails, and success criteria for a product experiment. Use this skill when the user has a hypothesis or planned test but has not yet defined how success should be measured.

Initialize local dev environment from Azure DevOps by cloning all project repositories. Use when user asks to "initialize Azure project", "clone Azure repos", "setup Azure project locally", or wants to download all repositories from an Azure DevOps project.

Go coding best practices and patterns. Use when working with Go or Golang files: implementation, testing, refactoring, architectural review, goroutines, channels, interfaces, error handling, memory management, and API development.

E2B é uma plataforma em nuvem para executar código gerado por IA em sandboxes seguras. Ela capacita agentes de IA a executar código, instalar pacotes, ler/escrever arquivos e rodar processos longos em VMs isoladas e de inicialização rápida.

Use when Pulse planning or discovery needs graph-based architecture context, execution-flow tracing, symbol relationships, or blast-radius analysis beyond plain file search.

Transforma solicitações de trabalho vagas em prompts XML de 5 slots, questionando o usuário sobre os campos ausentes. Ative com /prompt-grill ou "프롬프트 다듬어줘".

Trigger on "red team proposal", "devil's advocate proposal", "stress test proposal", "consult red team", "win themes challenge", "cos red team". Multi-perspective review: client exec, procurement, technical skeptic, devil's advocate. Feeds timeln-warned scars into DA. NOT lint (consult-consistency-lint), NOT integrity (consult-integrity).

Use when Claude Code needs to implement a code, docs, tests, task, or spec change under active SpecDD authority.

Use before writing any code for a new feature, task, or significant change — produces a structured implementation plan with affected files, ordered steps, risks, and open questions. Always invoke this at the start of any non-trivial implementation task and wait for explicit approval before writing code.

Create structured GitHub issues via gh CLI using type-specific templates (bug, feat, refactor, doc, perf, security). Use when filing bugs, requesting features, tracking work, opening tickets, or any intent to create a GitHub issue — even implicit phrases like "track this" or "file this".

Inspeciona uma base de código, detecta a pilha de testes e planeja ou escreve testes de unidade e componentes isolados com segurança.

讀取規格文件轉換為 AI coding 實作文件（.md），產出技術規格、後端實作指示、前端實作指示等結構化文件。 使用時機：當使用者提供規格文件並要求產生實作文件、轉換規格為 coding 文件時觸發。 關鍵字：規格轉換、spec to md、產生實作文件、讀取規格、分析需求、coding 文件、開發文件、 to md、toMD、toMd、TOMD、specification, 規格文件, 需求文件, 需求轉換, 實作指示, 實作文件, 技術規格, 文件生成, 文件產生, 前端實作, 後端實作, convert, 轉換。