“Code generation”

Run and troubleshoot repository code generation after detecting the generator contract.

Generate production-quality code from requirements.

Write new code (functions, endpoints, components) as small, incremental, reviewable diffs rather than large rewrites.

Comprehensive patterns for building AI-powered code generation tools, code assistants, automated refactoring, code review, and structured output generation…

Use when reviewing AI-generated code before merge or execution: plan AST/security checks, isolated behavior tests and evidence, with language-specific…

Generate client or server code from OpenAPI document by using `fern` CLI tool

Phase 7 - Acts as a Full-Stack Engineer to generate all core backend and frontend application files based on the approved technical specification.

Generate clean, production-ready code in any language

Converts approved design artifacts into idiomatic code inside the generated workspace selected by the plan stage.

代码文件修改的统一入口。当用户请求任何代码变更（新功能、优化、Bug 修复、重构）时必须首先调用此 skill。仅适用于代码文件（如 .cc/.cpp/.h/.go/.py 等），修改 .md 等非代码文件时不需要调用。它会评估复杂度、检查 spec.md、生成 tasks.md、并逐个任务执行。

Patterns followed for code generation and post generation for better user understanding

Template-based code generation pattern using data models, templates, and helper functions to generate repetitive interface code.

Generate the API layer from the OpenAPI contract — controllers, DTOs, Bean Validation, mappers and the RFC 9457 exception handler — bound 1:1 to operationIds…

Generate a shareable access code for an anonymously deployed Heroku app preview.

Generate Kubernetes manifests, Terraform modules, Helm charts and the quality-gate CI workflow into generated/.

Generate Spring Boot + ScalarDB Java code from design specifications.

Export palette configuration as code or design tokens via the generate_code MCP tool using base and themes.

Generates Agent definitions (.md files) based on user intent and standard templates.

Generate QR codes from text or URLs.

Generate a Spring for GraphQL API layer from approved SDL and resolver contracts — controllers, DTOs, mappers, authorization, batch loading, exception…

Maps API JSON to Vue/React components with Zod schemas and live UI previews

Generate structured .code-task.md files from rough descriptions or PDD plans.

Generate semantic code files alongside primitives by passing a color system configuration to generate_code.

Generate pedagogically sound, runnable code examples using spec-first validation, production-relevant patterns, and learner-focused reasoning.