Desenvolvimento

Auto-activate for uv build, hatch build, pyapp, Hatchling force-include, bundled frontend assets, PyApp onefile binaries, GitHub Actions build matrices, PYAPP_* env vars, cargo-zigbuild, or python-build-standalone. Use when packaging Litestar apps as wheels, onefile binaries, release artifacts, or asset-bundled distributions. Not for runtime deployment - use litestar-deployment.

创建 PRD 文档（自动化生成 + 自检 + handoff）

Use when user invokes /harness-sync or wants to sync AI tool configurations across Claude Code, Cursor, and GitHub Copilot. Inventories installed skills, instruction blocks, and MCP configs on all detected platforms, reports divergence, and lets the user push or pull changes. Push path reuses harness-compile logic. Pull path updates harness.yaml and recompiles. Never overwrites without explicit co

<!-- @include templates/prompts/iron-law.md --> 对指定的服务或应用进行? ?面的代码评审。 须执行，不可跳过） 从用户输? ?中提取功能名称? ?键词 检查实现代码是否存在：在 backend/ 和 frontend/ 下搜索与该功能相? ?的源代码文件（非测试文件） 检查测试是否通过：找到对应的测试代码并运行，确认测试处于绿灯状态（? ?部通过） 未找到实现代码 →…

<!-- @include templates/prompts/iron-law.md --> 根据设计文档快速生成模块代码脚手架（骨架代码）。 ? 读设计文档: ? 读 docs/02design/api/ 和 docs/02design/database/ 下的设计文档 确定目标服务: 确认代码生成到哪个服务或应用 生成代码骨架: 按技术栈生成对应的代码文件 容（按分层架构） Controller（控制器层）…

Construa servidores MCP prontos para produção usando o framework FastMCP com padrões comprovados para ferramentas, recursos, prompts, autenticação OAuth e testes abrangentes. Use isso ao criar servidores MCP baseados em FastMCP com recursos como Google OAuth, múltiplos tipos de recursos, testes com FastMCP Client ou implementações complexas de ferramentas.

Use when a test fails, a bug is reported, or unexpected behavior occurs. 4-phase root-cause process.

Claude Code Skills for Tidymodels

?审计 <!-- @include templates/prompts/iron-law.md --> 对指定服务或应用进行安? ?审计，检查常见安? ?漏洞。 OWASP Top 10 检查 SQL 注? ? XSS（跨站脚本） CSRF（跨站请求伪造） 不安? ?的直接对象引用 安? ?? ?置错误 敏感数据泄露 缺失的访问控制 不安? ?的反序列化 使用含已知漏洞的组件 日志记录和监控不足 认证与授权…

Auto-activate for test_*.py, conftest.py, litestar.testing imports, TestClient, AsyncTestClient, create_test_client, @pytest.mark.anyio, Guard mocks, DI overrides, or Litestar handler tests. Use when testing Litestar apps, handlers, lifespan, auth, HTMX, Inertia, or database-backed integration flows. Not for generic pytest, Vitest, or non-Litestar test suites.

<!-- @include templates/prompts/iron-law.md --> 在项目中添加一个新的前端应用，并生成完整的目录结构和初始文档。 运行 make new-app 或直接在 frontend/web/ 下创建应用目录（或 frontend/h5/、frontend/miniprogram/、frontend/app/） 根据技术栈生成标准目录结构 创建应用的…

Auto-activate for Google ADK, LlmAgent, Runner, SQLSpecSessionService, Vertex AI, agent chat endpoints, streaming AI responses, tool-calling endpoints, or Litestar-hosted model workflows. Use when serving AI agents or model-backed workflows from Litestar. Not for offline ML training or non-Litestar agent servers.