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Use when you need micro-task execution with per-task two-stage review.

Auto-activate for litestar_email imports, EmailPlugin, EmailConfig, EmailService, EmailMessage, SMTPConfig, ResendConfig, SendGridConfig, MailgunConfig, or InMemoryConfig. Use when sending transactional email from Litestar, choosing an email backend, testing email flows, or injecting EmailService. Not for non-Litestar email SDK usage or marketing campaign platforms.

<!-- @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 user invokes /stats or asks about Claude Code usage, token consumption, session history, model distribution, or activity patterns. Generates an interactive HTML dashboard with charts and tables, auto-opens in browser. Also triggers on "how much have I used Claude", "show my usage", "token usage", "session stats", "usage report", "usage dashboard". Do NOT use for API billing or cost estima

Auto-activate for sqlspec imports, SQLSpec, SQLFileLoader, driver adapters, query builders, named SQL files, filters, pagination, Arrow, framework extensions, ADK stores, data dictionary introspection, or observability hooks. Use when working with direct SQL through sqlspec across Litestar, FastAPI, Flask, or Starlette. Not for ORM-specific repository patterns or raw driver usage without sqlspec.

Auto-activate for pytest_databases imports, conftest.py database fixtures, Docker-backed PostgreSQL/MySQL/SQLite/Oracle tests, or integration-test database lifecycle. Use when configuring pytest database containers and fixtures. Not for mocked databases or non-pytest test frameworks.

Background knowledge about NodeBB, the modern open-source forum software built on Node.js with native ActivityPub federation (core feature since v4.0.0, January 2025). Covers the three actor types (Person user at /u/username, Group category at /category/<cid> implementing FEP-1b12 Group Federation with Announce relay pattern, Application instance actor), the two-level content hierarchy (category a

Fast-track an urgent fix through a streamlined pipeline. Skips Product/Feature Council, applies the fix, runs a focused review, and creates a PR with optional Deployment Council. Use for production bugs, security patches, or critical regressions that cannot wait for the full planning pipeline.

Create a new preprocessing step for the recipes package following

Use when you need to query, manage, or visualize the project-level ontology.

Background knowledge about Mbin, the federated content aggregator and microblogging platform (active community fork of Kbin). Covers the hybrid dual content model (threads as Page + microblogs as Note in one platform), magazines as Group actors with Announce relay, the three actor types (Application instance actor at /i/actor, Person user at /u/username, Group magazine at /m/name), the full activi