GoogleCloudPlatform/devrel-demos - 第 2 页

auditing-ui-archeology

Analyzes legacy UI templates (Pug, EJS, HTML) to extract a comprehensive inventory of components, layouts, and conditional logic. Use when reverse-engineering a legacy frontend for a modern rewrite.

原文语言：英语

generating-api-tests

Reads API_Contracts.md and generates failing Vitest integration tests for the expected Next.js Route Handlers. Use when generating API tests for TDD.

原文语言：英语

generating-database-seeder

Generates and executes a database seeder script to populate MongoDB with sample data based on modern Zod schemas. Use this to prepare an environment for functional parity testing.

原文语言：英语

scaffolding-api-routes

Reads API_Contracts.md artifacts and rebuilds the legacy Express routes as modern Next.js Route Handlers or Server Actions. Use when following a legacy audit artifact to scaffold out a new Express API routes.

原文语言：英语

scaffolding-data-layer

Reads Data_Models.md artifacts and generates the equivalent modern ORM schema or native MongoDB/Zod layer. Use when following a legacy audit artifact to scaffold out the data access layer for a Next.js app.

原文语言：英语

scaffolding-nextjs-foundation

Generates a new Next.js application with Tailwind, TypeScript, and modern dependencies based on audit specifications. Use when beginning the scaffolding phase of a greenfield codebase rewrite.

原文语言：英语

scaffolding-test-foundation

Installs and configures Vitest for a modern Next.js Application. Use this for setting up the environment to run Vitest.

原文语言：英语

scaffolding-ui-and-pages

Translates a UI_Component_Inventory.md artifact into modern ShadCN + Tailwind components AND fully scaffolded Next.js pages. Use when building the frontend design system and routing infrastructure.

原文语言：英语

gcp-agent-eval-engine-runner

Boilerplate for a production evaluation runner that performs parallel inference, captures reasoning traces via SSE, and integrates with the Vertex AI Gen AI Evaluation service.

原文语言：英语

gcp-agent-eval-metric-configurator

Provides templates for configuring Vertex AI Gen AI Evaluation metrics like GROUNDING, TOOL_USE_QUALITY, and ResponseMatch for specific agent domains.

原文语言：英语

gcp-agent-shadow-deployer

Implements the "Dark Canary" pattern for Cloud Run, allowing agents to be evaluated in production without serving user traffic.

原文语言：英语

gcp-agent-tool-trajectory-evaluator

Provides custom Python metrics for configuring Vertex AI Gen AI Evaluation to measure Trajectory Precision, Recall, and Order Match.

原文语言：英语

adk-memory-bank-initializer

Helps developers implement the long-term memory layer by providing the boilerplate code for the VertexAiMemoryBankService and the save_session_to_memory_callback.

原文语言：英语

agent-containerizer

Generates a standard Dockerfile that includes both Python and Node.js environments for AI agents.

原文语言：英语

cloud-run-agent-architect

Automates the generation of Terraform files for a secure Cloud Run deployment of an AI agent.

原文语言：英语

gcp-agent-golden-dataset-builder

Assists developers in collecting and structuring a library of diverse examples ("Golden Dataset") required for data-driven evaluation, including tool trajectories.

原文语言：英语

gcp-agent-model-armor-shield

Configures Model Armor security policies (Prompt Injection, Jailbreak, RAI filters).

原文语言：英语

gcp-agent-safety-gatekeeper

Implements the "Defense-in-Depth" integration pattern in Python (intercepting prompts, parsing filter results).

原文语言：英语

gcp-agent-sdp-template-factory

Standardizes the creation of Sensitive Data Protection (DLP) templates for PII and credential redaction.

原文语言：英语

gcp-production-secret-handler

Implements the "in-memory only" secret pattern for Google Cloud production agents.

原文语言：英语

mcp-connector-generator

Scaffolds the McpToolset connection logic for standard servers (Reddit, Google Docs) or custom local Python scripts.

原文语言：英语

video-description

Generates optimized descriptions for video platforms from transcripts and supplementary material. Use when the user asks for a video description or provides a transcript for video preparation.

原文语言：英语

go-project-setup

Standardized setup for new Go (Golang) projects and services. Activate to ensure clean, idiomatic project structures (Standard Layout) and implement production-ready patterns (graceful shutdown, package separation) from day one.

原文语言：英语

latest-software-version

Real-time source of truth for software and model versions. Activate when adding dependencies, installing packages, or identifying Gemini model names. Bypasses internal knowledge cutoffs by querying live registries (NPM, PyPI, Go Proxy) and official…

原文语言：英语

go-architect

Expert in Go project scaffolding, standard layout compliance, and dependency management. Activates for "new project", "structure", "layout".

原文语言：英语

go-backend-dev

Specialist in implementing robust HTTP services and APIs in Go. Activates for "endpoint", "handler", "API", "server".

原文语言：英语

go-reviewer

Expert code reviewer focusing on idiomatic Go, concurrency safety, and clean code principles. Activates for "review", "idiomatic", "refactor".

原文语言：英语

go-test-expert

Expert in Go testing patterns, table-driven tests, httptest, benchmarking, and fuzzing. Activates for "test", "fail", "benchmark", "debug", "fuzz".

原文语言：英语