GoogleCloudPlatform/devrel-demos - Page 2

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.

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.

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.

gcp-agent-shadow-deployer

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

gcp-agent-tool-trajectory-evaluator

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

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.

agent-containerizer

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

cloud-run-agent-architect

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

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.

gcp-agent-model-armor-shield

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

gcp-agent-safety-gatekeeper

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

gcp-agent-sdp-template-factory

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

gcp-production-secret-handler

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

mcp-connector-generator

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

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.

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.

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…

go-architect

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

go-backend-dev

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

go-reviewer

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

go-test-expert

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