Implements the "Dark Canary" pattern for Cloud Run, allowing agents to be evaluated in production without serving user traffic.
254
AI 62
gcp-agent-eval-engine-runner
GoogleCloudPlatform3/20/2026
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.
254
AI 18
gcp-agent-sdp-template-factory
GoogleCloudPlatform3/14/2026
Standardizes the creation of Sensitive Data Protection (DLP) templates for PII and credential redaction.
251
AI 55
gcp-agent-model-armor-shield
GoogleCloudPlatform3/14/2026
Configures Model Armor security policies (Prompt Injection, Jailbreak, RAI filters).
251
AI 48
gcp-production-secret-handler
GoogleCloudPlatform3/14/2026
Implements the "in-memory only" secret pattern for Google Cloud production agents.
251
AI 48
agent-containerizer
GoogleCloudPlatform3/14/2026
Generates a standard Dockerfile that includes both Python and Node.js environments for AI agents.
251
AI 38
mcp-connector-generator
GoogleCloudPlatform3/14/2026
Scaffolds the McpToolset connection logic for standard servers (Reddit, Google Docs) or custom local Python scripts.
251
AI 35
gcp-agent-golden-dataset-builder
GoogleCloudPlatform3/14/2026
Assists developers in collecting and structuring a library of diverse examples ("Golden Dataset") required for data-driven evaluation, including tool trajectories.
251
AI 32
latest-software-version
GoogleCloudPlatform2/22/2026
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 li...
242
AI 83
video-description
GoogleCloudPlatform2/22/2026
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.
242
AI 82
go-project-setup
GoogleCloudPlatform2/13/2026
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, packa...
240
AI 68
go-test-expert
GoogleCloudPlatform2/6/2026
Expert in Go testing patterns, table-driven tests, httptest, benchmarking, and fuzzing. Activates for "test", "fail", "benchmark", "debug", "fuzz".
236
AI 95
go-backend-dev
GoogleCloudPlatform2/6/2026
Specialist in implementing robust HTTP services and APIs in Go. Activates for "endpoint", "handler", "API", "server".
236
AI 95
go-reviewer
GoogleCloudPlatform2/6/2026
Expert code reviewer focusing on idiomatic Go, concurrency safety, and clean code principles. Activates for "review", "idiomatic", "refactor".
236
go-architect
GoogleCloudPlatform2/6/2026
Expert in Go project scaffolding, standard layout compliance, and dependency management. Activates for "new project", "structure", "layout".
236
gke-workload-scaling
GoogleCloudPlatform2/6/2026
Specific workflows for scaling GKE workloads using HPA and VPA, as well as best practices for autoscaling configuration.
121
AI 78
gke-inference-quickstart
GoogleCloudPlatform2/6/2026
Deploy optimized AI/ML inference workloads on GKE using Google's Inference Quickstart (GIQ). Covers model discovery, manifest generation, and deployment using native MCP tools and CLI.
119
scion
GoogleCloudPlatform3/22/2026
Manage concurrent LLM-based code agents with scion - orchestrate parallel agents with isolated workspaces
