googlecloudplatform/devrel-demos

1

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

googlecloudplatform/devrel-demos

49

2

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

googlecloudplatform/devrel-demos

43

3

go-architect Expert in Go project scaffolding, standard layout compliance, and dependency management. Activates for "new project",…

googlecloudplatform/devrel-demos

37

4

latest-software-version Real-time source of truth for software and model versions. Activate when adding dependencies, installing packages, or…

googlecloudplatform/devrel-demos

37

5

go-test-expert Expert in Go testing patterns, table-driven tests, httptest, benchmarking, and fuzzing. Activates for "test", "fail",…

googlecloudplatform/devrel-demos

36

6

go-project-setup Standardized setup for new Go (Golang) projects and services. Activate to ensure clean, idiomatic project structures …

googlecloudplatform/devrel-demos

28

7

video-description Generates optimized descriptions for video platforms from transcripts and supplementary material. Use when the user a…

googlecloudplatform/devrel-demos

19

8

adk-memory-bank-initializer Helps developers implement the long-term memory layer by providing the boilerplate code for the VertexAiMemoryBankSer…

googlecloudplatform/devrel-demos

5

9

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

googlecloudplatform/devrel-demos

5

10

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

googlecloudplatform/devrel-demos

5

11

gcp-agent-shadow-deployer Implements the "Dark Canary" pattern for Cloud Run, allowing agents to be evaluated in production without serving use…

googlecloudplatform/devrel-demos

5

12

gcp-agent-eval-engine-runner Boilerplate for a production evaluation runner that performs parallel inference, captures reasoning traces via SSE, a…

googlecloudplatform/devrel-demos

4

13

gcp-agent-eval-metric-configurator Provides templates for configuring Vertex AI Gen AI Evaluation metrics like GROUNDING, TOOL_USE_QUALITY, and Response…

googlecloudplatform/devrel-demos

4

14

gcp-agent-golden-dataset-builder Assists developers in collecting and structuring a library of diverse examples ("Golden Dataset") required for data-d…

googlecloudplatform/devrel-demos

4

15

gcp-agent-model-armor-shield Configures Model Armor security policies (Prompt Injection, Jailbreak, RAI filters).

googlecloudplatform/devrel-demos

4

16

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

googlecloudplatform/devrel-demos

4

17

gcp-agent-sdp-template-factory Standardizes the creation of Sensitive Data Protection (DLP) templates for PII and credential redaction.

googlecloudplatform/devrel-demos

4

18

gcp-agent-tool-trajectory-evaluator Provides custom Python metrics for configuring Vertex AI Gen AI Evaluation to measure Trajectory Precision, Recall, a…

googlecloudplatform/devrel-demos

4

19

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

googlecloudplatform/devrel-demos

4

20

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

googlecloudplatform/devrel-demos

4

21

adversarial-verification Systematically probe a modernized Next.js application for logic flaws, security vulnerabilities, or missing features.…

googlecloudplatform/devrel-demos

2

22

auditing-api-contracts Analyzes Express route definitions and controller logic to document API endpoints, payloads, and response structures.…

googlecloudplatform/devrel-demos

1

23

auditing-business-logic Analyzes authentication flows, authorization rules, middleware logic, and side-effects. Use when extracting business …

googlecloudplatform/devrel-demos

1

24

auditing-data-models Analyzes legacy ORM models (Mongoose, Sequelize) to extract schemas, validations, and relationships. Use when reverse…

googlecloudplatform/devrel-demos

1

25

auditing-parity Compares a modernized Next.js application against its legacy Express counterpart using runtime side-by-side verificat…

googlecloudplatform/devrel-demos

1

26

auditing-ui-archeology Analyzes legacy UI templates (Pug, EJS, HTML) to extract a comprehensive inventory of components, layouts, and condit…

googlecloudplatform/devrel-demos

1

27

generating-api-tests Reads API_Contracts.md and generates failing Vitest integration tests for the expected Next.js Route Handlers. Use wh…

googlecloudplatform/devrel-demos

1

28

generating-database-seeder Generates and executes a database seeder script to populate MongoDB with sample data based on modern Zod schemas. Use…

googlecloudplatform/devrel-demos

1

29

knowledge_catalog_governance Enforces data governance by verifying Knowledge Catalog Aspects before recommending BigQuery tables.

googlecloudplatform/devrel-demos

1

30

orchestrating-greenfield-migration Manages the end-to-end modernization of legacy Express monoliths into Next.js architectures. Orchestrates subagents f…

googlecloudplatform/devrel-demos

1

31

ping_pong_pairing Enforces a strict, turn-based TDD ping-pong cycle by defining and orchestrating two specialized subagents (Player One…

googlecloudplatform/devrel-demos

1

32

scaffolding-api-routes Reads API_Contracts.md artifacts and rebuilds the legacy Express routes as modern Next.js Route Handlers or Server Ac…

googlecloudplatform/devrel-demos

1

33

scaffolding-data-layer Reads Data_Models.md artifacts and generates the equivalent modern ORM schema or native MongoDB/Zod layer. Use when f…

googlecloudplatform/devrel-demos

1

34

scaffolding-nextjs-foundation Generates a new Next.js application with Tailwind, TypeScript, and modern dependencies based on audit specifications.…

googlecloudplatform/devrel-demos

1

35

scaffolding-test-foundation Installs and configures Vitest for a modern Next.js Application. Use this for setting up the environment to run Vites…

googlecloudplatform/devrel-demos

1

36

scaffolding-ui-and-pages Translates a UI_Component_Inventory.md artifact into modern ShadCN + Tailwind components AND fully scaffolded Next.js…

googlecloudplatform/devrel-demos

1