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neuron-test-engineer

Automate end-to-end testing of Neuron AI agents with fake providers.

2.0k|233|Updated Mar 2, 2025
Search Tags:#workflow#testing#assertions#fake-provider#neuron-ai
One-click install
npx skills add https://github.com/neuron-core/neuron-ai --skill neuron-test-engineer
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: neuron-test-engineer
Source: https://github.com/neuron-core/neuron-ai/tree/main/skills/neuron-test-engineer
Command: npx skills add https://github.com/neuron-core/neuron-ai --skill neuron-test-engineer

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Provides robust testing capabilities for Neuron AI agents, workflows, RAG systems, and tools by offering fake providers, vector stores, embeddings, MCP transport, and middleware, enabling deterministic tests and thorough assertions.

Core Features & Use Cases

  • FakeAIProvider for simulating AI responses without real API calls.
  • FakeVectorStore, FakeEmbeddingsProvider, FakeMcpTransport, and FakeMiddleware for end-to-end testing of RAG, tools, and workflows.
  • Fluent assertions and recorded data to verify interactions, calls, and state changes.

Quick Start

Create a test that feeds a FakeAIProvider with a predefined response and asserts the agent output and call counts.

Frequently Asked Questions about neuron-test-engineer

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I test Neuron AI agents without making real API calls?▼

You can test Neuron AI agents without real API calls by feeding a FakeAIProvider with predefined responses, enabling deterministic unit and integration tests while verifying agent outputs and call counts.

What is the best way to test RAG pipelines in Neuron AI workflows?▼

Testing RAG pipelines in Neuron AI workflows is best handled by injecting FakeVectorStore and FakeEmbeddingsProvider to simulate document retrieval and embedding generation, ensuring deterministic end-to-end test coverage.

Can I verify tool interactions and middleware calls during Neuron AI testing?▼

You can verify tool interactions and middleware calls using FakeMcpTransport and FakeMiddleware, which record interactions and provide fluent assertions to check state changes and call counts across pipelines.

How do fake providers help with deterministic testing of AI workflows?▼

Fake providers help with deterministic testing by replacing live AI, vector store, and embedding services with simulated components that return controlled, predictable responses for thorough workflow assertions.

Do I need any external dependencies to run end-to-end tests for Neuron AI?▼

No external dependencies are required to run end-to-end tests for Neuron AI, as the testing utilities provide self-contained fake providers, vector stores, and MCP transport components requiring no additional installations.

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