### Setup Environment Variables

Source: https://github.com/moonsong-labs/ai-nexus/blob/main/README.md

Copies the example environment file and highlights the required GOOGLE_API_KEY variable for agent functionality.

```Shell
cp .env.example .env

Update the following required environment variables in .env:
* GOOGLE_API_KEY
```

--------------------------------

### Example Test Feedback JSON

Source: https://github.com/moonsong-labs/ai-nexus/blob/main/src/tester/test-agent-system-prompt.md

Provides a sample JSON object demonstrating the structure defined by the schema, showing feedback for multiple tests with varying approval statuses and rejection reasons.

```json
{
  "feedback": [
    {
      "testId": "T1",
      "approved": true,
      "rejectionReason": ""
    },
    {
      "testId": "T2",
      "approved": false,
      "rejectionReason": "Test is unnecessary, feature is not in scope"
    },
    {
      "testId": "T3",
      "approved": false,
      "rejectionReason": "Edge case is incorrect, please handle null inputs differently"
    }
  ],
  "allTestsApproved": false
}
```

--------------------------------

### Example Agent Input: Create Memory

Source: https://github.com/moonsong-labs/ai-nexus/blob/main/README.md

Demonstrates the structured input format for creating a new memory using the agent's upsert_memory tool, providing content and context.

```Agent Input
create memory
content: My name is John Doe
context: I was asked my name at the local DMV
```

--------------------------------

### Run AI-Nexus Agent

Source: https://github.com/moonsong-labs/ai-nexus/blob/main/README.md

Invokes the make command to run the agent locally, which typically includes dependency installation and synchronization steps.

```Shell
make run
```

--------------------------------

### Example Agent Input: Update Memory

Source: https://github.com/moonsong-labs/ai-nexus/blob/main/README.md

Demonstrates the structured input format for updating an existing memory using the agent's upsert_memory tool, requiring the memory_id along with updated content and context.

```Agent Input
update memory
content: My name is John Doe
context: This was mentioned because someone asked if I was Jill Dove's brother.
memory_id: ceb9b38e-7082-4eb0-b51f-05f8accbca5a
```

--------------------------------

### Create Todo Request Body - JSON

Source: https://github.com/moonsong-labs/ai-nexus/blob/main/src/tester/test-prompts/web-api.md

Example JSON request body for creating a new todo item via the POST /todos endpoint. It includes the required 'title' and 'status', and an optional 'description'.

```JSON
{
  "title": "Buy groceries",
  "description": "Milk, eggs, and bread",
  "status": "pending"
}
```

--------------------------------

### JSON Schema for Test Feedback

Source: https://github.com/moonsong-labs/ai-nexus/blob/main/src/tester/test-agent-system-prompt.md

Defines the structure and properties expected in the user feedback JSON object for tests. It specifies the 'feedback' array containing individual test results and the 'allTestsApproved' boolean flag.

```json
{
  "type": "object",
  "properties": {
    "feedback": {
      "type": "array",
      "items": {
        "type": "object",
        "required": ["testId", "approved", "rejectionReason"],
        "properties": {
          "testId": {
            "type": "string",
            "description": "ID of the test being reviewed"
          },
          "approved": {
            "type": "boolean",
            "description": "Whether the test is approved"
          },
          "rejectionReason": {
            "type": "string",
            "description": "Reason for rejection if not approved; may be empty for approved tests"
          }
        }
      }
    },
    "allTestsApproved": {
      "type": "boolean",
      "description": "Whether all tests in this category are approved and agent can proceed to next category"
    }
  }
}
```

--------------------------------

### Update Todo Request Body - JSON

Source: https://github.com/moonsong-labs/ai-nexus/blob/main/src/tester/test-prompts/web-api.md

Example JSON request body for updating an existing todo item via the PUT /todos/{id} endpoint. It shows how to update the 'status' and 'description' fields.

```JSON
{
  "status": "completed",
  "description": "Got everything from the store"
}
```

--------------------------------

### Run Code Formatting

Source: https://github.com/moonsong-labs/ai-nexus/blob/main/README.md

Executes the make command to format code automatically according to project style guidelines.

```Shell
make fmt
```

--------------------------------

### Run LangGraph Dev Server with uv

Source: https://github.com/moonsong-labs/ai-nexus/blob/main/README.md

Executes the LangGraph development server using the uv package runner for local development and testing.

```Shell
uv run -- langgraph dev
```

--------------------------------

### Clean Project Files

Source: https://github.com/moonsong-labs/ai-nexus/blob/main/README.md

Executes the make command to clean build artifacts and other generated files from the project directory.

```Shell
make clean
```

--------------------------------

### Run Code Linting

Source: https://github.com/moonsong-labs/ai-nexus/blob/main/README.md

Executes the make command to perform code linting checks against project standards.

```Shell
make lint
```

--------------------------------

### Run Spell Check

Source: https://github.com/moonsong-labs/ai-nexus/blob/main/README.md

Executes the make command to check for spelling errors in documentation and code comments.

```Shell
make spell_check
```

--------------------------------

### Fix Spelling Errors

Source: https://github.com/moonsong-labs/ai-nexus/blob/main/README.md

Executes the make command to automatically fix detected spelling errors.

```Shell
make spell_fix
```

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