# Github Code Auditor (`devwithbobby/github-code-auditor`) Actor

GitHub Code Auditor is an AI-powered Apify Actor that analyzes GitHub repositories.

- **URL**: https://apify.com/devwithbobby/github-code-auditor.md
- **Developed by:** [Dev with Bobby](https://apify.com/devwithbobby) (community)
- **Categories:** AI, Developer tools
- **Stats:** 21 total users, 0 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $0.001 / repository analysis result

This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events.

Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-event

## What's an Apify Actor?

Actors are a software tools running on the Apify platform, for all kinds of web data extraction and automation use cases.
In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours,
and optionally produces a well-defined JSON output, datasets with results, or files in key-value store.
In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server.
Actors are written with capital "A".

## How to integrate an Actor?

If asked about integration, you help developers integrate Actors into their projects.
You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready.
The best way to integrate Actors is as follows.

In JavaScript/TypeScript projects, use official [JavaScript/TypeScript client](https://docs.apify.com/api/client/js.md):

```bash
npm install apify-client
```

In Python projects, use official [Python client library](https://docs.apify.com/api/client/python.md):

```bash
pip install apify-client
```

In shell scripts, use [Apify CLI](https://docs.apify.com/cli/docs.md):

````bash
# MacOS / Linux
curl -fsSL https://apify.com/install-cli.sh | bash
# Windows
irm https://apify.com/install-cli.ps1 | iex
```bash

In AI frameworks, you might use the [Apify MCP server](https://docs.apify.com/platform/integrations/mcp.md).

If your project is in a different language, use the [REST API](https://docs.apify.com/api/v2.md).

For usage examples, see the [API](#api) section below.

For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt).


# README

## GitHub Code Auditor

AI-powered GitHub repository analyzer that provides comprehensive insights into any public repository. Perfect for due diligence, developer onboarding, competitive analysis, codebase audits, and **detecting AI-generated slop code**.

### What it does

GitHub Code Auditor analyzes GitHub repositories and provides:

- **Repository Metadata** - Stars, forks, issues, license, topics, and activity
- **Language Analysis** - All programming languages used with percentages
- **Contributor Insights** - Top contributors and their commit history
- **Dependency Analysis** - Parses `package.json`, `requirements.txt`, and more (smart monorepo detection)
- **File Structure Analysis** - Detects README, tests, CI/CD, Docker presence
- **Security Scanning** - Basic vulnerability and sensitive file detection
- **Health Score** - 0-100 score with letter grade (A-F) based on best practices
- **AI-Powered Insights** - GPT-4 generated summary, strengths, concerns, and recommendations
- **AI Slop Detection** - Identifies low-quality AI-generated repositories with confidence scoring

### Use Cases

| Who | Use Case |
|-----|----------|
| **Engineering Teams** | Tech debt monitoring, onboarding new developers |
| **VCs & Investors** | Due diligence on portfolio companies, detect AI-generated demos |
| **Security Teams** | Vulnerability scanning across organizations |
| **Open Source Maintainers** | Project health dashboards |
| **Recruiters** | Verify candidate skills, detect AI-generated portfolio projects |
| **Package Maintainers** | Vet dependencies before adding to projects |
| **Researchers** | Study trends in AI-generated code proliferation |

### Input

| Field | Type | Required | Description |
|-------|------|----------|-------------|
| `repoUrls` | array | Yes | List of GitHub repository URLs to analyze |
| `githubToken` | string | No | GitHub token for higher API rate limits (60/hour without, 5000/hour with) |
| `openaiApiKey` | string | No | OpenAI API key for AI-powered insights |
| `analysisDepth` | enum | No | `quick`, `standard` (default), or `comprehensive` |
| `includeSecurityScan` | boolean | No | Enable security vulnerability checks (default: true) |
| `includeAiInsights` | boolean | No | Enable AI-powered analysis (default: true) |
| `maxFilesToAnalyze` | integer | No | Maximum files for code analysis (default: 50) |

#### Example Input

```json
{
    "repoUrls": [
        "https://github.com/facebook/react",
        "https://github.com/vercel/next.js"
    ],
    "analysisDepth": "comprehensive",
    "includeSecurityScan": true,
    "includeAiInsights": true
}
````

### Output

Each repository analysis produces a JSON object with:

```json
{
    "repoUrl": "https://github.com/facebook/react",
    "repoName": "facebook/react",
    "description": "The library for web and native user interfaces.",
    "stars": 225000,
    "forks": 46000,
    "openIssues": 950,
    "language": "JavaScript",
    "languages": {
        "JavaScript": 2500000,
        "TypeScript": 150000,
        "HTML": 50000
    },
    "topics": ["react", "javascript", "frontend", "ui"],
    "license": "MIT License",
    "contributors": [
        {"login": "gaearon", "contributions": 2500},
        {"login": "acdlite", "contributions": 1800}
    ],
    "recentCommits": [
        {"sha": "abc1234", "message": "Fix bug in hooks", "author": "gaearon"}
    ],
    "fileStructure": {
        "hasReadme": true,
        "hasTests": true,
        "hasCiConfig": true,
        "hasDockerfile": false
    },
    "dependencies": {
        "loose-envify": "^1.1.0",
        "object-assign": "^4.1.1"
    },
    "codeMetrics": {
        "healthScore": 92,
        "grade": "A",
        "factors": [
            {"name": "Community Interest", "score": 15},
            {"name": "Documentation", "score": 10},
            {"name": "Test Coverage", "score": 15}
        ]
    },
    "aiSummary": "React is a declarative JavaScript library for building user interfaces...",
    "aiInsights": {
        "summary": "React is a declarative JavaScript library...",
        "strengths": ["Massive community support", "Excellent documentation"],
        "concerns": ["Large bundle size", "Steep learning curve"],
        "targetUsers": "Frontend developers building interactive UIs",
        "recommendation": "Highly Recommended",
        "isAiSlop": false,
        "aiSlopScore": 5,
        "aiSlopIndicators": [],
        "aiSlopVerdict": "Definitely Authentic"
    },
    "dependencyCount": 2,
    "devDependencyCount": 45,
    "totalDependencies": 47,
    "isMonorepo": true,
    "analyzedAt": "2024-01-15T10:30:00.000Z"
}
```

### AI Slop Detection

One of the most powerful features is the ability to detect "AI slop" - low-quality, AI-generated repositories that flood GitHub with shallow, non-functional code.

#### What It Detects

| Red Flag | Description |
|----------|-------------|
| Generic naming | Vague project names and descriptions that could apply to anything |
| Shallow README | Suspiciously polished docs with buzzwords but no real substance |
| No tests | Claims "production-ready" but has zero test coverage |
| Commit bombing | 1-3 massive commits with entire codebase dumped at once |
| Ghost town | No forks, no issues, no community engagement |
| Template structure | Generic file layout that looks auto-generated |
| Dependency mismatch | Listed dependencies don't match the stated purpose |
| No CI/CD | No quality tooling or automation |
| Single contributor | One person with generic commit messages like "initial commit" |

#### Output Fields

| Field | Type | Description |
|-------|------|-------------|
| `isAiSlop` | boolean | `true` if likely AI-generated low-quality code |
| `aiSlopScore` | number | 0-100 scale (0 = human-crafted, 100 = definitely AI slop) |
| `aiSlopIndicators` | array | List of specific red flags found |
| `aiSlopVerdict` | string | Human-readable verdict |

#### Verdict Scale

| Verdict | Score Range | Meaning |
|---------|-------------|---------|
| Definitely Authentic | 0-15 | Clear signs of genuine human development |
| Likely Authentic | 16-35 | Mostly authentic with minor concerns |
| Possibly AI Slop | 36-65 | Mixed signals, warrants investigation |
| Likely AI Slop | 66-100 | Strong indicators of low-quality AI generation |

#### Example: Detecting AI Slop

```json
{
    "repoUrls": ["https://github.com/suspicious-user/ai-todo-app"],
    "analysisDepth": "standard",
    "includeAiInsights": true
}
```

Example output for a suspicious repo:

```json
{
    "aiInsights": {
        "isAiSlop": true,
        "aiSlopScore": 78,
        "aiSlopIndicators": [
            "Single commit with entire codebase",
            "Generic README with buzzwords",
            "No tests despite 'production-ready' claim",
            "Zero community engagement after 6 months",
            "Dependencies don't match stated purpose"
        ],
        "aiSlopVerdict": "Likely AI Slop"
    }
}
```

### Analysis Depths

| Depth | What's Included | Speed |
|-------|-----------------|-------|
| **Quick** | Metadata only (stars, forks, description) | ~5 seconds |
| **Standard** | Metadata + dependencies + file structure + contributors + AI insights | ~15 seconds |
| **Comprehensive** | Everything + security scan + AI insights | ~30 seconds |

> Note: AI insights (including AI slop detection) are now available on both `standard` and `comprehensive` depths when an OpenAI API key is provided.

### Health Score Calculation

The health score (0-100) is calculated based on:

| Factor | Max Points | Criteria |
|--------|------------|----------|
| Community Interest | 15 | Based on star count |
| Documentation | 10 | Has README file |
| License | 10 | Has license file |
| Test Coverage | 15 | Has test directory |
| CI/CD | 10 | Has .github directory |
| Recent Activity | 15 | Days since last push |
| Issue Management | 10 | Open issues to stars ratio |
| Containerization | 5 | Has Dockerfile |

**Grades:** A (80+), B (60-79), C (40-59), D (20-39), F (<20)

### Pricing

| Event | Price | Description |
|-------|-------|-------------|
| Actor Start | $0.00005/GB | Charged once per run |
| Repository Result | $0.001 | Per repository analyzed |
| AI Analysis | $0.02 | Per repository with AI insights |

#### Example Costs

- 1 repo, standard analysis: ~$0.001
- 1 repo, comprehensive with AI: ~$0.021
- 10 repos, standard: ~$0.01
- 10 repos, comprehensive with AI: ~$0.21

### Rate Limits

| Auth Method | Requests/Hour |
|-------------|---------------|
| No token | 60 |
| With GitHub token | 5,000 |

For analyzing multiple repositories, we recommend providing a GitHub Personal Access Token.

### Integrations

This Actor works great with:

- **Scheduled runs** - Monitor repository health weekly/monthly
- **Webhooks** - Trigger analysis on new releases
- **Zapier/Make** - Connect to your workflow automation
- **API** - Integrate directly into your applications

### API Usage

```bash
curl -X POST "https://api.apify.com/v2/acts/YOUR_USERNAME~github-code-auditor/runs?token=YOUR_API_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{
    "repoUrls": ["https://github.com/apify/crawlee"],
    "analysisDepth": "comprehensive"
  }'
```

### Local Development

```bash
## Clone the repository
git clone https://github.com/YOUR_USERNAME/github-code-auditor.git
cd github-code-auditor

## Install dependencies
npm install

## Create input file
mkdir -p storage/key_value_stores/default
echo '{"repoUrls": ["https://github.com/apify/crawlee"]}' > storage/key_value_stores/default/INPUT.json

## Run locally
apify run

## View results
cat storage/datasets/default/*.json
```

### Environment Variables

| Variable | Description |
|----------|-------------|
| `OPENAI_API_KEY` | OpenAI API key for AI insights (can also be provided in input) |

### Tech Stack

- **Apify SDK** - Actor lifecycle and storage
- **Crawlee** - Dataset management
- **@octokit/rest** - GitHub API client
- **OpenAI** - GPT-4 powered insights

### Limitations

- Only analyzes public repositories (unless GitHub token has private repo access)
- AI insights (including AI slop detection) require OpenAI API key
- GitHub API rate limits apply (60/hour without token, 5000/hour with token)
- Maximum 500 files analyzed per repository
- AI slop detection is probabilistic - always verify findings manually for important decisions

### Support

- [Report an issue](https://github.com/YOUR_USERNAME/github-code-auditor/issues)
- [Apify Discord](https://discord.gg/apify)

### License

ISC License

# Actor input Schema

## `repoUrls` (type: `array`):

List of GitHub repository URLs to analyze (e.g., https://github.com/owner/repo)

## `githubToken` (type: `string`):

Optional GitHub token for higher API rate limits and private repo access. Without a token, you're limited to 60 requests/hour.

## `openaiApiKey` (type: `string`):

OpenAI API key for AI-powered analysis and insights generation.

## `analysisDepth` (type: `string`):

How deep should the analysis go?

## `includeSecurityScan` (type: `boolean`):

Run security vulnerability checks on dependencies

## `includeAiInsights` (type: `boolean`):

Generate AI-powered documentation and insights (requires OpenAI API key)

## `maxFilesToAnalyze` (type: `integer`):

Maximum number of source files to analyze for code quality

## Actor input object example

```json
{
  "repoUrls": [
    "https://github.com/facebook/react",
    "https://github.com/vercel/next.js"
  ],
  "analysisDepth": "standard",
  "includeSecurityScan": true,
  "includeAiInsights": true,
  "maxFilesToAnalyze": 50
}
```

# Actor output Schema

## `overview` (type: `string`):

No description

## `detailed` (type: `string`):

No description

## `security` (type: `string`):

No description

# API

You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup.

## JavaScript example

```javascript
import { ApifyClient } from 'apify-client';

// Initialize the ApifyClient with your Apify API token
// Replace the '<YOUR_API_TOKEN>' with your token
const client = new ApifyClient({
    token: '<YOUR_API_TOKEN>',
});

// Prepare Actor input
const input = {
    "repoUrls": [
        "https://github.com/apify/crawlee"
    ]
};

// Run the Actor and wait for it to finish
const run = await client.actor("devwithbobby/github-code-auditor").call(input);

// Fetch and print Actor results from the run's dataset (if any)
console.log('Results from dataset');
console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
items.forEach((item) => {
    console.dir(item);
});

// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

```

## Python example

```python
from apify_client import ApifyClient

# Initialize the ApifyClient with your Apify API token
# Replace '<YOUR_API_TOKEN>' with your token.
client = ApifyClient("<YOUR_API_TOKEN>")

# Prepare the Actor input
run_input = { "repoUrls": ["https://github.com/apify/crawlee"] }

# Run the Actor and wait for it to finish
run = client.actor("devwithbobby/github-code-auditor").call(run_input=run_input)

# Fetch and print Actor results from the run's dataset (if there are any)
print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item)

# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

```

## CLI example

```bash
echo '{
  "repoUrls": [
    "https://github.com/apify/crawlee"
  ]
}' |
apify call devwithbobby/github-code-auditor --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=devwithbobby/github-code-auditor",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "Github Code Auditor",
        "description": "GitHub Code Auditor is an AI-powered Apify Actor that analyzes GitHub repositories.",
        "version": "0.0",
        "x-build-id": "ERX3DoMHKtVaKuJsZ"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/devwithbobby~github-code-auditor/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-devwithbobby-github-code-auditor",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/devwithbobby~github-code-auditor/runs": {
            "post": {
                "operationId": "runs-sync-devwithbobby-github-code-auditor",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK",
                        "content": {
                            "application/json": {
                                "schema": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/devwithbobby~github-code-auditor/run-sync": {
            "post": {
                "operationId": "run-sync-devwithbobby-github-code-auditor",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        }
    },
    "components": {
        "schemas": {
            "inputSchema": {
                "type": "object",
                "required": [
                    "repoUrls"
                ],
                "properties": {
                    "repoUrls": {
                        "title": "GitHub Repository URLs",
                        "type": "array",
                        "description": "List of GitHub repository URLs to analyze (e.g., https://github.com/owner/repo)",
                        "items": {
                            "type": "string"
                        }
                    },
                    "githubToken": {
                        "title": "GitHub Personal Access Token (Optional)",
                        "type": "string",
                        "description": "Optional GitHub token for higher API rate limits and private repo access. Without a token, you're limited to 60 requests/hour."
                    },
                    "openaiApiKey": {
                        "title": "OpenAI API Key",
                        "type": "string",
                        "description": "OpenAI API key for AI-powered analysis and insights generation."
                    },
                    "analysisDepth": {
                        "title": "Analysis Depth",
                        "enum": [
                            "quick",
                            "standard",
                            "comprehensive"
                        ],
                        "type": "string",
                        "description": "How deep should the analysis go?",
                        "default": "standard"
                    },
                    "includeSecurityScan": {
                        "title": "Include Security Scan",
                        "type": "boolean",
                        "description": "Run security vulnerability checks on dependencies",
                        "default": true
                    },
                    "includeAiInsights": {
                        "title": "Include AI Insights",
                        "type": "boolean",
                        "description": "Generate AI-powered documentation and insights (requires OpenAI API key)",
                        "default": true
                    },
                    "maxFilesToAnalyze": {
                        "title": "Max Files to Analyze",
                        "minimum": 10,
                        "maximum": 500,
                        "type": "integer",
                        "description": "Maximum number of source files to analyze for code quality",
                        "default": 50
                    }
                }
            },
            "runsResponseSchema": {
                "type": "object",
                "properties": {
                    "data": {
                        "type": "object",
                        "properties": {
                            "id": {
                                "type": "string"
                            },
                            "actId": {
                                "type": "string"
                            },
                            "userId": {
                                "type": "string"
                            },
                            "startedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "finishedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "status": {
                                "type": "string",
                                "example": "READY"
                            },
                            "meta": {
                                "type": "object",
                                "properties": {
                                    "origin": {
                                        "type": "string",
                                        "example": "API"
                                    },
                                    "userAgent": {
                                        "type": "string"
                                    }
                                }
                            },
                            "stats": {
                                "type": "object",
                                "properties": {
                                    "inputBodyLen": {
                                        "type": "integer",
                                        "example": 2000
                                    },
                                    "rebootCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "restartCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "resurrectCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "computeUnits": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "options": {
                                "type": "object",
                                "properties": {
                                    "build": {
                                        "type": "string",
                                        "example": "latest"
                                    },
                                    "timeoutSecs": {
                                        "type": "integer",
                                        "example": 300
                                    },
                                    "memoryMbytes": {
                                        "type": "integer",
                                        "example": 1024
                                    },
                                    "diskMbytes": {
                                        "type": "integer",
                                        "example": 2048
                                    }
                                }
                            },
                            "buildId": {
                                "type": "string"
                            },
                            "defaultKeyValueStoreId": {
                                "type": "string"
                            },
                            "defaultDatasetId": {
                                "type": "string"
                            },
                            "defaultRequestQueueId": {
                                "type": "string"
                            },
                            "buildNumber": {
                                "type": "string",
                                "example": "1.0.0"
                            },
                            "containerUrl": {
                                "type": "string"
                            },
                            "usage": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "integer",
                                        "example": 1
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "usageTotalUsd": {
                                "type": "number",
                                "example": 0.00005
                            },
                            "usageUsd": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "number",
                                        "example": 0.00005
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```