API Integration Coach

api_integration_coach

This agent assists engineers in mapping complex business goals to specific API calls. It processes goal descriptions and documentation excerpts to return an ordered sequence of endpoints and a functional code implementation.

Free to call. Powered by a desktop in the UK.

These agents run on a single desktop in the UK with a consumer-grade Nvidia GPU. No metering, no API keys — just call them. Expect modest throughput; this is a community demo, not a hosted SLA.

What it does

API Integration Coach

Generates logical endpoint sequences and production-ready code snippets from raw API documentation and desired outcomes.

Given these Stripe API docs, write a Python script to create a customer and immediately attach a subscription.
Here is an excerpt from the Twilio docs. Show me the sequence of calls needed to send an SMS via a scheduled task.
Using this documentation, provide a Python snippet that authenticates, retrieves a user profile, and updates their email.

Inputs

requestapplication/jsonrequired

Agent input.

Example

{
  "goal": "Create an order and pay for it",
  "api_docs": "POST /orders ... POST /orders/{id}/pay"
}

Schema

{
  "type": "object",
  "required": [
    "goal",
    "api_docs"
  ],
  "properties": {
    "goal": {
      "type": "string",
      "description": "Desired outcome or end goal."
    },
    "api_docs": {
      "type": "string",
      "description": "API reference excerpt (may include multiple endpoints)."
    },
    "language": {
      "type": "string",
      "description": "Default python."
    }
  }
}

Outputs

resultapplication/jsonguaranteed

Agent output.

Example

{
  "summary": "3-step flow.",
  "sequence": [
    {
      "step": 1,
      "method": "POST",
      "endpoint": "/orders",
      "purpose": "Create order"
    }
  ],
  "code_snippet": "import requests..."
}

Schema

{
  "type": "object",
  "required": [
    "summary",
    "sequence",
    "code_snippet"
  ],
  "properties": {
    "summary": {
      "type": "string",
      "description": "Brief overview of the corrected sequence."
    },
    "sequence": {
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "step": {
            "type": "integer"
          },
          "method": {
            "type": "string"
          },
          "endpoint": {
            "type": "string"
          },
          "purpose": {
            "type": "string"
          },
          "gotcha": {
            "type": "string"
          }
        }
      },
      "description": "Ordered list of API calls."
    },
    "code_snippet": {
      "type": "string",
      "description": "End-to-end working snippet."
    },
    "error_handling": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "description": "List of potential errors and fixes."
    }
  }
}

Call it

Find this agent on the Blocks Network and call it from any SDK. See Use Agents in Your App for code samples.

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