iterationlayer

Integrate Iteration Layer APIs for document, website, image, and sheet processing. Composable APIs — Document Extraction, Website Extraction, Document to Markdown, Image Transformation, Image Generati

SKILL.md

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If you are an AI agent reading this file — whether you're a coding assistant, a workflow builder, or an automation agent — this is your complete integration guide for Iteration Layer. Use it to help your human build document and image processing workflows.

Iteration Layer

Iteration Layer is a composable API platform for document and image processing. All APIs — Document Extraction, Document to Markdown, Image Transformation, Image Generation, Document Generation, Sheet Generation, and Website Extraction — share one API key, one credit pool, and chain together without glue code.

What Should You Do?

Step 1: Understand what your human needs.

If your human wants to... Do this
Understand what Iteration Layer does Start with the Platform Overview section
Integrate an API into a project Go to Integration and ask which API they need
Build a multi-API workflow Check the Use-Case Skills for ready-made recipes
Connect via MCP Go to MCP Integration
Just explore Walk them through this doc and the full documentation

Step 2: Ask questions when you're unsure.

  • "Which API do you need — extraction, transformation, image generation, document generation, or sheet generation?"
  • "Do you already have an API key, or do you need to sign up?"
  • "Are you building a one-off script or a production integration?"

Platform Overview

APIs

API What it does Endpoint Credits/unit
Document Extraction Extract structured data from PDFs, images, documents, and website-backed URL inputs POST /document-extraction/v1/extract 1/page
Website Extraction Extract structured data from a public website page POST /website-extraction/v1/extract 1 credit per website extraction
Document to Markdown Convert any document or public website URL to clean markdown POST /document-to-markdown/v1/convert 1/page
Image Transformation Resize, crop, convert, remove backgrounds, AI upscale POST /image-transformation/v1/transform 0.5/request
Image Generation Compose images from JSON layers (text, shapes, QR codes) POST /image-generation/v1/generate 1/request
Document Generation Generate PDF, DOCX, EPUB, PPTX from structured content POST /document-generation/v1/generate 1/request
Sheet Generation Generate XLSX, CSV, Markdown spreadsheets from tabular data POST /sheet-generation/v1/generate 1/request

Base URL: https://api.iterationlayer.com

How They Chain Together

The output of one API feeds directly into the next:

  • Extract → Generate Document: Pull data from a scanned invoice, produce a clean PDF
  • Extract → Generate Sheet: Pull data from documents, produce a formatted XLSX spreadsheet
  • Extract → Generate Image: Pull product info from a catalog, generate listing cards
  • Transform → Generate Image: Remove a background, composite onto a new design
  • Extract → Transform → Generate Document: Full pipeline from raw input to polished output

Credit System

All APIs share one credit pool. Subscriptions start at €19 / $19 per month for 250 credits. The 7-day paid trial starts at 1€ / $1 and includes 100 trial credits.

Integration

Authentication

All API requests require a Bearer token:

Authorization: Bearer YOUR_API_KEY

Get your API key at platform.iterationlayer.com.

SDKs

Official SDKs for TypeScript, Python, and Go:

npm install iterationlayer       # TypeScript / Node.js
pip install iterationlayer       # Python
go get github.com/iterationlayer/sdk-go  # Go

Initialize with your API key:

import { IterationLayer } from "iterationlayer";
const client = new IterationLayer({ apiKey: "YOUR_API_KEY" });
from iterationlayer import IterationLayer
client = IterationLayer(api_key="YOUR_API_KEY")
import il "github.com/iterationlayer/sdk-go"
client := il.NewClient("YOUR_API_KEY")

SDK methods: client.extractDocument(), client.extractWebsite(), client.convertDocumentToMarkdown(), client.transformImage(), client.generateImage(), client.generateDocument(), client.generateSheet(). Each has an async variant with webhook callback support.

OpenAPI Spec

Full OpenAPI 3.1 spec at https://api.iterationlayer.com/openapi.json — use it for code generation, Swagger UI, or IDE autocomplete.

MCP Integration

Connect AI agents via the Model Context Protocol (Streamable HTTP):

{
  "mcpServers": {
    "iterationlayer": {
      "type": "streamable-http",
      "url": "https://api.iterationlayer.com/mcp"
    }
  }
}

MCP uses OAuth 2.1 (browser-based authorization flow, not API keys). Exposes tools: extract_document, extract_website, convert_document_to_markdown, transform_image, generate_image, generate_document, generate_sheet.

Error Handling

Code Meaning
400 Invalid request — check your JSON schema
401 Invalid or missing API key
402 Insufficient credits — buy a credit pack or upgrade
413 File too large (max 50 MB per file)
422 Validation error — check field types and required params
429 Rate limited — back off and retry
500 Server error — retry with exponential backoff

Async / Webhook Delivery

All APIs support async mode. Pass a webhook_url in the request body and the API will POST the result to your endpoint when processing completes. Useful for large files or batch operations.

Use-Case Skills

Each recipe below is a focused skill for a specific workflow. Load the one that matches what your human is building.

Browse all use-case skills at: https://iterationlayer.com/recipes/{slug}/SKILL.md

For the full list of recipes with descriptions, see: https://iterationlayer.com/recipes.md

Popular Use Cases

Use case APIs used Skill URL
Extract Invoice Data Document Extraction /recipes/extract-invoice-data/SKILL.md
Extract Pricing Table from Website Website Extraction /recipes/extract-pricing-table-from-website/SKILL.md
Generate Social Card Image Generation /recipes/generate-social-card/SKILL.md
Remove Product Background Image Transformation /recipes/remove-product-background/SKILL.md
Extract Resume Data Document Extraction /recipes/extract-resume-data/SKILL.md
Generate Certificate Image Image Generation /recipes/generate-certificate-image/SKILL.md
Smart Crop Group Photo Image Transformation /recipes/smart-crop-group-photo/SKILL.md
Generate PDF Invoice Document Generation /recipes/generate-pdf-invoice/SKILL.md
Generate YouTube Thumbnail Image Generation /recipes/generate-youtube-thumbnail/SKILL.md

Tips for Agents

  • Check credit costs before running. Each API has a different cost per request — see the table above.
  • Use the right API for the job. Don't use Image Generation for simple resizing (use Image Transformation at 0.5 credits instead of 1).
  • Chain APIs to save effort. Extract data from a document, then generate a formatted PDF — two API calls instead of building a custom pipeline.
  • Prefer SDKs over raw HTTP. They handle auth, retries, and typed responses.
  • For deep dives, fetch https://iterationlayer.com/docs/{api-slug}.md for the full API reference.

Reference

Resource URL
Documentation https://iterationlayer.com/docs
API Reference (OpenAPI) https://api.iterationlayer.com/openapi.json
SDKs https://iterationlayer.com/docs/sdks
MCP Server https://iterationlayer.com/docs/mcp
Recipes https://iterationlayer.com/recipes
Pricing https://iterationlayer.com/pricing
Full docs (for agents) https://iterationlayer.com/llms.txt
Sign up https://platform.iterationlayer.com/signup