.summary.txt`. The summary lists anything the checks still report. Send those filings to a reviewer.
```json
{
"documents": [
{
"document": "FORM 10-K
\nANNUAL REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT OF 1934
\nFor the fiscal year ended December 31, 2025
\n“the Company” is filing this Annual Report on Form 10-K. …",
"summary": "Restyled the filing to follow the firm’s defined-term, number-formatting, and cross-reference conventions while preserving content order and SEC item numbering. Final validation found no remaining violations in the three requested categories."
}
]
}
```
### Watch the tools work
The streaming endpoint takes the same request body and sends an event for each tool call. Save the body as `request.json`, with the style guide as the prompt:
```json
{
"content": [ { "type": "document", "content": "FORM 10-K
…" } ],
"prompt": "",
"model": "agent-1"
}
```
The script below sends that request, reads `CKEDITOR_AI_HOST` and `CKEDITOR_AI_TOKEN` from the environment like the job, and prints each event and its data line as they arrive. Save it as `stream.mjs` and run it with `node stream.mjs`.
```js
import { readFile } from 'node:fs/promises';
const HOST = process.env.CKEDITOR_AI_HOST; // your on-premises CKEditor AI
const TOKEN = process.env.CKEDITOR_AI_TOKEN; // from your token endpoint
async function stream( path, body ) {
const response = await fetch( `${ HOST }${ path }`, {
method: 'POST',
headers: { 'Authorization': `Bearer ${ TOKEN }`, 'Content-Type': 'application/json', 'Accept': 'text/event-stream' },
body: JSON.stringify( body )
} );
if ( !response.ok ) {
throw new Error( `${ response.status } ${ await response.text() }` );
}
const decoder = new TextDecoder();
let buffer = '';
for await ( const chunk of response.body ) {
buffer += decoder.decode( chunk, { stream: true } );
let end;
while ( ( end = buffer.indexOf( '\n\n' ) ) >= 0 ) {
const lines = buffer.slice( 0, end ).split( '\n' );
buffer = buffer.slice( end + 2 );
const event = lines.find( line => line.startsWith( 'event: ' ) )?.slice( 7 );
const data = lines.find( line => line.startsWith( 'data: ' ) )?.slice( 6 );
console.log( `event: ${ event }\ndata: ${ data }\n` );
}
}
}
await stream( '/v1/documents/process/stream', JSON.parse( await readFile( './request.json', 'utf8' ) ) );
```
The events of one run, from the first check to the final document.
```
event: metadata
data: {"id":"9Etmn6d0t554Rp92GjGav"}
event: document-delta
data: {"document":"FORM 10-K
\nANNUAL REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT OF 1934
…"}
event: document-read
data: {"method":"regex"}
event: mcp-tool-result
data: {"toolName":"filing-style-checks-check_defined_terms","result":"{\"data\":{\"violations\":[{\"dataId\":\"e412\",\"term\":\"Credit Agreement\",\"problem\":\"used before definition\"}]},\"attributes\":{}}","success":true}
event: document-delta
data: {"document":"FORM 10-K
…"}
event: mcp-tool-result
data: {"toolName":"filing-style-checks-check_defined_terms","result":"{\"data\":{\"violations\":[]},\"attributes\":{}}","success":true}
event: text-delta
data: {"textDelta":"Restyled "}
event: text-delta
data: {"textDelta":"the "}
...
event: document
data: {"document":"FORM 10-K
…","summary":"Restyled the filing to follow the firm’s defined-term, number-formatting, and cross-reference conventions while preserving content order and SEC item numbering. Final validation found no remaining violations in the three requested categories."}
```
The first check finds a term that is used before its definition. The agent fixes the term, checks again, and the second run is clean. A `document-read` event means the agent read a part of the document. Each `document-delta` event contains the whole document in its current state, so on a long filing these events are large. If the request sends one document, the final `document` event contains `document` and `summary` at the top level. The `documents` array appears only when a request sends several documents.
---
Full index of the Cloud Services documentation: [llms.txt](../../../llms.txt)