This guide explains how to create custom workflow nodes for SmartBotic.
Nodes are JavaScript modules located in nodes/<category>/ directories. Each node file must export:
configSchema - JSON Schema for node configurationinputSchema - JSON Schema for input dataoutputSchema - JSON Schema for output dataexecute - Async function that performs the node's action/**
* @node my-node-id
* @name My Node Name
* @category my-category
* @version 1.0.0
* @description What this node does
* @icon icon-name
*/
const configSchema = {
type: 'object',
properties: {
myOption: {
type: 'string',
title: 'My Option',
description: 'Description of this option',
default: 'default-value'
}
},
required: ['myOption']
};
const inputSchema = {
type: 'object',
properties: {
data: {
type: 'any',
description: 'Input data'
}
}
};
const outputSchema = {
type: 'object',
properties: {
result: {
type: 'string',
description: 'Output result'
}
}
};
module.exports = {
configSchema,
inputSchema,
outputSchema,
async execute(config, input, context) {
// Your node logic here
return {
result: 'success'
};
}
};
The comment block at the top of the file defines node metadata:
| Tag | Required | Description |
|---|---|---|
@node |
Yes | Unique node identifier (kebab-case) |
@name |
Yes | Display name shown in UI |
@category |
Yes | Category for grouping (e.g., http, data, email) |
@version |
Yes | Semantic version (e.g., 1.0.0) |
@description |
Yes | Brief description of node functionality. Must be a single line - the parser captures only the first line of a multi-line @description |
@icon |
No | Lucide icon name (e.g., globe, mail, database) |
@trigger |
No | Add this tag if the node is a trigger (starts workflows) |
The configSchema defines what options users can configure in the node editor.
A top-level property's default is applied automatically whenever the
stored config omits that key - both when the workflow is saved and again
before the node executes - so execute() can rely on the key being
present even for a workflow saved before the field existed. A default is
resolved through the same expression evaluation as any other stored
config value, so a default: containing {{ }} will be evaluated as an
expression rather than kept as a literal string. No current node relies on
this; keep it in mind if you're the first to try it.
// String field
myString: {
type: 'string',
title: 'Label',
description: 'Help text',
default: 'default value'
}
// Number field
myNumber: {
type: 'number',
title: 'Count',
default: 10
}
// Boolean field
myBoolean: {
type: 'boolean',
title: 'Enable Feature',
default: false
}
// Dropdown (enum)
myChoice: {
type: 'string',
title: 'Select Option',
enum: ['option1', 'option2', 'option3'],
default: 'option1'
}
// Object field
myHeaders: {
type: 'object',
title: 'Headers',
additionalProperties: { type: 'string' }
}
To create a credential selector:
credentialId: {
type: 'string',
title: 'Credential',
description: 'Select authentication credential',
dynamicOptions: {
source: 'credentials',
filter: { type: 'bearer' } // Filter by credential type
}
}
Available credential types: bearer, api_key, basic, imap
Define multiple output ports:
const outputs = [
{ name: 'success', displayName: 'Success', type: 'object', color: '#10b981' },
{ name: 'error', displayName: 'Error', type: 'object', color: '#ef4444' }
];
module.exports = {
configSchema,
inputSchema,
outputSchema,
outputs,
execute
};
A node whose output count depends on how it is configured declares
dynamicOutputs beside its static outputs:
const outputs = [
{ name: 'fallback', displayName: 'Fallback', type: 'any', color: '#6b7280' }
];
const dynamicOutputs = {
from: 'rules',
namePrefix: 'case',
labelFrom: 'label',
color: '#3b82f6'
};
module.exports = { configSchema, inputSchema, outputSchema, outputs, dynamicOutputs, execute };
For each entry in the placed node's config.rules, the editor draws a port named
case0, case1 and so on, labelled from that entry's label field, followed by
the static outputs. Port names are positional, so an edge survives editing a
rule's label or value. Deleting a rule drops the edges hanging off the port that
went with it.
At run time the node routes with _activeBranch, exactly as a fixed-port node
does - the branch name is just computed:
return { _activeBranch: 'case' + i, ['case' + i]: data };
A node pauses its execution by returning a _pause marker, the way a branching
node returns _activeBranch:
return {
token: token,
reason: 'Approve the refund',
expiresAt: Date.now() + 86400000,
_pause: { token: token, reason: 'Approve the refund', expiresAt: expiresAt }
};
The engine stops the walk, stores the execution as waiting with everything
computed so far, and returns. Nothing downstream runs. The marker is stripped
from the stored output, so a reader sees the request rather than the mechanism.
Answering it continues the run:
POST /api/v1/executions/{id}/resume
{ "token": "...", "approved": true, "data": { "note": "looks fine" } }
The paused node's output becomes that payload, and the walk continues from there. Nodes that already ran are not run again. The workflow is rebuilt from the snapshot stored with the execution, not from the workflow as it stands now, because it may have been edited while the approval waited.
GET /api/v1/executions/pending lists executions waiting for an answer. It
deliberately omits the token: listing is a weaker permission than approving.
Two limits are deliberate. A pause inside a Loop body cannot be resumed, because
loop iteration state is not part of the stored execution, so a node must refuse
to pause there rather than record something unanswerable. And a webhook cannot
wait for an approval - the HTTP request is still open and its deadline is
35 seconds - so a webhook-triggered workflow that pauses returns a 202 with
{ "executionId": "...", "status": "waiting" } rather than blocking for an
answer that has nowhere to arrive on this connection. Answer it the same way
as any other paused execution, with POST /api/v1/executions/{id}/resume.
A webhook-triggered workflow returns the last node's output as JSON by default.
To control the response, return a _webhookResponse marker from any node:
return {
_webhookResponse: {
status: 201,
headers: { 'Content-Type': 'application/json' },
body: { id: created.id }
}
};
Any node may set it, not only the last one to run, so adding a node to the end of a workflow cannot silently change what its API returns. If several set it, the last one wins and the runner logs that it happened.
form-trigger (category triggers) publishes an HTML form at a shareable URL.
Submitting it starts the workflow - a form field lets a person do what a webhook
otherwise needs a developer for.
The form is served at /webhook/{workflowId}. If the node's path field is
set, that path is appended and must match exactly, e.g.
/webhook/<id>/apply; leave it empty to answer at the bare workflow URL. GET
renders the form, POST submits it.
The workflow must be published and active. The webhook route only ever
runs the published version - not whatever is currently open in the editor -
and it refuses to answer at all if the workflow's active flag is off (a
plain 400 Workflow is not active). A form that was saved but never
published, or was unpublished after being turned off, answers nothing useful.
This is the single most likely reason a form "doesn't work": open the
workflow and confirm both Publish and Active.
Each entry in the node's fields array is one question:
| Key | Meaning |
|---|---|
name |
The key the workflow reads the answer under. Letters, digits and underscore, not starting with a digit. |
label |
Shown next to the input. |
type |
One of text, textarea, number, select, checkbox, date, file. |
required |
Blocks submission (with the form re-rendered and an error) if left empty. |
placeholder |
Placeholder text, for the text-like types. |
options |
The choices, for a select field. |
accept |
For a file field, e.g. image/*. This is a browser hint only, sent as the accept attribute on the <input> - it is not enforced server-side. Nothing stops a submission with a different file type arriving anyway. A form that must reject a wrong file type needs a node downstream that inspects the actual bytes, not this field. |
maxSizeMb |
For a file field. 0 uses the server-wide limit; a nonzero value can only tighten that limit, never loosen it - a per-field maximum above the server limit is meaningless because the oversized request is already refused before this check runs. |
Answers land on the trigger node's output under form, keyed by field name:
{{ $node['Form'].form.email }}
{{ $node['Form'].form.howMany }}
A file field arrives as a binary object, the same shape a download produces:
{
"type": "binary",
"data": "<base64>",
"mimeType": "image/png",
"filename": "photo.png",
"size": 48213,
"checksum": "<sha256 hex>"
}
checksum is the SHA-256 of the base64 text, not of the raw bytes - the same
convention http-request's download path uses for its own binary output, so
the two are directly comparable and an uploaded file can be handed straight to
any node that expects a downloaded one.
responseMode is immediate or wait:
immediate returns the thank-you page (responseMessage) right away and
lets the workflow run in the background. Anything that takes more than
about 30 seconds must use this mode - the alternative blocks the browser
and times out.wait holds the browser connection open until the workflow finishes, so
a respond-to-webhook node downstream can shape the actual response (status,
headers, body) the way Answering a Webhook describes.
The wait is capped at 30 seconds; a run that has not finished by then answers
with a timeout rather than hanging the browser indefinitely.Immediate-mode submissions run on a small bounded worker pool inside the
webserver rather than one thread per request, so a burst of traffic against a
public form cannot exhaust it. The pool is server.form_dispatch_threads
(default 4) and server.form_dispatch_queue_capacity (default 32) in
config/webserver.json - unset in the shipped config, so a stock install runs
on those defaults. When the queue is full, the form answers 503 with a
plain "This form is busy right now. Please try again in a moment." page
instead of a false thank-you, so a bounded burst is visible as a retry-able
failure rather than a silently dropped submission.
Two limits apply, and a submission has to pass both:
server.max_upload_mb in config/webserver.json bounds every request body
the webserver accepts, uploads included - 32 MB by default. Anything larger
is refused before the form handler ever sees it.max_message_size_mb in
config/runner.json, bounds the same body again on its way from the
webserver to the runner as part of the execution payload - 64 MB by default,
deliberately set above the upload limit so it never re-imposes a lower cap
than the one already enforced at the HTTP layer.A field's own maxSizeMb (see Fields, above) can tighten either of these
further but never raise them.
password is optional; leave it empty and anyone with the link can submit the
form. Set it and a visitor must enter it once (checked with a constant-time
comparison) before the form is shown; on success they get a signed, HttpOnly
cookie scoped to that workflow's webhook path, good for one hour, so they are
not asked again for the rest of the session.
State plainly what this is worth: the password is stored as plain, readable text in the live workflow document. Anyone who can read the workflow
There is no captcha and no rate limiting on the form endpoint beyond the bounded worker pool described above. A public form can be submitted repeatedly by a script as easily as by a person. A form that cannot tolerate that should be given a password, at minimum, and treated as a mitigation rather than a fix.
There is no separate submissions list. A submission is a workflow execution like any other and is visible wherever executions are - the workflow's execution history - with the form answers as the trigger node's output.
The form endpoint reveals that a form exists at a URL, even to someone who
doesn't know its password. An unknown workflow id gets a 404, a workflow
that exists but has no form node falls through to a structurally different
response, and a workflow with a form node behind a wrong password gets a
200 password prompt. These three cases are distinguishable, so a visitor can
tell "there is a form here" from "there is nothing here" without ever seeing
the password itself. This was a deliberate choice, not an oversight - closing
it would mean reshaping how every webhook on the platform answers a request
for an id it doesn't recognize, and workflow ids are random UUIDs, so there is
nothing practical to enumerate against it in the first place.
A node with a config field literally named password - the form trigger
included - permanently shows as having unpublished changes in the editor,
even immediately after publishing. The upstream database daemon encrypts
fields named password when it writes a version-history snapshot, while a
live read of the same document stays plaintext; the editor's unpublished-changes
indicator compares those two, and an encrypted value never equals its own
plaintext. This is pre-existing platform behaviour that affects any node
config with a password-named field, not something specific to forms - it is
safe to ignore the indicator on a form-trigger node once you've confirmed the
publish itself succeeded.
A node that joins two branches names its inputs:
const inputs = [
{ name: 'input1', displayName: 'Input 1', type: 'any', required: false },
{ name: 'input2', displayName: 'Input 2', type: 'any', required: false }
];
module.exports = { configSchema, inputSchema, outputSchema, inputs, execute };
Each named input becomes its own target handle, and arrives in execute under
that name - input.input1, input.input2. A node that declares no inputs
keeps the single data handle it has always had.
Note the difference between a node that sets _activeBranch and one that does
not: with the marker, exactly one output carries data and everything downstream
of the others is skipped. Without it, every named output the node returns is
live at once, which is how filter sends kept and discarded items down two
paths in the same run.
Four rules emerged while building the Tier 1 set. New nodes should follow them.
Fail loudly rather than drop data. A node that cannot do what was asked
throws, with a message naming what it received. set-fields throws when
keep-all mode is handed an array instead of an object; its dotted paths refuse
to overwrite a value they would otherwise destroy; merge throws when an item
lacks the key it was told to combine on. The alternative - returning an empty
object, or bucketing everything under the string undefined - produces a
workflow that keeps running and quietly produces wrong data.
Guard a configurable output name against your own reserved keys. A node that returns fixed keys alongside a user-named field must reject a name that would collide, throwing early:
if (outputField === 'count' || outputField === 'groups' || (groupBy && outputField === 'key')) {
throw new Error('Aggregate: outputField cannot be "' + outputField +
'", which is a reserved output name for this node. Pick another name.');
}
aggregate, sort-limit-dedupe and datetime all need this. template and
json do not, because they return exactly one key and there is nothing to
collide with - do not add the guard where it protects nothing. When a node
builds its reserved-key list dynamically, as aggregate does for key
(only reserved once groupBy is set, since that is the only time it is
written), check every mode the node has, not just the always-on keys.
Config values arrive already evaluated. The engine resolves {{...}} in
node config before execute() runs, and a config string that is exactly one
expression keeps its native type. So a field typed as a string in the schema can
legitimately hold an array at run time, which is why several nodes begin with
if (Array.isArray(inputField)). That branch is not dead code. Nodes must not
re-interpolate config values. template is the one deliberate exception: its
templateSource: 'input' mode reads template text out of the input DATA at run
time, which the engine never walks, so that text still has its {{...}}
placeholders intact when execute() sees it, and calling
smartbotic.utils.interpolate on it is genuine work, not a re-interpolation of
something the engine already resolved.
Read paths with the shared helper. Use
smartbotic.utils.getFieldValue(data, path) rather than writing a private path
walker. Two older nodes, if-condition and loop, still carry their own
divergent copies - loop silently skips a leading data. segment and
if-condition does not - and that inconsistency is exactly what the shared
helper exists to stop spreading.
Inside execute(), you have access to the smartbotic global object:
smartbotic.log.debug('Debug message');
smartbotic.log.info('Info message');
smartbotic.log.warn('Warning message');
smartbotic.log.error('Error message');
const response = smartbotic.http.request({
method: 'GET', // GET, POST, PUT, PATCH, DELETE
url: 'https://api.example.com/data',
headers: { 'Authorization': 'Bearer token' },
body: JSON.stringify({ key: 'value' }),
timeout: 30000,
followRedirects: true
});
// Response: { status, headers, data, dataBase64 }
body is a text field. It is read as a UTF-8 string, so any byte sequence that
is not valid UTF-8 is replaced on the way out - an image sent that way uploads
successfully and arrives corrupt. There are two binary-safe paths instead.
For an API that takes a bare binary payload, such as an S3 PUT or the AT
Protocol blob upload, use bodyBase64. It is decoded to raw bytes and sent as
the whole body, and it wins over body when both are given:
const file = smartbotic.storage.downloadFile(fileId);
smartbotic.http.request({
method: 'POST',
url: 'https://bsky.social/xrpc/com.atproto.repo.uploadBlob',
headers: { 'Content-Type': 'image/jpeg' },
bodyBase64: file.data
});
For an API that expects a form upload, use files with formData, which builds
a multipart body - see nodes/integration/telegram-send.js.
On the way back, data is also UTF-8 text and cannot carry binary. Read
dataBase64 for image or file downloads.
One trap worth knowing: utils.base64Encode encodes a JavaScript string as
UTF-8, so it is not a byte-preserving round trip for arbitrary bytes you build
in JavaScript with String.fromCharCode. Anything at or above 0x80 becomes two
bytes. Binary should come from the file store, where it never passes through a
JavaScript string, rather than being assembled by hand.
// Insert document
const result = smartbotic.storage.insert('collection', { key: 'value' });
// Returns: { success, id }
// Get document
const doc = smartbotic.storage.get('collection', 'document-id');
// Returns: { found, document }
// Query documents
const results = smartbotic.storage.query('collection', { field: 'value' });
// Returns: { success, documents }
// Update document
smartbotic.storage.update('collection', 'document-id', { key: 'new-value' });
// Delete document
smartbotic.storage.delete('collection', 'document-id');
http-request (Store Download) and imap-extract-attachments (Store in
Database) both write through smartbotic.storage.insert with a TTL. Both
default that TTL field to 24 hours, so downloaded files and extracted
attachments stored by those nodes now expire and are auto-deleted a day
after they're stored, unless the workflow sets the TTL field to 0
explicitly - 0 means keep forever. Any workflow that was relying on
permanent storage under an unset TTL field needs that 0 set explicitly,
or it will start losing data a day later.
// Read a file
const read = smartbotic.fs.readFile('/tmp/example.txt', 'base64');
// { success, data } - data is base64-encoded when the encoding argument is 'base64'
// Write a file
smartbotic.fs.writeFile('/tmp/example.txt', base64Data, 'base64');
// Check existence
const there = smartbotic.fs.exists('/tmp/example.txt');
// Stat a file
const info = smartbotic.fs.stat('/tmp/example.txt');
// { success, size, mtime, isDirectory } - mtime is milliseconds since the epoch
// Create a directory
smartbotic.fs.mkdir('/tmp/example-dir');
// Delete a file
smartbotic.fs.unlink('/tmp/example.txt');
// List a directory, one level
const listing = smartbotic.fs.readdir('/var/spool/incoming');
// { success: true, entries: [{ name, path, size, modifiedAt, isDirectory }] }
The fs API applies no path restrictions. Every call takes an arbitrary
absolute path and acts on it with the runner process's own permissions, the
same trust level a code node or process.exec already has.
const auth = smartbotic.credentials.get(credentialId);
if (auth.success) {
// auth.headerName = 'Authorization' or 'X-API-Key'
// auth.headerValue = 'Bearer <token>' or '<api-key>'
headers[auth.headerName] = auth.headerValue;
}
const result = smartbotic.smtp.send({
credentialId: config.credentialId, // an smtp credential, or the imap one for the same mailbox
to: ['someone@example.com'], // a single address or an array
cc: [],
bcc: [],
subject: 'Subject line',
body: 'Message text',
html: false, // true sends the body as text/html
replyTo: '',
from: '', // overrides the sender on the credential
fromName: '',
attachments: [
{ filename: 'note.txt', mimeType: 'text/plain', contentBase64: '...' }
]
});
// result.messageId - the Message-ID the mail went out with
// result.accepted - how many addresses it was submitted for
An SMTP credential holds host, port, username, password, security
(starttls, ssl or none), and optionally from_address and from_name.
An IMAP credential is accepted in its place: the same account is reached on the
submission port with STARTTLS, so a mailbox stored for reading mail does not
have to be entered again to send it.
// Generate UUID
const id = smartbotic.utils.uuid();
// Sleep (pause execution)
smartbotic.utils.sleep(1000); // milliseconds, max 300000 (5 min)
// Template interpolation
const result = smartbotic.utils.interpolate('Hello {{name}}', { name: 'World' });
// Base64 encoding/decoding
const encoded = smartbotic.utils.base64Encode('data');
const decoded = smartbotic.utils.base64Decode(encoded);
// SHA256 hash
const hash = smartbotic.utils.sha256('data'); // Returns hex string
// Object utilities
const picked = smartbotic.utils.pick(obj, ['key1', 'key2']);
const omitted = smartbotic.utils.omit(obj, ['unwantedKey']);
// Read a nested value by dotted path
const city = smartbotic.utils.getFieldValue(input, 'data.user.address.city');
const second = smartbotic.utils.getFieldValue(input, 'data.items[1].id');
const howMany = smartbotic.utils.getFieldValue(input, 'data.items.length');
Missing paths return undefined. Arrays are reached with key[0] or a bare
numeric segment, and .length works on an array. The path is taken literally,
with no special handling of a leading data. segment.
Use 4 spaces for indentation (consistent with existing nodes).
Do NOT use // comments inside schema definitions. The parser may incorrectly interpret them:
// BAD - comment may break parsing
const configSchema = {
type: 'object',
properties: {
url: {
type: 'string',
default: 'http://localhost:3000' // This is the default <- AVOID
}
}
};
// GOOD - no inline comments in schema
const configSchema = {
type: 'object',
properties: {
url: {
type: 'string',
default: 'http://localhost:3000'
}
}
};
Use single quotes for string values in schemas. The parser converts them to JSON:
// GOOD
title: 'My Title'
// AVOID - embedded quotes can cause issues
description: 'Use "quotes" carefully' // May break parsing
IMPORTANT: Throw errors instead of returning success: false. This ensures the workflow fails properly:
async execute(config, input, context) {
// Validate required inputs
if (!config.requiredField) {
throw new Error('Required field is missing');
}
// Make API call
const response = smartbotic.http.request({
method: 'GET',
url: config.url,
headers: headers
});
// Check response status - throw on error
if (response.status < 200 || response.status >= 300) {
const errorMsg = typeof response.data === 'string'
? response.data
: JSON.stringify(response.data);
throw new Error(`API error (${response.status}): ${errorMsg}`);
}
// Return data on success (no try/catch needed for most cases)
return {
data: response.data
};
}
Do NOT catch errors just to return { success: false } - let them propagate so the workflow fails.
After creating or modifying node files, migrate them to the running database:
# Get authentication token
TOKEN=$(curl -s http://localhost:8090/api/v1/auth/login \
-H "Content-Type: application/json" \
-d '{"username": "admin", "password": "admin"}' | jq -r '.accessToken')
# Migrate nodes
curl -X POST http://localhost:8090/api/v1/nodes/migrate \
-H "Authorization: Bearer $TOKEN" \
-H "Content-Type: application/json" \
-d '{"nodesPath": "./nodes"}'
Runners automatically receive node updates via gRPC streaming.
/**
* @node download-file
* @name Download File
* @category http
* @version 1.0.0
* @description Download a file from URL
* @icon download
*/
const configSchema = {
type: 'object',
properties: {
url: {
type: 'string',
title: 'URL',
description: 'URL to download from'
},
timeout: {
type: 'number',
title: 'Timeout (ms)',
default: 30000
}
},
required: ['url']
};
const inputSchema = {
type: 'object',
properties: {
url: { type: 'string', description: 'Override URL from input' }
}
};
const outputSchema = {
type: 'object',
properties: {
success: { type: 'boolean' },
data: { type: 'string' },
contentType: { type: 'string' }
}
};
module.exports = {
configSchema,
inputSchema,
outputSchema,
async execute(config, input, context) {
const url = input.url || config.url;
smartbotic.log.info(`Downloading from ${url}`);
try {
const response = smartbotic.http.request({
method: 'GET',
url: url,
timeout: config.timeout
});
if (response.status < 200 || response.status >= 300) {
throw new Error(`HTTP ${response.status}`);
}
return {
success: true,
data: response.data,
contentType: response.headers['content-type'] || ''
};
} catch (error) {
smartbotic.log.error(`Download failed: ${error.message}`);
return {
success: false,
error: error.message
};
}
}
};
Trigger nodes start workflow executions. Add @trigger to the JSDoc:
/**
* @node my-trigger
* @name My Trigger
* @category triggers
* @version 1.0.0
* @description Triggers workflow on event
* @icon zap
* @trigger
*/
Triggers typically don't have input schemas (they generate initial data).
OpenRouter, Together, Groq, DeepSeek, Mistral, xAI, Fireworks, Perplexity,
DeepInfra and OpenAI itself all accept the same chat request and return the
same reply. One implementation covers all of them, in
scripts/gen-openai-compatible-nodes.py, which writes one node per provider.
A node cannot require another node's file, so the code is generated rather
than shared at runtime - edit the generator, run it, commit the diff.
Adding a provider is a row in the PROVIDERS table: its id, display name,
base URL, a sensible default model, and where its keys come from. Set
no_model_list when the provider publishes no /models endpoint, and the
model field becomes a plain box rather than an empty dropdown.
Each node registers a credential type of its own, so a key for one provider is never offered to another - and any of them will still take a plain bearer credential, because the shape is the same.
The base URL is a setting, so any of these nodes also reaches a proxy, a gateway or a self-hosted service that speaks the same API.
smartbotic.http.request takes retry options, so a node does not need its own
loop and its own sleep:
smartbotic.http.request({
method: 'GET', url: feedUrl, timeout: 30000,
retries: 2, // extra attempts, 0 (off) unless asked for
retryDelayMs: 2000, // doubles each attempt
retryMaxDelayMs: 30000, // and is capped here
retryOnStatus: [429, 503] // defaults to 408, 425, 429, 500, 502, 503, 504
});
Retried: a timeout, a refused connection, a name that would not resolve, and
the statuses above. Not retried: a 404 or a 401 - those are answers, and asking
again does not change them. A Retry-After header from the server wins over the
backoff, capped at retryMaxDelayMs, because being told to wait and then not
waiting is how a rate limit becomes a ban.
It is off by default on purpose. A POST that timed out may already have been received at the far end, and repeating it would do the thing twice - so the caller opts in where repeating is safe.
./scripts/run-node-tests.sh # all of them
python3 scripts/verify-node.py tests/nodes/<case>.json # one
Exit 0 means every assertion held, 1 means one did not, and 2 means the case declares a precondition this machine does not meet. The runner counts that last one as skipped and names it. A case that cannot run is never counted as passed: a green tally that includes tests which did not run is worse than a red one.
A case declares what it needs with requires:
"requires": { "http": "http://mulan:8077/health",
"expect": { "model_loaded": true } }
Two SD.cpp cases use this. They compare against whatever model the server has loaded, and that server unloads when idle - so without the gate they fail for a reason that has nothing to do with the code, and a failure everyone learns to ignore is worse than no test.