Docs/Skills/Code Language Detector Skill

Code Language Detector Skill

Detect code in text

OperationalCredits 20 per callp50 233msAI/Computer Vision

Overview

Send a raw code snippet in a POST request. The service inspects the syntax to identify the language and returns its standard file extension and display name. Paid plans add detection confidence scores, language family, programming paradigms, and execution classification.

Live Test Code Language Detector Skill Skill →

The tool

Once your client is connected to the VerveKit server, this appears in its tool list as CodeLanguageDetectorSkill. It is read-only and open-world — it fetches and never mutates anything on your side — so most clients call it without asking you to confirm.

Tool call
{
  "name": "CodeLanguageDetectorSkill",
  "arguments": {
    "code": "var test = '';"
  }
}

You do not name the tool yourself; the model picks it. Asking about var test = ''; in the terms this skill covers is enough for it to reach for CodeLanguageDetectorSkill on its own — naming it explicitly also works, and is the way to force the call.

Connecting

One server URL covers every skill in the catalog, including this one. Authorization is OAuth: the client opens a browser once, and there is no key to paste into a config file.

{
  "mcpServers": {
    "vervekit": {
      "url": "https://api.vervekit.com/v1/mcp"
    }
  }
}

Per-client setup — Claude, Cursor, VS Code, ChatGPT — is on the MCP setup page.

Arguments

These are the properties on the tool's inputSchema, so a well-behaved client validates them before the call is made. Premium arguments are accepted on every plan but only take effect on plans that include them.

ArgumentTypeDescription
codeRequiredstringThe code snippet you want to detect the programming language of
length 0–50000

What the model gets back

The result carries a structuredContent object matching the tool's declared outputSchema, so a client reads fields without parsing prose. status is "ok" and error is null on success; a null field means the value was not available for that input, not that the call failed.

Result
{
  "status": "ok",
  "error": null,
  "data": {
    "likelihood": 0.99,
    "family": "PYTHON",
    "current": "python",
    "readable": "Python Code",
    "extension": ".py",
    "paradigm": "multi-paradigm",
    "isCompiled": false
  }
}

Response fields

Paths are relative to data. Premium fields are absent rather than zeroed on plans that do not include them, so check for presence instead of comparing to 0.

FieldTypeExampleDescription
likelihoodPremiumnumber0.99Confidence score for code language detection (0.0 to 1.0)
familyPremiumstringPYTHONProgramming language family or category classification
currentstringpythonDetected programming language in lowercase format
readablestringPython CodeHuman-readable name of the detected programming language
extensionstring.pyStandard file extension for the detected language
paradigmPremiumstringmulti-paradigmProgramming paradigm: object-oriented, functional, procedural, multi-paradigm
isCompiledPremiumbooleanfalseWhether the language is compiled or interpreted

Failure modes

Errors come back as tool errors carrying a sentence the model can act on, not a bare status code. Error handling covers the full list.

StatusWhat it means
400 / 422The arguments did not validate. The message names the offending one.
401The OAuth session is invalid or expired — reconnect the server.
403Blocked by a key restriction or an IP allow-list. Never a bad identity.
404This skill is not part of VerveKit. Check the catalog.
429Out of credits, or a brief rate limit. The message tells them apart.

A call costs 20 credits each time the tool actually runs; a model that reasons about the tool without calling it costs nothing.

Use cases

Syntax Highlighting Setup
Developer forums inspect unformatted user pastes to pick the right code fence tag before rendering highlighted code blocks.
File Download Naming
When users export generated snippets from a web interface, editors apply the returned extension to name and save files accurately.
Documentation Snippet Tagging
Knowledge base platforms assign language labels to community-submitted examples without forcing authors to pick options from a manual dropdown.
Support Ticket Routing
To triage incoming developer issues containing raw scripts or stack traces, ticketing systems route requests based on the detected language.

Other ways to use Code Language Detector Skill

Set up Code Language Detector Skill on VerveKit, or reach the same source a different way. Your VerveKit account and credits work on all of them — one key, one balance.

Call it as a REST APIOne HTTPS endpoint and an x-api-key header, with SDKs for Node, Python and .NET.APIVerve →Reference →
Google Sheets or ExcelA =VERVE() formula fills a column — no script, no export, recalculates in place.VerveSheets →Reference →
Ground an agent on itA cited, machine-checkable fact your model can't produce on its own.VerveContext →Reference →

More in AI/Computer Vision:

Was this page helpful?