vin-ocr

vin-ocr is a skill for Claude Code from carsxe/carsxe-claude-plugin. It costs 42 tokens per session (235 once invoked), scanned A, original, MIT.

A tool that reads a vehicle identification number (VIN), the unique code assigned to a vehicle, from a photo or image URL using the CarsXE VIN OCR API.

In plain words
What is it for?
Extracting a VIN from a vehicle image, showing the extracted code and confidence score, and suggesting a clearer photo when reading fails.
Why use it?
It avoids typing a VIN from a dashboard, door frame, windshield, or VIN plate by hand, especially when the code is hard to read.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the carsxe plugin — 16 skills, 17 commands shipped together

Good fit Extracting a VIN from a vehicle image, showing the extracted code and confidence score, and suggesting a clearer photo when reading fails.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/carsxe/carsxe-claude-plugin/vin-ocr
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add carsxe/carsxe-claude-plugin --skill vin-ocr
Clone the repo
git clone --depth 1 https://github.com/carsxe/carsxe-claude-plugin

Made for: Claude Code.

Or install carsxe, the plugin that ships this one along with the rest of its 16 skills, 17 commands.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for vin-ocr

README.md
[![agentmods](https://agentmods.dev/badge/skills/carsxe/carsxe-claude-plugin/vin-ocr/github.svg)](https://agentmods.dev/skills/carsxe/carsxe-claude-plugin/vin-ocr)
Your own site
<a href="https://agentmods.dev/skills/carsxe/carsxe-claude-plugin/vin-ocr"><img src="https://agentmods.dev/badge/skills/carsxe/carsxe-claude-plugin/vin-ocr/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for vin-ocr

Your own site · 80×15
<a href="https://agentmods.dev/skills/carsxe/carsxe-claude-plugin/vin-ocr"><img src="https://agentmods.dev/badge/skills/carsxe/carsxe-claude-plugin/vin-ocr.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 42 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 235 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00042 $0.00235
Opus 5 $0.00021 $0.00118
Sonnet 5 $0.00008 $0.00047
Haiku 4.5 $0.00004 $0.00023

Measured 11d ago against content hash 782d89366e06, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

vin-ocr scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 11d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

carsxe/skills/vin-ocr/SKILL.md · 21 lines

What it actually says

When the user shares an image containing a VIN (photo of dashboard, door jamb, windshield, etc.):

  1. Make an HTTP POST request to the CarsXE VIN OCR API:
    • URL: https://api.carsxe.com/v1/vinocr?key={CARSXE_API_KEY}&source=claude_plugin
    • Headers: Content-Type: application/json
    • Body:
      {
        "imageUrl": "{IMAGE_URL}"
      }
      
  2. Display the extracted VIN and confidence score.
  3. Offer to immediately decode the VIN using the vehicle-specs skill.
  4. If the image quality is poor or the VIN can't be extracted, suggest the user try a clearer photo with better lighting and angle.
  5. If the API key is missing, tell the user to set the CARSXE_API_KEY environment variable.
Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 11d ago First seen · 21 lines · 42 tokens per session scan A 782d89366e06

Subscribe to this mod's changes

vin-ocr is a skill published in the GitHub repository carsxe/carsxe-claude-plugin (2 stars, last pushed yesterday), licensed MIT. It adds 42 tokens to every session and 235 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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