Not in the top 1,000 by GitHub stars

drivly/auto-dev-skill

Automotive Data for AI Agents

History

Review weekly changes to SKILL.md before updating. Dates mark the weeks in which we observed each version; checks apply to the recorded commits.

View weekly changes

`SKILL.md`

Week of Nov 2, 2026 · +0 / −0 lines

Before Network or broad shell → After Network or broad shell

fb4bfd485427 → fb4bfd485427

Compare on GitHub

Week of Oct 26, 2026 · Line counts unavailable

Before Not checked yet → After Network or broad shell

First observation → fb4bfd485427

No earlier version was observed for comparison.

Compare on GitHub

View on GitHub Add to my skills

Verified commit fb4bfd4854272e50dda9950a969f6504d2ffe9b1

19GitHub stars

0stars in 7 days

1skill in this repository

0commits in 30 days

Heat

0.3

Star growth, last 7 daysNot available
Star growth, last 24 hoursNot available
Rank movement, last 7 daysNot available
Commits, last 30 daysNot available
Accounts asking about it through MCP, last 7 daysNot available
Hot votes this weekNot available

Heat never changes the order by stars, and sponsorship never touches it. How heat works

Stars over time

30-day change not yet available: not enough history.

Individual skills in this repository

auto-dev /

How it works

auto-dev

When your agent uses it

Use when working with Auto.dev APIs, vehicle data, VIN decoding, car listings, vehicle photos, specs, recalls, payments, interest rates, taxes, OEM build data, plate-to-VIN, CLI commands, MCP tools, or SDK methods for any automotive data task

What it loads into context

Frontmatter

186 tokens

Always available to the agent

SKILL.md

2,222 tokens

When the skill is activated

Reference documents

29,392 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

Detect Your Surface
MCP Tools
CLI Quick Reference
Direct API Quick Reference
Plans & Pricing
Important Rules
Deep Reference

Files

.github/FUNDING.ymlasset15 bytes
.github/ISSUE_TEMPLATE/bug_report.mddoc702 bytes
.github/ISSUE_TEMPLATE/feature_request.mddoc642 bytes
.gitignoreasset474 bytes
CODE_OF_CONDUCT.mddoc2,126 bytes
CONTRIBUTING.mddoc2,883 bytes
LICENSEasset1,065 bytes
README.mddoc9,163 bytes
SKILL.mdcore8,391 bytes
app-scaffolding.mddoc8,825 bytes
assets/autodev.pngasset3,376,049 bytes
business-workflows.mddoc7,861 bytes
chaining-patterns.mddoc4,259 bytes
code-patterns.mddoc18,146 bytes
error-recovery.mddoc4,998 bytes
examples.mddoc9,864 bytes
glama.jsonasset99 bytes
integration-recipes.mddoc13,132 bytes
interactive-explorer.mddoc4,346 bytes
pricing.mddoc3,345 bytes
v1-apis.mddoc4,197 bytes
v2-listings-api.mddoc3,368 bytes
v2-plate-api.mddoc1,422 bytes
v2-vin-apis.mddoc8,520 bytes

Read SKILL.md


# Auto.dev

Automotive data for AI agents — via MCP tools, CLI commands, SDK methods, or direct API calls.

## Detect Your Surface

Check in this order. Use the first one available:

**1. MCP** — Check if `auto_decode` is in your available tools.
If yes: use `auto_*` tools for everything. Do NOT make raw HTTP calls.
To install: `npx @auto.dev/sdk mcp install` (installs globally and configures Claude Code, Claude Desktop, Cursor, Windsurf, VS Code Copilot, Cline, Zed).

**2. CLI** — Run `auto --version`.
If installed: authenticate once with `auto login` (OAuth — no API key needed), then use `auto` commands.

View the complete source on GitHub

Skills included

auto-dev

Repository facts

License: MIT
Created: Mar 17, 2026
Last pushed: Aug 20, 2026
Forks: 5
Open issues: 0
Project activity: Slowing

Before you install

Network or broad shell

Automated signals, not a guarantee

Checked Nov 6, 2026

No broad tool permissions
No dangerous shell commands
84 network referencesin 13 files: README.md:7 examples.md:9 SKILL.md:15 and 10 more
No hidden or obfuscated text
No instruction overrides
No executable scripts
20 references to secretsin 6 files: code-patterns.md:14 integration-recipes.md:81 SKILL.md:21 and 3 more
No requests to vote in Hot

Show all 104 signals by file

`.gitignore`

Access to secretsline 37
```
[Credential-related source omitted]
```

`CODE_OF_CONDUCT.md`

Network accessline 41

This Code of Conduct is adapted from the [Contributor Covenant](https://www.contributor-covenant.org), version 2.1.

`CONTRIBUTING.md`

Network accessline 9

- **API changes** — If an Auto.dev endpoint changed its response format, parameters, or pricing, [open an issue](https://github.com/drivly/auto-dev-skill/issues/new?template=bug_report.md) - **Skill bugs** — If the skill gives incorrect gui

Network accessline 11

- **Feature requests** — Want a new workflow pattern, framework integration, or business workflow? [Request it](https://github.com/drivly/auto-dev-skill/issues/new?template=feature_request.md)

Network accessline 66

- [Auto.dev API Docs](https://docs.auto.dev/)

Network accessline 67

- [Open an issue](https://github.com/drivly/auto-dev-skill/issues)

`README.md`

Network accessline 7

<p align="center">   <a href="https://github.com/drivly/auto-dev-skill/blob/main/LICENSE"><img src="https://img.shields.io/github/license/drivly/auto-dev-skill" alt="License" /></a>

Network accessline 8

<a href="https://github.com/drivly/auto-dev-skill/blob/main/LICENSE"><img src="https://img.shields.io/github/license/drivly/auto-dev-skill" alt="License" /></a>

Network accessline 9

<a href="https://github.com/drivly/auto-dev-skill/stargazers"><img src="https://img.shields.io/github/stars/drivly/auto-dev-skill" alt="Stars" /></a>

Network accessline 10

<a href="https://github.com/drivly/auto-dev-skill/issues"><img src="https://img.shields.io/github/issues/drivly/auto-dev-skill" alt="Issues" /></a>

Network accessline 11

<a href="https://skills.sh/drivly/auto-dev-skill/auto-dev"><img src="https://img.shields.io/badge/skills.sh-auto--dev-blue" alt="Skills.sh" /></a>

Network accessline 12

<a href="https://docs.auto.dev/v2/cli-mcp-sdk"><img src="https://img.shields.io/badge/docs-auto.dev-black" alt="Docs" /></a>

Network accessline 13

<a href="https://clawhub.ai/bryant22/auto-dev"><img src="https://img.shields.io/badge/clawhub-auto--dev-orange" alt="ClawHub" /></a>

Network accessline 14

<a href="https://glama.ai/mcp/servers/drivly/auto-dev-skill"><img src="https://glama.ai/mcp/servers/drivly/auto-dev-skill/badges/score.svg" alt="Glama Score" /></a>

Network accessline 17

<p align="center"> Give any AI coding agent superpowers with <a href="https://auto.dev">Auto.dev</a> automotive data APIs. Search vehicle listings, decode VINs, calculate payments, check recalls, and more — all through natural conversation.

Network accessline 18

Give any AI coding agent superpowers with <a href="https://auto.dev">Auto.dev</a> automotive data APIs. Search vehicle listings, decode VINs, calculate payments, check recalls, and more — all through natural conversation.

Network accessline 21

<p align="center"> Works with <strong>Claude Code</strong>, <strong>Cursor</strong>, <strong>Codex</strong>, <strong>GitHub Copilot</strong>, <strong>Windsurf</strong>, <strong>OpenClaw</strong>, and <a href="https://github.com/vercel-labs/

Network accessline 22

Works with <strong>Claude Code</strong>, <strong>Cursor</strong>, <strong>Codex</strong>, <strong>GitHub Copilot</strong>, <strong>Windsurf</strong>, <strong>OpenClaw</strong>, and <a href="https://github.com/vercel-labs/skills#supported-ag

Network accessline 33

This gives you the `auto` CLI, the MCP server for AI agents, and the JS/TypeScript SDK. Full reference: [docs.auto.dev/v2/cli-mcp-sdk](https://docs.auto.dev/v2/cli-mcp-sdk)

Network accessline 34

Full reference: [docs.auto.dev/v2/cli-mcp-sdk](https://docs.auto.dev/v2/cli-mcp-sdk)

Network accessline 78

Install this skill: https://github.com/drivly/auto-dev-skill

Network accessline 85

For direct API usage, sign up at [auto.dev](https://auto.dev) and get your key

Network accessline 86

from the [dashboard](https://auto.dev/dashboard):

Access to secretsline 89
```
[Credential-related source omitted]
```

Network accessline 96

Instead of reading API docs and crafting curl commands, just describe what you need:

Network accessline 146

All plans charge per-call data fees on every request. Growth and Scale have no cap on call volume — requests are never throttled or blocked — but data fees still apply. See [auto.dev/pricing](https://www.auto.dev/pricing) for per-call costs

Network accessline 224

- [Auto.dev API Docs](https://docs.auto.dev/)

Network accessline 225

- [Auto.dev Pricing](https://www.auto.dev/pricing)

Network accessline 226

- [Auto.dev Dashboard](https://auto.dev/dashboard)

Network accessline 234

<p align="center">   If this skill saves you time, <a href="https://github.com/drivly/auto-dev-skill">give it a star</a> — it helps other developers find it.

Network accessline 235

If this skill saves you time, <a href="https://github.com/drivly/auto-dev-skill">give it a star</a> — it helps other developers find it.

`SKILL.md`

Network accessline 15

- sdk   - cli homepage: https://github.com/drivly/auto-dev-skill

Network accessline 16

- cli homepage: https://github.com/drivly/auto-dev-skill metadata:

Network accessline 17

homepage: https://github.com/drivly/auto-dev-skill

Access to secretsline 21
```
[Credential-related source omitted]
```
Network accessline 47
```
[Credential-related source omitted]
```
Access to secretsline 47
```
[Credential-related source omitted]
```

Network accessline 48

If not set: ask the user for it or direct them to https://auto.dev/pricing (the Free plan needs no card).

Network accessline 115

Full CLI reference: https://docs.auto.dev/v2/cli-mcp-sdk

Network accessline 123
```
[Credential-related source omitted]
```
Network accessline 124
```
[Credential-related source omitted]
```

Network accessline 189

**MCP or CLI:** use `auto_docs [query]` or `auto docs [query]` for live parameter lookup. Full reference: https://docs.auto.dev/v2/cli-mcp-sdk

Network accessline 190

Full reference: https://docs.auto.dev/v2/cli-mcp-sdk

`app-scaffolding.md`

Access to secretsline 41
```
[Credential-related source omitted]
```

`code-patterns.md`

Access to secretsline 14
```
[Credential-related source omitted]
```
Access to secretsline 88
```
[Credential-related source omitted]
```
Access to secretsline 89
```
[Credential-related source omitted]
```

Network accessline 95

// lib/autodev.ts const AUTODEV_V2_BASE = 'https://api.auto.dev';

Network accessline 96

const AUTODEV_V2_BASE = 'https://api.auto.dev';

Network accessline 97

const AUTODEV_V1_BASE = 'https://auto.dev/api';

Access to secretsline 111
```
[Credential-related source omitted]
```
Access to secretsline 112
```
[Credential-related source omitted]
```

Network accessline 119

const res = await fetch(url.toString(), {

Network accessline 156

AUTODEV_V2_BASE = 'https://api.auto.dev'

Network accessline 157

AUTODEV_V1_BASE = 'https://auto.dev/api'

Access to secretsline 169
```
[Credential-related source omitted]
```
Access to secretsline 170
```
[Credential-related source omitted]
```
Access to secretsline 171
```
[Credential-related source omitted]
```
Access to secretsline 178
```
[Credential-related source omitted]
```
Access to secretsline 180
```
[Credential-related source omitted]
```

Network accessline 182

response = requests.get(f'{base}{endpoint}', headers=headers, params=query_params)

`examples.md`

Network accessline 9

GET https://api.auto.dev/listings?vehicle.make=Mazda&vehicle.model=CX-90&retailListing.price=1-60000&retailListing.state=FL

Network accessline 39

},   "retailListing": {     "carfaxUrl": "https://www.carfax.com/VehicleHistory/p/Report.cfx?vin=JM3KKAHD5T1379650&partner=FRD_2",

Network accessline 40

"retailListing": {     "carfaxUrl": "https://www.carfax.com/VehicleHistory/p/Report.cfx?vin=JM3KKAHD5T1379650&partner=FRD_2",     "city": "Wesley Chapel",

Network accessline 41

"carfaxUrl": "https://www.carfax.com/VehicleHistory/p/Report.cfx?vin=JM3KKAHD5T1379650&partner=FRD_2",

Network accessline 45

"photoCount": 0,     "price": 39520,     "primaryImage": "https://retail.photos.vin/JM3KKAHD5T1379650-1.jpg",

Network accessline 46

"price": 39520,     "primaryImage": "https://retail.photos.vin/JM3KKAHD5T1379650-1.jpg",     "state": "FL",

Network accessline 47

"primaryImage": "https://retail.photos.vin/JM3KKAHD5T1379650-1.jpg",

Network accessline 48

"state": "FL",     "vdp": "https://www.lithia.com/catcher.esl?vin=JM3KKAHD5T1379650"   }

Network accessline 49

"vdp": "https://www.lithia.com/catcher.esl?vin=JM3KKAHD5T1379650"

Network accessline 77

GET https://api.auto.dev/vin/JM3KKAHD5T1379650

Network accessline 126

GET https://api.auto.dev/payments/JM3KKAHD5T1379650?price=39520&zip=33132&downPayment=5000&loanTerm=60

Network accessline 194

GET https://api.auto.dev/recalls/1FMUK7DHXSGA27345

Network accessline 236

GET https://api.auto.dev/tco/1C4SJVBP5RS114977?zip=33132

`glama.json`

Network accessline 1

{   "$schema": "https://glama.ai/mcp/schemas/server.json",

Network accessline 2

"$schema": "https://glama.ai/mcp/schemas/server.json",

`integration-recipes.md`

Access to secretsline 81
```
[Credential-related source omitted]
```
Network accessline 113
```
await fetch(webhookUrl, {
```
Access to secretsline 139
```
[Credential-related source omitted]
```
Access to secretsline 208
```
[Credential-related source omitted]
```

Network accessline 233

if (callback) {       await fetch(callback, {

Network accessline 234
```
await fetch(callback, {
```
Access to secretsline 257
```
[Credential-related source omitted]
```

Network accessline 265

const url = `https://api.auto.dev/listings`

Network accessline 271
```
[Credential-related source omitted]
```
Network accessline 272
```
[Credential-related source omitted]
```

Network accessline 273

const response = UrlFetchApp.fetch(url, {

Access to secretsline 274
```
[Credential-related source omitted]
```

`pricing.md`

Network accessline 60

- **All plans and sign-up:** https://www.auto.dev/pricing

`v1-apis.md`

Network accessline 5
```
Base URL: `https://auto.dev/api`
```

`v2-listings-api.md`

Network accessline 3

## Search Listings **GET** `https://api.auto.dev/listings`

Network accessline 4
```
**GET** `https://api.auto.dev/listings`
```

Network accessline 73

"state": "FL", "zip": "string",       "used": false, "cpo": false,       "vdp": "https://...", "carfaxUrl": "https://...",

Network accessline 74

"used": false, "cpo": false,       "vdp": "https://...", "carfaxUrl": "https://...",       "primaryImage": "https://...", "photoCount": 12

Network accessline 75

"vdp": "https://...", "carfaxUrl": "https://...",

Network accessline 76

"primaryImage": "https://...", "photoCount": 12

Network accessline 84

## Get Single Listing **GET** `https://api.auto.dev/listings/{vin}`

Network accessline 85

**GET** `https://api.auto.dev/listings/{vin}`

`v2-plate-api.md`

Network accessline 3

**GET** `https://api.auto.dev/plate/{state}/{plate}`

`v2-vin-apis.md`

Network accessline 3

All endpoints: `https://api.auto.dev/{endpoint}/{vin}`

Network accessline 43

"data": {     "retail": [       "https://api.auto.dev/photos/retail/{vin}-1.jpg",

Network accessline 44

"retail": [       "https://api.auto.dev/photos/retail/{vin}-1.jpg",       "https://api.auto.dev/photos/retail/{vin}-2.jpg"

Network accessline 45

"https://api.auto.dev/photos/retail/{vin}-1.jpg",

Network accessline 46

"https://api.auto.dev/photos/retail/{vin}-2.jpg"

How the signals fit together

Facts from a static read of the files at the pinned commit. They describe what the code does, not why.

Some files could not be read; the facts below still hold.

Signal confidence: 101 facts

Network access in prose of documentationCODE_OF_CONDUCT.md:41Low confidence
Network access in prose of documentationCONTRIBUTING.md:9Low confidence
Network access in prose of documentationCONTRIBUTING.md:11Low confidence
Network access in prose of documentationCONTRIBUTING.md:66Low confidence
Network access in prose of documentationCONTRIBUTING.md:67Low confidence
Network access in prose of documentationREADME.md:7Low confidence
Network access in prose of documentationREADME.md:8Low confidence
Network access in prose of documentationREADME.md:9Low confidence
Network access in prose of documentationREADME.md:10Low confidence
Network access in prose of documentationREADME.md:11Low confidence
Network access in prose of documentationREADME.md:12Low confidence
Network access in prose of documentationREADME.md:13Low confidence
Network access in prose of documentationREADME.md:14Low confidence
Network access in prose of documentationREADME.md:17Low confidence
Network access in prose of documentationREADME.md:18Low confidence
Network access in prose of documentationREADME.md:21Low confidence
Network access in prose of documentationREADME.md:22Low confidence
Network access in prose of documentationREADME.md:33Low confidence
Network access in prose of documentationREADME.md:34Low confidence
Network access in code of documentationREADME.md:78Low confidence
Network access in prose of documentationREADME.md:85Low confidence
Network access in prose of documentationREADME.md:86Low confidence
Access to secrets in code of documentationREADME.md:89Low confidence
Network access in prose of documentationREADME.md:96Low confidence
Network access in prose of documentationREADME.md:146Low confidence
Network access in prose of documentationREADME.md:224Low confidence
Network access in prose of documentationREADME.md:225Low confidence
Network access in prose of documentationREADME.md:226Low confidence
Network access in prose of documentationREADME.md:234Low confidence
Network access in prose of documentationREADME.md:235Low confidence
Network access in the frontmatter of the SKILL.mdSKILL.md:15Low confidence
Network access in the frontmatter of the SKILL.mdSKILL.md:16Low confidence
Network access in the frontmatter of the SKILL.mdSKILL.md:17Low confidence
Access to secrets in the frontmatter of the SKILL.mdSKILL.md:21Low confidence
Network access in prose of the SKILL.mdSKILL.md:47Low confidence
Access to secrets in prose of the SKILL.mdSKILL.md:47Low confidence
Network access in prose of the SKILL.mdSKILL.md:48Low confidence
Network access in prose of the SKILL.mdSKILL.md:115Low confidence
Network access in prose of the SKILL.mdSKILL.md:123Low confidence
Network access in prose of the SKILL.mdSKILL.md:124Low confidence
Network access in prose of the SKILL.mdSKILL.md:189Low confidence
Network access in prose of the SKILL.mdSKILL.md:190Low confidence
Access to secrets in code of documentationapp-scaffolding.md:41Low confidence
Access to secrets in code of documentation: a variable, placeholder or call, not a stored valuecode-patterns.md:14Low confidence
Access to secrets in code of documentationcode-patterns.md:88Low confidence
Access to secrets in code of documentationcode-patterns.md:89Low confidence
Network access in code of documentationcode-patterns.md:95Low confidence
Network access in code of documentationcode-patterns.md:96Low confidence
Network access in code of documentationcode-patterns.md:97Low confidence
Access to secrets in code of documentation: a variable, placeholder or call, not a stored valuecode-patterns.md:111Low confidence

and 51 more

Works with

Agent compatibility, from the files in this repository
Agent	Status	Evidence	Install to
Claude Code	Compatible	Standard SKILL.md SKILL.md	`.claude/skills/<skill-name>/`
Codex	Compatible	Standard SKILL.md SKILL.md	`.agents/skills/<skill-name>/`
Cursor	Compatible	Standard SKILL.md SKILL.md	`.cursor/skills/<skill-name>/`
Gemini CLI	Compatible	Standard SKILL.md SKILL.md	`.gemini/skills/<skill-name>/`
GitHub Copilot	Compatible	Standard SKILL.md SKILL.md	`.github/skills/<skill-name>/`
OpenCode	Compatible	Standard SKILL.md SKILL.md	`.opencode/skills/<skill-name>/`

Native The repository ships a manifest, folder or frontmatter field for this agent.
Compatible A standard SKILL.md that this agent can read.
Unknown No evidence either way.

Derived automatically from paths, manifests and frontmatter. Not tested on each agent.

drivly/auto-dev-skill

History

SKILL.md

Share this page

Heat

Stars over time

Individual skills in this repository

How it works

auto-dev

Frontmatter

SKILL.md

Reference documents

The playbook

Files

Skills included

Repository facts

Before you install

.gitignore

CODE_OF_CONDUCT.md

CONTRIBUTING.md

README.md

SKILL.md

app-scaffolding.md

code-patterns.md

examples.md

glama.json

integration-recipes.md

pricing.md

v1-apis.md

v2-listings-api.md

v2-plate-api.md

v2-vin-apis.md

How the signals fit together

Works with

You might also use

dpearson2699/swift-ios-skills

matlab/matlab-agentic-toolkit

sno-ai/sno-station-skills

dongshuyan/compass-skills

mxyhi/ok-skills

tobihagemann/turbo

`SKILL.md`

`.gitignore`

`CODE_OF_CONDUCT.md`

`CONTRIBUTING.md`

`README.md`

`SKILL.md`

`app-scaffolding.md`

`code-patterns.md`

`examples.md`

`glama.json`

`integration-recipes.md`

`pricing.md`

`v1-apis.md`

`v2-listings-api.md`

`v2-plate-api.md`

`v2-vin-apis.md`