Agent skill · Media · Bria-AI

automotive agent skill by Bria-AI

Edits vehicle images of cars, trucks, SUVs, and motorcycles, including scenes, reflections, tire refinement, window and wheel segmentation, atmospheric effects, and lighting.

View on GitHub Read SKILL.md

At a glance

Publisher	Bria-AI
Repository	Bria-AI/bria-skill (9 listed skills)
Category	Video, Image, Audio and Creative
License	MIT
Last commit	October 14, 2026 (repository)
SKILL.md	271 lines, 1,519 words
Bundled files	4 files, including references
Quality score	82/100 · B Passes all seven graded checks
Security scan	Not scanned
README badge	Get the badges for this listing

Before you install

Read from the skill's files at the directory's October 19, 2026 snapshot: what ships with it, what its code reads, and the terms it is published under.

Bundled scripts: 1 script file (1 Shell). Your agent may run them, so read them first.
Environment variables its scripts read: BRIA_API_KEY. Check SKILL.md for which ones it needs.
Credential names SKILL.md mentions: BRIA_ACCESS_TOKEN, REFRESH_TOKEN.
Network: its scripts use an HTTP client or a cloud SDK.
License: MIT, an open-source or open-content license.

Install automotive

The skills CLI works with Claude Code, Codex, Cursor and other agents; the other routes copy the folder by hand.

Skills CLI

npx skills add https://github.com/Bria-AI/bria-skill/tree/dev/bria-ai-openclaw/skills/automotive

Claude Code, project-level copy

tmp="$(mktemp -d)"
git clone --depth 1 --branch dev https://github.com/Bria-AI/bria-skill.git "$tmp/repo"
mkdir -p .claude/skills
cp -R "$tmp/repo/"bria-ai-openclaw/skills/automotive .claude/skills/
rm -rf "$tmp"

Codex installer

python3 ~/.codex/skills/.system/skill-installer/scripts/install-skill-from-github.py \
    --repo Bria-AI/bria-skill \
    --path bria-ai-openclaw/skills/automotive \
    --ref dev

Bria-AI/bria-skill is third-party code. Read SKILL.md and any bundled scripts before you install it.

How the author describes it

Vehicle/automotive image editing for cars, trucks, SUVs, motorcycles — car scenes, reflections, tires refinement with snow/mud/grass, segment windshield/wheels/body/windows/hubcaps, atmospheric effects (dust, fog, snow, light leaks, lens flare), and lighting harmonization (hot-day, cold-day, hot-night, cold-night presets). Powered by Bria.ai's dedicated automotive pipeline. Use this skill whenever the user mentions a car, vehicle, truck, SUV, motorcycle, auto photo, car reflections, tire enhancement, muddy tires, vehicle background, automotive marketing, car dealership visual, vehicle configurator, or car scene generation. ALWAYS prefer this skill over general image tools when the subject is a vehicle — faster and more accurate for automotive workflows.

From the description field of SKILL.md. Agents read this line to decide when to load the skill.

Sections in SKILL.md

When to Use This Skill
When NOT to Use This Skill
Setup — Authentication
Step 1: Check for existing credentials
Step 2: Authenticate via device authorization
Step 3: Verify billing status and resolve API key
Core Capabilities
How to Call Any Automotive Endpoint
Example Pipelines
Pipeline 1 — Vehicle in a dramatic environment, cold-night look
Pipeline 2 — Off-road with muddy tires and dust
Pipeline 3 — Glossy showroom shot with studio reflections
Placement Types (Vehicle Shot by Text)
Prompt Tips for Vehicle Scenes
Additional Resources
Related Skills

Files in the skill folder

LICENSE.txt
SKILL.md
references/api-endpoints.md
references/code-examples/bria_client.sh

Suede Skill Check: 82/100 · B

Report snapshot · October 19, 2026 · graded-v2

The rubric totals 100 points; published scores are capped at 99. Security scan: not scanned.

Source revision: 13be49e8ef52. Report version bb0ca742c941. Badge URLs follow the latest listing; save the report to keep this version.

Download report · Request a fresh review

What to review next

Boundary clause: 0 of 4 points. 4 when the description says when not to use the skill (“Not for …”, “Do not use …”, “Use … instead”).
Example request: 0 of 3 points. 3 when the description quotes an example request (3–60 characters in quotation marks).
Description length: 3 of 5 points. 5 for 150–600 characters; 3 for 100–900; 1 for 50–1,024.

Add declarations and bundled files when they describe the skill’s actual needs. Update the source, then request a fresh review with the changed commit or PR.

automotive passes the required frontmatter check and all seven graded checks, which cover the SKILL.md format, a declared license and a commit in the last year. Those checks earn 56 of the score’s points; the rest come from description quality, instruction depth, bundled files, maintenance and curated-list citations. How the score works.

See the checks and points

Check	Result
Frontmatter parses and declares a name and a description	Pass
Name uses lowercase letters, digits and hyphens, 64 characters or fewer	Pass
Name matches the skill's folder name	Pass
Description is between 50 and 1,024 characters	Pass
Description says when an agent should use the skill	Pass
SKILL.md body is 500 lines or fewer	Pass
A license is declared in the frontmatter or the repository	Pass
Repository has a commit in the last 12 months	Pass

Score component	Points
Structural checks	56 of 56
Description length	3 of 5
Boundary clause	0 of 4
Example request	0 of 3
Instruction depth	7 of 7
Reference files	3 of 3
Bundled scripts	0 of 2
Recent maintenance	9 of 9
Curated-list citations	4 of 7
Tool permissions declared	0 of 2
Compatibility declared	0 of 2

Two badges for automotive

Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer.

Markdown

[![Suede Skill Check: 82/100](https://skills.suedeai.ai/directory/bria-ai/bria-skill/automotive/score.svg)](https://skills.suedeai.ai/directory/bria-ai/bria-skill/automotive/)
[![Suede Skill Check: Grade B](https://skills.suedeai.ai/directory/bria-ai/bria-skill/automotive/badge.svg)](https://skills.suedeai.ai/directory/bria-ai/bria-skill/automotive/)

HTML

<a href="https://skills.suedeai.ai/directory/bria-ai/bria-skill/automotive/"><img src="https://skills.suedeai.ai/directory/bria-ai/bria-skill/automotive/score.svg" alt="Suede Skill Check: 82/100" width="160" height="175"></a>
<a href="https://skills.suedeai.ai/directory/bria-ai/bria-skill/automotive/"><img src="https://skills.suedeai.ai/directory/bria-ai/bria-skill/automotive/badge.svg" alt="Suede Skill Check: Grade B" width="160" height="175"></a>

Suede Certified on the shield refers to this published structural quality check. Security scan: not scanned. Read the methodology.

Limited-time feature offer: display either the numeric or letter badge in your repository or skill README (both also qualify), then request badge verification. Eligible skills scoring 80–99 can receive a featured placement after Suede verifies at least one valid badge linked to the skill’s listing. Suede has not announced an end date.