Analyze vehicle videos for motion-based issues and combined audio-visual diagnosis
Analyze vehicle videos for motion-based issues and combined audio-visual diagnosis
npx skills add https://github.com/hmls-autos/hmls --skill video-diagnosis复制此命令并粘贴到 Claude Code 中以安装该技能
This skill should be used when a customer asks "how much for...", "what would it cost...", "I need an estimate for...", "price for brakes/oil change/repair", or describes symptoms (squealing, grinding, overheating, won't start, check engine light) that need diagnosis and pricing. Covers maintenance, brakes, electrical, suspension, cooling, AC, exhaust, and tire services with labor time lookup, parts pricing, vehicle class adjustments, and bundled service recommendations.
This skill should be used whenever the customer wants to book service, pick a time, reschedule, or cancel — and any time you need to know what stage of the lifecycle an order is at. Covers the full order state machine, the chat-flow path, the legacy portal/PDF path, and the auto-dispatch behavior (Uber-style mechanic assignment).
Interpret vehicle sounds to diagnose mechanical problems
Synthesize all diagnostic inputs to provide complete vehicle assessment
Interpret OBD-II diagnostic trouble codes and provide diagnostic guidance
Analyze vehicle photos to identify damage, wear, leaks, and mechanical issues
| name | video-diagnosis |
| description | Analyze vehicle videos for motion-based issues and combined audio-visual diagnosis |
Use this skill when the customer provides video recordings of their vehicle.
Use the extractVideoFrames tool to capture key frames for visual analysis.
If the video has audio, use the transcribeAudio tool to analyze sounds.
Look for issues that require motion to observe.
Request frames at key moments:
For timing:
When analyzing video, provide:
"I've analyzed your video of the steering wheel shake:
Visual Findings: The steering wheel oscillates approximately 1-2 inches side to side at highway speed.
Motion Analysis: The vibration appears speed-dependent (worse at 60+ mph) and is not affected by braking in this clip.
Combined Assessment: This pattern is consistent with wheel balance issues or tire irregularities. The frequency of oscillation suggests front wheel imbalance.
Severity: Medium - Safe to drive but should be addressed for comfort and tire longevity.
Recommended Action:
Can you send a video showing the shake while braking? This will help rule out warped rotors."
