Synthesize all diagnostic inputs to provide complete vehicle assessment
Synthesize all diagnostic inputs to provide complete vehicle assessment
npx skills add https://github.com/hmls-autos/hmls --skill comprehensive-diagnosis이 명령을 Claude Code에 복사하여 붙여넣어 스킬을 설치하세요
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
Interpret OBD-II diagnostic trouble codes and provide diagnostic guidance
Analyze vehicle photos to identify damage, wear, leaks, and mechanical issues
Analyze vehicle videos for motion-based issues and combined audio-visual diagnosis
| name | comprehensive-diagnosis |
| description | Synthesize all diagnostic inputs to provide complete vehicle assessment |
Use this skill when you have multiple types of input (photos, audio, video, OBD codes) and need to synthesize a complete diagnosis.
Collect findings from all input types:
Look for connections between different inputs:
Many vehicle problems cascade:
Identify the original problem that caused the chain of issues.
When providing a comprehensive diagnosis, structure as follows:
Brief overview of the main issue(s) found.
What was observed across all inputs.
The main issue identified:
Other problems found (if any):
If issues are related, explain the chain of causation.
"## Comprehensive Diagnosis Report
Your vehicle has a failing wheel bearing (right front) and worn brake pads on the front axle. The grinding noise you recorded is primarily the wheel bearing, not the brakes.
Confidence: High
The sound characteristics (speed-dependent, changes with turning) combined with the steering vibration are textbook wheel bearing symptoms. The noise being louder when turning right indicates the right side bearing, as this loads weight onto the failing bearing.
Severity: High - Wheel bearings can seize, causing loss of vehicle control.
Confidence: High
The photos show approximately 3mm of pad material remaining. While not immediately dangerous, replacement should be scheduled.
Severity: Medium - Good for another 2,000-3,000 miles with normal driving.
These issues are not related. The wheel bearing failure is likely due to age/mileage. The brake wear is normal maintenance.
After wheel bearing replacement, test drive at highway speed to confirm noise is resolved. Monitor brake feel and schedule pad replacement before wear indicators contact rotors."
