Hardware Diagnostic & Resolution Assistant
Diagnose hardware issues in seconds, generate instant troubleshooting guides
What You Can Do
Transform vague hardware symptoms into precise diagnoses and actionable troubleshooting steps. Analyze support tickets, prioritize by severity and resolution complexity, and automatically generate knowledge base articles with root cause analysis. Your support team gets faster resolutions while you build a self-healing knowledge base of proven solutions.
Features
Convert user descriptions into structured diagnostic trees with confidence scores
Create step-by-step procedures ranked by likelihood to resolve
Score tickets by urgency, complexity, and estimated resolution time
Capture underlying issues and preventative measures for each resolution
Transform resolutions into searchable, reusable knowledge articles
Identify when issues require engineering or hardware replacement
Log outcomes and correlate with symptom patterns for continuous improvement
Generate different guidance for end-users, technicians, and engineers
Example Output
Example 1: Symptom Diagnosis
Input: "Laptop shuts down randomly after 15 minutes. Fan sounds loud. Battery drains fast."
Output:
Primary Diagnosis: Thermal Shutdown (Confidence: 92%)
Secondary: Battery degradation (Confidence: 45%)
Tertiary: Motherboard fault (Confidence: 12%)
Troubleshooting Steps:
1. Clear dust from vents (5 min) → 60% resolution rate
2. Reinstall thermal paste (20 min) → 75% if thermal issue
3. Test battery health (5 min) → Confirms battery problem
4. Run hardware diagnostics (10 min) → Confirms fault
Example 2: Ticket Prioritization
Input: Queue of 12 support tickets
Output:
- 🔴 P1 - 24 min avg: Network card not detected (driver issue)
- 🟠 P2 - 45 min avg: Monitor flickering (cable/driver)
- 🟡 P3 - 2 hr avg: SSD not recognized (likely hardware)
- 🔵 P4 - 30 min avg: Keyboard keys not responding (cache clear)
Example 3: Knowledge Article
Generated from resolved ticket:
# Fixing "Application Crashes Without Warning"
## Symptoms
- App closes unexpectedly
- No error dialog appears
- Occurs after 10–30 minutes of use
## Root Cause
Defective RAM sector causing memory corruption
## Resolution
1. Reseat RAM modules (5 min)
2. Run MemTest86+ for 3 iterations (1 hr)
3. Replace RAM if errors detected
## Prevention
Monitor Event Viewer for page faults monthly
What's Included
- SKILL.md: Complete diagnostic decision tree, symptom-to-diagnosis templates, and troubleshooting guide generator
- Troubleshooting template: Standard format with timing estimates and success rates per step
- Ticket triage checklist: Severity scoring rubric and escalation decision matrix
- Knowledge article template: Reusable format: symptoms, root cause, resolution, prevention
- Diagnostic flowchart reference: Common hardware issues mapped to symptom patterns
- Escalation criteria guide: When to involve engineering, vendor support, or order replacements
Who It's For
- IT Help Desk Technicians — Diagnose issues faster and handle more tickets per shift
- Support Desk Managers — Triage queues intelligently and track team performance metrics
- System Administrators — Document recurring issues and reduce repeat tickets
- Field Service Technicians — Generate on-site troubleshooting guides with confidence scores
- IT Service Desk Supervisors — Train staff on systematic diagnosis and knowledge capture
Best For
- Rapid hardware diagnosis — Turn symptom descriptions into diagnostic decision trees in seconds
- Ticket triage and prioritization — Auto-score tickets by urgency and resolution complexity
- Knowledge base creation — Convert every resolution into searchable, reusable articles
- Support team scaling — Enable junior staff to handle complex issues with structured guidance
- Trend analysis — Identify recurring hardware patterns and plan preemptive replacements
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