SkillsLib.ai

Mechanical System Diagnostics and Work Order Generator

Diagnose mechanical systems and generate professional work orders instantly

3.5(6 reviews)
100+ downloads
Updated Oct 2026

What You Can Do

Analyze equipment failures, identify root causes, and create detailed work orders with labor estimates, parts lists, and safety procedures. You provide symptoms and equipment details, and Claude generates comprehensive diagnostics with prioritized repair steps and formal documentation ready for technician assignment.

Features

Automated Diagnostics

Analyzes equipment symptoms to identify likely failure points across HVAC, industrial machinery, automotive, and facility systems

Work Order Generation

Creates detailed work orders with task breakdown, estimated labor hours, required parts, and step-by-step procedures

Parts List Creation

Generates comprehensive parts lists with OEM numbers, quantities, and cost estimates based on identified issues

Safety Recommendations

Includes hazard warnings, required PPE, lockout/tagout procedures, and compliance checkpoints for each repair

Labor Estimation

Calculates realistic labor hours by task type and complexity, helping with scheduling and job costing

Priority Ranking

Ranks issues by severity and operational impact, helping you address critical repairs first

Maintenance Pattern Detection

Tracks recurring issues across multiple work orders to predict future failures and recommend preventive steps

Example Output

Example 1: HVAC Compressor Failure

Work Order #WO-2026-08-1247 Equipment: Commercial HVAC Compressor (Copeland 5D3A-300) Symptoms: Reduced cooling capacity, higher discharge pressure

Diagnosis: Oil slugging due to improper refrigerant charge Priority: High (impacts facility comfort) Estimated Labor: 6 hours

Tasks:

  1. Recover refrigerant (2 hours) - requires EPA Type 1 certification
  2. Inspect and clean condenser coils (1.5 hours)
  3. Replace expansion device (1 hour)
  4. Recharge system to specification (1.5 hours)

Parts Required: Expansion valve ($45), Refrigerant 410A ($120), compressor oil ($35)


Example 2: Industrial Pump Bearing Wear

Work Order #WO-2026-08-1248 Equipment: Centrifugal Pump (Goulds 3196 MTX) Symptoms: Increasing vibration, audible grinding noise

Diagnosis: Bearing failure due to wear, lubrication starvation likely Priority: Critical (imminent failure risk) Estimated Labor: 4 hours

Tasks:

  1. Isolation and lockout (30 min)
  2. Bearing replacement (2 hours)
  3. Alignment verification (1 hour)
  4. Lubrication and test run (30 min)

Required Safety: Confined space entry procedures, bearing press equipment needed

What's Included

  • Diagnostic Analysis Engine: Symptom-to-root-cause reasoning that considers equipment type, operating conditions, and maintenance history
  • Professional Work Order Template: Formatted documentation suitable for technician assignment, including task sequence and prerequisites
  • Parts and Materials Catalog: Integration with common OEM part numbers and cost estimation for repair budgeting
  • Safety Protocol Checker: Automatic inclusion of relevant safety procedures, PPE requirements, and regulatory compliance notes
  • Labor Hours Calculator: Estimates based on task type and complexity, including buffer time for complications

Who It's For

  • Maintenance Technicians
  • Facility Managers
  • Service Dispatch Coordinators
  • Equipment Operations Supervisors

Best For

  • Rapid equipment troubleshooting
  • Work order documentation and standardization
  • Preventive maintenance scheduling
  • Labor and parts cost estimation

You might also like

Experiment Design & Statistical Analysis for Research Engineers
$45
Experiment Design & Statistical Analysis for Research Engineers

You can design statistically valid experiments with proper power analysis, choose the right statistical tests for your data type, analyze results while controlling for multiple comparisons, and generate publication-ready reports with accurate interpretation of findings. Claude helps you avoid common statistical pitfalls and ensures your experimental claims are well-supported by evidence.

Analytics Documentation Generator
$25
Analytics Documentation Generator

This skill automatically documents your entire analytics infrastructure by analyzing data sources, transformations, and outputs. You'll generate production-ready data dictionaries with field definitions, lineage maps showing data flow across systems, and transformation documentation that explains logic and dependencies. Save weeks of manual documentation work while keeping your analytics stack discoverable as it evolves.

BI Data Quality Investigator
$30
BI Data Quality Investigator

You'll systematically diagnose data quality problems by developing structured root cause analysis frameworks, calculating the true business impact, and creating reproducible validation tests. This skill walks you through hypothesis-driven investigation, data lineage analysis, and remediation planning — turning data issues into documented fixes and preventive measures.

Data Quality Test Framework Builder
$35
Data Quality Test Framework Builder

You'll build comprehensive data quality test suites that validate transformations, detect anomalies, and document standards across your dbt and SQL pipelines. This skill generates production-ready test configurations, anomaly detection protocols, and validation rules that catch data issues before they impact analytics.

HEOR Evidence Synthesis & Dossier Builder
$35
HEOR3.6(5)
HEOR Evidence Synthesis & Dossier Builder

You can rapidly compile, organize, and format disparate health economic evidence—from clinical trials to cost-effectiveness analyses—into structured, regulatory-compliant dossiers. This skill maps your evidence to specific payer and HTA requirements, automatically generates evidence hierarchies, and produces submission-ready dossier outlines with formatting that meets regulatory standards for NICE, EUnetHTA, and other major bodies.

Payer Evidence Synthesis & HTA Builder
$30
Payer4.0(3)
Payer Evidence Synthesis & HTA Builder

You can structure comprehensive health technology assessments (HTAs) that organize clinical evidence, economic analyses, and regulatory considerations into evidence-based coverage recommendations. This skill helps you synthesize clinical trial data, health economic models, and real-world evidence into clear, defensible payer coverage determinations. You'll generate professional HTA reports that align with major frameworks like ICER, CADTH, and NICE standards.

Setup Agent Tail
$45
Monitoring4.4(48)
Setup Agent Tail

This skill detects your project framework (Vite, Next.js, plain Node, or monorepo) and automatically configures agent-tail to pipe dev server and browser console logs into unified log files. You'll get a proposed configuration tailored to your setup, install agent-tail with the correct plugins, and have logs immediately available for AI agents to consume and analyze.

ML Infrastructure Failure Analysis & Optimization
$25
ML Infrastructure Failure Analysis & Optimization

This skill helps you systematically diagnose failures in distributed ML training and serving infrastructure. You provide system logs, metrics, and error traces, and Claude performs structured root-cause analysis to identify the underlying issue—whether it's resource exhaustion, distributed system deadlock, data pipeline corruption, or model serving misconfiguration. You get a detailed diagnosis with remediation steps ranked by likelihood and implementation effort.

$25.00