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robdtaylor/personal-ai-infrastructure

Skills indexed from this repository, with install-style signals scoped to the repo.
27 skills0 GitHub stars0 weekly installsTypeScriptGitHubOwner profile

Overview

This skill generates standardized CNC setup sheets tailored to MNMUK machine shop equipment, including DMG MORI mills/lathes, CITIZEN Swiss, MITSUBISHI EDM, and HAAS cells. It reduces setup time, captures tribal knowledge, and enforces consistent documentation for tooling, workholding, offsets, and first-off checks. Use natural triggers like "setup sheet" or "new job" to activate.

How this skill works

When asked to create a setup, the skill asks for machine and job details if not provided, selects the matching machine template, and pre-fills known fields (machine model, program number, typical coolant and tooling). It highlights fields that require operator input, inserts critical first-off inspection checks, and appends relevant tips and known issues from tribal knowledge. Output is a ready-to-use setup sheet you can copy into shop systems or print for the floor.

When to use it

  • User says "setup sheet", "create setup", or "new job" for any CNC operation
  • Preparing first-off or prototype runs on DMG MORI, Haas, Citizen, Mitsubishi, or Hardinge machines
  • Creating a tooling list, workholding diagram, or fixture setup for a job
  • Documenting setup changes, known issues, or operator tips for repeatability
  • Recording cycle time and first-off inspection results for process control

Best practices

  • Review the drawing and previous setup sheets before starting
  • Gather tooling, fixtures, gauges and verify program revision first
  • Document deviations and update the sheet after the first-off inspection
  • Run the first part at reduced feed and record actual cycle time
  • Capture photos and operator tips to add to tribal knowledge for repeat jobs

Example use cases

  • Create a setup sheet for NLX2500 turning operation with bar feeder and live tooling
  • Generate a 5-axis milling setup for DMG MORI NMV3000 including CELOS coolant settings
  • Produce a Citizen Swiss sliding-head setup with guide bushing, LFV or laser parameters
  • Prepare a Wire EDM setup sheet with wire type, tension and flushing settings
  • Document a Haas mini mill quick-turn setup for prototype transfer to production

FAQ

At minimum provide part number, machine model, and program number; the skill will prompt for missing details like tooling, offsets, and clamping torque.

Can the sheet include operator tips and past issues?

Yes. The skill pulls tribal knowledge entries and known issues and adds them to the sheet; include additional tips during setup to enrich future runs.

27 skills

cncsetup
Automation

This skill generates standardized CNC setup sheets for various machines, reducing setup time and errors by capturing essential parameters and tooling.

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automotivegm
Analytics

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structuralfea
Ai

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ApiDockerDocsPython+3
healthsafety
Docs

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OperationsPlanningProductivitySecurity+1
damperassembly
Ai

This skill guides damper assembly, testing, and troubleshooting for DSSV dampers, helping operators achieve consistent fills, charges, and pass-fail criteria.

DocsOperationsTestingTypescript+1
assemblyoperations
Ai

This skill provides comprehensive assembly guidance for LVA and FML, covering kitting, torque, poka-yoke, line setup, SMED, and traceability.

DocsOperationsPlanningProduct+1
directorofoperations
Analytics

This skill provides direct operational critique from a multi-plant automotive perspective, enforcing first-principles problem solving and manufacturability

DesignOperationsPlanningProduct+2
costengineering
Ai

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AnalyticsDataOperationsPlanning+2
commercialsales
Ai

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AutomationOperationsProductSales+1
automotiveproductplanning
Planning

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ProductResearchStrategyTypescript
automotivemanufacturing
Ai

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DocsOperationsWritingTypescript
pfmea
Ai

This skill generates AIAG-VDA compliant PFMEAs with RPN, ratings, and countermeasures for MNMUK processes, integrating with related skills.

AnalyticsOperationsPlanningProduct+1
hoshinkanri
Ai

This skill helps you design and cascade strategic objectives with X-Matrix, catchball, and bowling charts to align shop floor execution.

AnalyticsOperationsPlanningStrategy+1
internalaudit
Ai

This skill helps you plan and conduct IATF 16949 internal audits, generate checklists, log findings, and drive corrective actions efficiently.

AnalyticsAutomationDocsProductivity+1
shippinglogistics
Analytics

This skill helps you navigate UK, US, and Canadian shipping, customs, and landed costs with automotive expertise to ensure compliant, cost-efficient imports.

DocsOperationsTypescript
skillsmatrix
Analytics

This skill helps track operator competencies, plan training, and ensure coverage for IATF 16949 compliance across machines and shifts.

DataDocsMonitoringObservability+3
plantcapability
Ai

This skill provides instant feasibility checks and optimal machine recommendations for part quotes, matching requirements to MNMUK plant capabilities.

AnalyticsApiAutomationData+3
cuttingparams
Ai

This skill helps you quickly look up and calculate cutting parameters for feeds, speeds, and DOC across materials.

AnalyticsAutomationDataDocs+2
powerplatform
Ai

This skill generates deployable Power Automate flows from natural language descriptions by reading connector schemas and packaging a solution.

ApiAutomationCloudDevops+2
msoffice
Ai

This skill helps you create professional Word and PowerPoint documents quickly by generating tailored templates and content from topic inputs.

AutomationDocsProductivityWriting+1
art
Ai

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BrandingContentDesignTypescript
businessstrategy
Analytics

This skill serves as an MBA-trained strategic advisor, delivering financial analysis, market insight, and actionable plans to strengthen business performance.

PlanningResearchSalesStrategy+1
toolcrib
Analytics

This skill helps manage tool crib inventory, track inserts, consumables, and usage to prevent stockouts and optimize tooling costs.

DataOperationsProductivityScripting+1
unifi
Cli

This skill monitors and reports your UniFi network status, devices, clients, health, and alerts to keep you informed.

InfraMonitoringObservabilityTypescript
kaitodo
Ai

This skill helps you manage Kai's task queue by capturing topics, organizing priorities, and updating progress across file-based tasks.

AutomationCliPlanningProductivity+2
photorealisticart
Ai

This skill helps you generate stunning photorealistic images across portraits, landscapes, and products with expert prompting for lighting and composition.

ProductResearchTypescript
maintenancepm
Analytics

This skill helps you generate and track preventive maintenance schedules and checklists for MNMUK machine shop equipment across multiple brands.

AutomationOperationsPlanningProductivity+1
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