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robdtaylor/personal-ai-infrastructure

Personal AI Infrastructure - Skills-based context management for Claude Code

50 skills
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createskill

robdtaylor/personal-ai-infrastructure

This skill helps you create and validate skills by applying a standardized SkillSystem workflow, ensuring structure, naming, and references are correct.
quoteestimator

robdtaylor/personal-ai-infrastructure

This skill provides rough cycle time and cost estimates for CNC parts using MNMUK rates and factor-based quick quotes.
automotivemanufacturing

robdtaylor/personal-ai-infrastructure

This skill provides expert guidance to create automotive work instructions, SOPs, and APQP documentation aligned with IATF16949 and ISO 9001.
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assemblyoperations

robdtaylor/personal-ai-infrastructure

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

robdtaylor/personal-ai-infrastructure

This skill streamlines commercial sales workflows by processing RFQs, reviewing contracts, managing CSRs, orders, and customer communications per IATF 16949.
eightd

robdtaylor/personal-ai-infrastructure

This skill guides you through eight disciplines problem solving for customer complaints, from containment to closure, with actionable root-cause and corrective
apqpppap

robdtaylor/personal-ai-infrastructure

This skill manages APQP/PPAP phase gates and PPAP documentation, guiding phase reviews, PSW generation, timing plans, and issue tracking for launches.
pfmea

robdtaylor/personal-ai-infrastructure

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

robdtaylor/personal-ai-infrastructure

This skill coordinates multi-perspective deliberation among nine expert agents to guide architectural, design, and risk decisions.
cuttingparams

robdtaylor/personal-ai-infrastructure

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

robdtaylor/personal-ai-infrastructure

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

robdtaylor/personal-ai-infrastructure

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

robdtaylor/personal-ai-infrastructure

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

robdtaylor/personal-ai-infrastructure

This skill helps you implement SPC charting and capability analysis to monitor processes and drive data-driven improvements.
structuralfea

robdtaylor/personal-ai-infrastructure

This skill performs structural validation for damper components using CalculiX, FreeCAD FEM, and meshing guidance to ensure safe, optimized designs.
supplychain

robdtaylor/personal-ai-infrastructure

This skill provides executive-level automotive supply chain guidance across strategic purchasing, materials management, and supplier development to optimize
plantcapability

robdtaylor/personal-ai-infrastructure

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

robdtaylor/personal-ai-infrastructure

This skill enables fast, code-first browser tasks via pre-written MCPs executed by CLI, delivering reliable verification, screenshots, and navigation.
cncsetup

robdtaylor/personal-ai-infrastructure

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

robdtaylor/personal-ai-infrastructure

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

robdtaylor/personal-ai-infrastructure

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

robdtaylor/personal-ai-infrastructure

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

robdtaylor/personal-ai-infrastructure

This skill helps automotive product planners build board-ready long-range roadmaps for low-volume sportscars, integrating finance, regulatory, and partnerships.
ukhradviser

robdtaylor/personal-ai-infrastructure

This skill provides up-to-date UK employment law guidance and practical HR risk management to help you handle dismissals, contracts, and ACAS procedures
controlplan

robdtaylor/personal-ai-infrastructure

This skill generates AIAG-format control plans linked to PFMEAs, detailing inspection methods, frequencies, and reaction plans across prototype, pre-launch,
costengineering

robdtaylor/personal-ai-infrastructure

This skill performs cost engineering for automotive operations, including overhead and variance analysis, make-vs-buy decisions, and value engineering to
healthsafety

robdtaylor/personal-ai-infrastructure

This skill helps you manage UK health and safety requirements for manufacturing, including risk assessments, COSHH, PPE, incident reporting, and LOTO.
hoshinkanri

robdtaylor/personal-ai-infrastructure

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

robdtaylor/personal-ai-infrastructure

This skill helps you craft persuasive marketing content and campaign plans by applying AIDA, PAS, and brand voice guidelines across channels.
maintenancepm

robdtaylor/personal-ai-infrastructure

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

robdtaylor/personal-ai-infrastructure

This skill helps you perform Gage R&R and attribute analysis to validate measurement systems per AIAG MSA, ensuring data quality for SPC and control plans.
tribalknowledge

robdtaylor/personal-ai-infrastructure

This skill helps capture and structure machinist tribal knowledge to preserve expertise, speeding onboarding and reducing downtime.
internalaudit

robdtaylor/personal-ai-infrastructure

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

robdtaylor/personal-ai-infrastructure

This skill captures and specifies customer damper requirements, then guides material, sealing, valve, and geometry decisions for DSSV-based dampers.
sapecc

robdtaylor/personal-ai-infrastructure

This skill helps automotive teams navigate SAP ECC processes, from MM to FI/CO, by delivering code-free guidance and quick transaction insights.
automotivegm

robdtaylor/personal-ai-infrastructure

This skill provides executive-level plant management guidance on safety, quality, delivery, and P&L, enabling rapid escalation handling and strategic
powerplatform

robdtaylor/personal-ai-infrastructure

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

robdtaylor/personal-ai-infrastructure

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

robdtaylor/personal-ai-infrastructure

This skill facilitates multi-source research using parallel queries from Perplexity, Gemini, and Claude to deliver comprehensive findings.
core

robdtaylor/personal-ai-infrastructure

This skill defines my identity, response format, and core operating principles for sessions, enabling consistent behavior, security, and asset management.
mobileapp

robdtaylor/personal-ai-infrastructure

This skill helps you manage and optimize a self-hosted mobile app interface for Claude Code with file, knowledge, and chat access.
unifi

robdtaylor/personal-ai-infrastructure

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

robdtaylor/personal-ai-infrastructure

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

robdtaylor/personal-ai-infrastructure

Personal knowledge base integration via Obsidian vault. Provides semantic search, note retrieval, and context loading for Claude Code sessions. USE WHEN user says 'load context', 'search my notes', 'find in obsidian', 'what do I have on', 'check my vault', 'incoming notes', 'recent captures', 'semantic search', 'load project context' CAPABILITIES: - Search notes by tags, text, or semantic similarity - Load project-specific context into sessions - View incoming/unprocessed captures from Telegram - Read and create notes in Obsidian vault - Process captured content (images, documents, URLs) TOOLS: - `obs` CLI: ~/.claude/bin/obs/obs.ts - `ingest` CLI: ~/.claude/bin/ingest/ingest.ts
kaitodo

robdtaylor/personal-ai-infrastructure

This skill helps you manage Kai's task queue by capturing topics, organizing priorities, and updating progress across file-based tasks.
Turn bookmarks into markdown for your agents
Turn X bookmarks, Chrome tabs, and YouTube URLs into a markdown feed for agents like OpenClaw 🦞 - just install the agent skill!
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agentobservability

robdtaylor/personal-ai-infrastructure

This skill provides real-time multi-agent observability by visualizing swim lanes, events, and tool usage in a live dashboard.
art

robdtaylor/personal-ai-infrastructure

This skill generates Excalidraw-style visual diagrams and illustrations to clarify architectures, blogs, or comics with a hand-drawn, dark-mode aesthetic.
upgrades

robdtaylor/personal-ai-infrastructure

This skill tracks PAI upgrade opportunities across Anthropic ecosystem and YouTube, helping you stay ahead with prioritized insights.
algorithm

robdtaylor/personal-ai-infrastructure

This skill guides you through a seven-phase, structured approach to complex tasks, defining success first and iterating with learning signals.
manufacturingdemo

robdtaylor/personal-ai-infrastructure

This skill demonstrates how to capture and query manufacturing knowledge from shop floor experts, returning company-specific procedures for client demos.