🎯

cuttingparams

🎯Skill

from robdtaylor/personal-ai-infrastructure

VibeIndex|
What it does

Calculates and optimizes cutting parameters for machining operations, helping engineers determine optimal speeds, feeds, and tool settings for manufacturing processes.

cuttingparams

Installation

git cloneClone repository
git clone https://github.com/robdtaylor/personal-ai-infrastructure.git ~/.claude
Install ScriptRun install script
curl -fsSL https://bun.sh/install | bash
πŸ“– Extracted from docs: robdtaylor/personal-ai-infrastructure
0
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Last UpdatedJan 22, 2026

Skill Details

SKILL.md

Overview

# Personal AI Infrastructure (PAI)

A skills-based context management system for [Claude Code](https://docs.anthropic.com/en/docs/claude-code). PAI extends Claude Code with domain-specific knowledge, custom workflows, and automated session management.

What is PAI?

PAI is a personal AI infrastructure layer that sits on top of Claude Code, providing:

  • Skills System - Modular context packages that load relevant knowledge on-demand
  • Hook System - Event-driven automation for session lifecycle management
  • Memory System - Session history, learnings, and signal capture
  • Custom Commands - Slash commands for common workflows

Prerequisites

  • [Claude Code CLI](https://docs.anthropic.com/en/docs/claude-code) installed and authenticated
  • [Bun](https://bun.sh/) runtime (for hooks and tools)
  • macOS or Linux (Windows via WSL)

Installation

1. Clone the repository

```bash

git clone https://github.com/robdtaylor/personal-ai-infrastructure.git ~/.claude

```

> Note: If you already have a ~/.claude directory, back it up first:

> ```bash

> mv ~/.claude ~/.claude-backup

> ```

2. Copy and configure settings

```bash

cd ~/.claude

cp settings.json.template settings.json

```

Edit settings.json to customize:

  • Environment variables
  • Hook configurations
  • Permission settings

3. Install dependencies

```bash

# Install Bun if not already installed

curl -fsSL https://bun.sh/install | bash

# Install hook dependencies

cd ~/.claude/hooks && bun install

```

4. Personalize your setup

Edit the following files in skills/CORE/USER/:

| File | Purpose |

|------|---------|

| BASICINFO.md | Your contact information |

| CONTACTS.md | Directory of people you work with |

| ABOUTME.md | Personal background for AI context |

| DAIDENTITY.md | AI assistant name and personality |

| TECHSTACKPREFERENCES.md | Your preferred technologies |

5. Verify installation

```bash

claude

```

You should see the PAI context load at session start.

Directory Structure

```

~/.claude/

β”œβ”€β”€ skills/ # Skill packages (context modules)

β”‚ β”œβ”€β”€ CORE/ # Core identity and system docs

β”‚ β”œβ”€β”€ Research/ # Multi-source research workflows

β”‚ β”œβ”€β”€ Browser/ # Web automation

β”‚ └── ... # Domain-specific skills

β”œβ”€β”€ hooks/ # Event-driven automation

β”œβ”€β”€ commands/ # Custom slash commands

β”œβ”€β”€ bin/ # CLI tools and utilities

β”œβ”€β”€ MEMORY/ # Session history and learnings

└── settings.json # Claude Code configuration

```

Skills Included

Manufacturing & Operations

  • AutomotiveManufacturing - IATF 16949, work instructions, SOPs
  • A3CriticalThinking - Toyota-style problem solving
  • CNCSetup - Machine setup sheets
  • CuttingParams - Feeds and speeds reference
  • PlantCapability - Machine shop capabilities
  • QuoteEstimator - Cycle time and cost estimation
  • SkillsMatrix - Operator competency tracking
  • ToolCrib - Tool inventory management
  • TribalKnowledge - Expertise capture
  • MaintenancePM - Preventive maintenance schedules
  • HoshinKanri - Strategy deployment (X-Matrix, catchball)
  • SapEcc - SAP transaction codes and processes
  • SupplyChain - Purchasing and materials management

Business & Strategy

  • BusinessStrategy - Financial analysis, valuations, business plans
  • PowerPlatform - Power Automate flow generation

Infrastructure & Automation

  • HomeAssistant - Smart home integration
  • Infrastructure - Network services and endpoints
  • MobileApp - Mobile web interface for PAI
  • Proxmox - VM management
  • Unifi - Network monitoring
  • n8n - Workflow automation

AI & Research

  • Research - Multi-source parallel research
  • AgentObservability - Real-time agent monitoring dashboard
  • PhotoRealisticArt - AI image generation prompting
  • Art - Excalidraw-style visualizations

Core

  • CORE - Identity, preferences, security protocols
  • **Brows