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AI Skill
- Access Fingerprinter
- Accessibility Design
- Ad Campaign Optimization
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- AEO RECOMMENDATION TOOL - SYSTEM PROMPT
- Agentic Task Execution
- AI Candor Probe
- AI Citation Tracking
- AI Content Authenticity Detection
- AI Coworker Trust Protocol
- AI Inference Boundary Review
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- AI Vision Diagnosis
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- Apache HTTPD Configuration
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- AppSec Engineer — API Security Specialist
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- Arborist / Tree Care Specialist
- Atlanta Gardening
- Atlanta Guide
- B2B Media Consulting
- Botanical Garden Taxonomist
- Botanist / Plant Scientist
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- Chapter 22: Safety & Guardrails
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- Claims Integrity Audit
- CloudKit + Tauri Debugging
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- Community Engagement Manager
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- Director of Education
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- Email Parsing — Travel Bookings
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- Estate Document Extraction
- Estate Jurisdiction Engine
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- Estate Task Automation
- EventKit Calendar Sync
- Executive Advisor Board — Build Plan
- Executive Board Advisor
- Executive CCO (Chief Customer Success Officer)
- Executive CEO
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- Garden Technician
- Gardener / Groundskeeper
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- Multi-Agent Deliberation Design
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- n8n + Dify Testing
- n8n Debugging
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- News Credibility Scoring
- Nginx Reverse Proxy
- Objection Handling
- Onboarding Design
- Pinecone Embedding Management
- Podcast Production
- Political Speech Analyzer
- PostgreSQL Administration
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- Press Release Writing
- PRISM ZIP Code → Zone Lookup
- Privacy Compliance
- Product Design
- Product Roadmap Update Prompt
- Professional Selection
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- Public Relations Manager
- RabbitMQ Messaging
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- Redis Operations
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- Research Associate / Lab Technician
- Retirement Calculator Engine
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- Schema Markup Generation
- School Programs Specialist
- Scope Control
- Scouting Trip Planning
- Screenshot Capture Guide
- Seed Bank Curator
- SEO & AEO Optimization
- Session Context Protocol
- Skills Index
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- Tauri Desktop Development
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- Tavily API Quick Reference - Factchecker Plugin
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- Technical Writing
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- Therapeutic Horticulture Program Manager
- Travel Planning
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- UI Design
- UX Research
- Vibe Coding Guardrails
- Video Scripting
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- Wildlife Habitat Certification Guide
- WordPress SEO Plugin Integration
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Product Showcase
- AEO Optimizer Product Showcase
- AI News Cafe Product Showcase
- AI Project Showcase: Journey Mapper (Customer Journey Mapper)
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- Farmers Bounty Product Showcase
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- IT Influentials Agent POC Product Showcase
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- ScubaGPT — Product Showcase
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ITI Knowledge System
- Chapter 1: Introduction
- Chapter 10: n8n — Debugging & Operations
- Chapter 11: Dify — Knowledge Bases & RAG
- Chapter 12: The ITI Workflow Adapter
- Chapter 13: The ITI Shared Library
- Chapter 14: WordPress Plugin Development
- Chapter 15: Desktop Apps with Tauri 2
- Chapter 16: Python Services
- Chapter 17: iOS & macOS with Swift
- Chapter 18: Claude & the Anthropic API
- Chapter 19: Prompt Engineering
- Chapter 2: Workspace Overview
- Chapter 20: Agents, Skills & Pipelines
- Chapter 21: Knowledge Bases
- Chapter 22: Safety & Guardrails
- Chapter 23: Build Session Protocol
- Chapter 24: Required Product Artifacts
- Chapter 25: Testing
- Chapter 26: Security Standards
- Chapter 27: Deployment
- Chapter 28: Cursor Skills
- Chapter 29: Cursor Rules
- Chapter 3: The Docker Stack
- Chapter 30: MCP Integrations
- Chapter 31: Builder and Agent Roles
- Chapter 32: Builder's Portfolio
- Chapter 33: Claims Integrity & Content Governance
- Chapter 4: Daily Operations
- Chapter 5: Infrastructure Upgrades
- Chapter 6: PostgreSQL & pgvector
- Chapter 7: Redis
- Chapter 8: Nginx Reverse Proxy
- Chapter 9: n8n — Workflow Development
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AI Agent
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User Guide
- ADMIN-SHORTCODES.html Update Summary
- Factchecker Plugin - Installation Guide
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- Farmers Bounty - Quick Start Guide
- Farmers Bounty - Troubleshooting Guide
- Farmers Bounty - User Guide
- Farmers Bounty Chatbot - Complete Documentation
- Farmers Bounty Desktop User Guide
- Farmers Bounty Plugin - Gardener's Review Guide
- Farmers Bounty Plugin v6.6.0 - Release Notes
- Farmers Bounty v2.0 - Complete User Guide
- Farmers Bounty v5.3.0 - Complete User Guide
- SEO Assistant with LLM
- 🌱 Farmers Bounty Homepage Shortcode - Quick Start
- 🌱 Farmers Bounty Shortcodes
- 🌹 Grateful Dead Chatbot - Quickstart Guide ⚡
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Requirements
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ScubaGPT
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Grateful Dead Chatbot
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Farmers Bounty
- 01 current state analysis
- 02 architecture overview
- 03 data sources
- 05 cost analysis
- 06 database schema
- 08 ui ux changes
- 09 ai context optimization
- 10 testing validation
- 11 risk mitigation
- 12 implementation checklist
- ADMIN-SHORTCODES.html Update Summary
- Atlanta Gardening
- Beneficial Insects Guide for Georgia Gardens
- Botanical Garden Taxonomist
- Children's Garden Educator
- Farmers Bounty - Quick Start Guide
- Farmers Bounty - Troubleshooting Guide
- Farmers Bounty - User Guide
- Farmers Bounty Chatbot - Complete Documentation
- Farmers Bounty Desktop User Guide
- Farmers Bounty Plugin - Gardener's Review Guide
- Farmers Bounty Plugin v6.6.0 - Release Notes
- Farmers Bounty v2.0 - Complete User Guide
- Farmers Bounty v5.3.0 - Complete User Guide
- Glossary
- Integrated Pest Management (IPM) Specialist
- PRISM ZIP Code → Zone Lookup
- Public Relations Manager
- Recipe Formatting
- Research Associate / Lab Technician
- School Programs Specialist
- Seed Bank Curator
- Volunteer Coordinator
- Weather-Disease Modeling
- Wildlife Habitat Certification Guide
- 🌱 Farmers Bounty Homepage Shortcode - Quick Start
- 🌱 Farmers Bounty Shortcodes
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Technical Document
- Accessibility Design
- Agentic Task Execution
- AI Candor Probe
- AI Coworker Trust Protocol
- AI Inference Boundary Review
- AI Vision Diagnosis
- Antigravity Browser QA
- Antigravity Parallel Debug
- Antigravity Test Orchestration
- AppSec Engineer — IAM Security Specialist
- Chapter 22: Safety & Guardrails
- Chapter 26: Security Standards
- Civic Tech Privacy Architecture
- ClaimReview Schema Integration
- Claims Evidence Registry
- Code Review
- IT Influentials Express Agents Product Showcase
- Java Development
- MCP Client for Tauri
- MCP Server Development
- Nginx Reverse Proxy
- Pinecone Embedding Management
- PostgreSQL Administration
- Product Roadmap Update Prompt
- Prompt Auditor
- RabbitMQ Messaging
- Redis Operations
- Release Management
- Retirement Calculator Engine
- Roadmap Build Planning
- Schema Markup Generation
- ScubaGPT — Architecture
- ScubaGPT Safety Guardrails - Quick Reference
- Session Context Protocol
- Stable Diffusion Image Generation
- Tauri Desktop Development
- Tavily & Pinecone Integrations
- Tavily API Quick Reference - Factchecker Plugin
- Tech Debt Analysis
- Test Plan Writing
- Travel Planner — n8n + Dify Integration Guide
- UI Design
- UX Research
- Vibe Coding Guardrails
- WordPress Plugin Clone Safety Checker Showcase
- Workflow Adapter Integration
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Answer Engine Optimizer
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SEO Optimizer
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Travel Planner
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Fact Checker
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Estate Manager
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ITI Operations
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- Accessibility Design
- Advisor Action Framework
- Agentic Task Execution
- AI Candor Probe
- AI Content Authenticity Detection
- AI Coworker Trust Protocol
- AI Inference Boundary Review
- AI Project Showcase Skill
- AI Self-Report Calibration
- Antigravity Browser QA
- Antigravity Parallel Debug
- Antigravity Test Orchestration
- Apple Human Interface Design System
- AppSec Engineer — API Security Specialist
- AppSec Engineer — DevSecOps Specialist
- Chapter 32: Builder's Portfolio
- CloudKit + Tauri Debugging
- Code Review
- Content Strategy
- Customer Journey Methodology
- Customer Support
- Data Interpretation
- Dependency Hygiene
- End-User Documentation Requirements Document
- Farmers Bounty Plugin - Gardener's Review Guide
- Generative Engine Optimization
- Guided Content Journeys
- Influencer Marketing
- Infrastructure Upgrades
- Interaction Design
- IT Influentials Agent POC Product Showcase
- IT Influentials Agent Product Showcase
- IT Influentials Express Agents Product Showcase
- ITI Audience Development
- ITI Consulting Intake
- ITI Financial Modeling
- ITI Quality Assurance
- ITI Report Synthesis
- ITI Strategic Planning
- ITI Token Compression Skill
- Market Research
- MCP Server Development
- Multi-Agent Deliberation Design
- Multilingual Content Management
- n8n Debugging
- n8n Workflow Development
- Pinecone Embedding Management
- Privacy Compliance
- Product Roadmap Update Prompt
- Project Management
- Prompt Auditor
- Proposal Evaluation
- Redis Operations
- Release Management
- Requirements Writing
- Roadmap Build Planning
- Safety Guardrails
- Scope Control
- Screenshot Capture Guide
- Stable Diffusion Image Generation
- Tavily & Pinecone Integrations
- Technical Writing
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- Wordpress Plugin Install Safety Features
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ITI Marketing
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Patriot University
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Personal Assistant
Chapter 31: Builder and Agent Roles
Chapter 31: Builder and Agent Roles
Last Updated: 2026-04
## 31.1 Overview
Peter Westerman is a senior product leader and the sole builder operating this workspace. The “development capacity” is Peter plus a toolbox of specialist AI agents he invokes for specific disciplines. Understanding which capability lives where — in Peter’s direct judgment, or in one of the agents — is essential for efficient operation. The agents are tools, not team members; Peter holds all product, architecture, quality, and release decisions personally.
31.2 The Builder
Peter Westerman
Peter operates across the full scope of the work:
| Domain | Responsibilities |
|---|---|
| Product | Product vision, user story definition, prioritization, acceptance testing, release decisions |
| Technology | Architecture decisions, infrastructure management, security oversight |
| Delivery | Build session management, agent invocation, shared library stewardship |
| Knowledge | Documentation curation, CLAUDE.md upkeep, knowledge base management |
Peter’s primary interfaces:
- Cursor — primary development environment with AI agent access (development lane)
- Claude Code — long-horizon context management, CLAUDE.md maintenance (context lane)
- Antigravity — autonomous test dispatch, parallel debugging, browser QA (test/debug lane)
- n8n UI — workflow monitoring and management
- Dify console — knowledge base management
- Docker — infrastructure management
31.3 Specialist Agents — Peter’s AI Development Toolbox
The ITI Agent System is a catalog of specialist AI agents Peter invokes while building. They provide on-demand expertise in disciplines a solo builder would otherwise need to hire for. They are tools Peter directs; they do not make decisions, own outcomes, or operate without review.
The Orchestrator (start here)
The Orchestrator is the first agent Peter consults for any development question. It routes work to the correct specialist, coordinates multi-agent tasks, and knows about the shared library and all other agents. Think of it as the front door to the toolbox.
When to use: Any task that could involve multiple agents or where the right specialist is not obvious.
Specialist Agents
| Agent | Specialty | Invocation |
|---|---|---|
| Pattern Agent | Architecture and design guidance; recommends shared library patterns | “What’s the best architecture for [feature]?” |
| API Integration Agent | Claude, Tavily, Pinecone, and third-party API integration | “Help me integrate [API] into [product]” |
| Database Agent | Schema design, migrations, query optimization | “Design the database schema for [feature]” |
| Template Agent | Project scaffolding from shared templates | “Scaffold a new WordPress plugin for [product]” |
| Migration Agent | Upgrades, refactors, data migrations | “Help me upgrade [product] from version X to Y” |
| Integration Agent | Cross-system integration (n8n, Dify, WordPress) | “Wire [product] to the n8n backend” |
| QA Agent | Test design, test writing, quality assurance | “Write tests for [feature]” |
| Documentation Agent | READMEs, CLAUDE.md files, inline docs | “Document this module” |
31.4 Governance Agents
These agents help Peter enforce process and quality standards on his own work:
| Agent | Role | When to Invoke |
|---|---|---|
| Vibe Coding Guardian | Audits builds against 15 pitfall categories | “Run a vibe coding guardrail audit on [product]” |
| Context Keeper | Maintains CLAUDE.md accuracy; enforces session protocol | “Check context drift on [product]” |
| Scope Owner | Evaluates scope changes; maintains parking lot | “Evaluate this scope change: [description]” |
| Claims Ombudsman | Audits documents for false or misleading claims | “Run a claims integrity audit on [document]” |
| Claims Evidence Curator | Maintains evidence registries; staleness checks | “Run a staleness check on claims evidence” |
31.6 Working with the Agent Toolbox Effectively
Give agents the right context
Before invoking an agent, ensure it has access to:
- The project’s
CLAUDE.md - The relevant
REQUIREMENTS.mdsection - The
ARCHITECTURE.md(for structural decisions)
One agent, one task
Agents perform best when given a single, well-defined task. Avoid mega-prompts that ask for multiple things at once. Break complex work into sequential steps, using the Orchestrator to coordinate.
Verify agent outputs
AI-generated code must be reviewed before committing. In particular, verify:
- Security rules are followed (Chapter 26)
- Shared library components are used where applicable (Chapter 13)
- The code matches the requirement in
REQUIREMENTS.md - Tests are written or updated
Agent conversation continuity
Within a single Cursor session, the AI retains context of the conversation. For long sessions that resume later, re-read CLAUDE.md at the start of the new session to re-establish context.
31.7 The Full Agent Inventory
The complete inventory of ~213 agents across all domains is in:
ITI/operations/Agents/AGENTS-INDEX.md— human-readable indexITI/operations/Agents/AGENTS-INDEX.json— machine-readable indexITI/operations/agents-and-skills.md— global master reference
Before creating any new agent, check these indexes. Extending an existing agent is almost always better than creating a duplicate.
Previous: Chapter 30 — MCP Integrations | Next: Chapter 32 — Product Portfolio
