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AI Skill
- Access Fingerprinter
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- AI Coworker Trust Protocol
- AI Inference Boundary Review
- AI Journalism
- AI Project Showcase Skill
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- Apache HTTPD Configuration
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- CloudKit + Tauri Debugging
- Code Review
- Community Engagement Features
- Community Engagement Manager
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- Conservation Biologist
- Content Gap Analysis
- Content Strategy
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- Conversational UI Design
- Cooking Technique Tutorial
- Copywriting
- Culinary Knowledge Lookup
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- Customer Journey Methodology
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- Data Interpretation
- Democratic Health Monitoring
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- Design Systems
- Dify Knowledge Base Management
- Director of Education
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- Dive Conditions Forecasting
- Dive Planning
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- Estate Manager — Build Plan
- Estate Manager — Updated Product Roadmap
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- Estate Task Automation
- EventKit Calendar Sync
- Executive Advisor Board — Build Plan
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- Executive Board Advisor
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- Executive CEO
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- Fact-Checking
- Family Gamification Design
- FastAPI Development
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- FIFA 2026 World Cup Travel Advisory
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- Flask Application Development
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- Garden Technician
- Gardener / Groundskeeper
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- MCP Client for Tauri
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- Multi-Agent Deliberation Design
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- Music Discovery
- n8n + Dify Testing
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- n8n Workflow Development
- News Credibility Scoring
- Nginx Reverse Proxy
- Objection Handling
- Onboarding Design
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- Podcast Production
- Portfolio HTML Files - Creation Summary
- PostgreSQL Administration
- Presentation Design
- Press Release Writing
- PRISM ZIP Code → Zone Lookup
- Privacy Compliance
- Product Design
- Product Roadmap Update Prompt
- Professional Selection
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- Session Context Protocol
- Skills Index
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- Video Scripting
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- Wildlife Habitat Certification Guide
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Product Showcase
- AEO Optimizer Product Showcase
- AI News Cafe Product Showcase
- AI Project Showcase: Journey Mapper (Customer Journey Mapper)
- AI Project Showcase: SEO Assistant with LLM
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- Executive Advisor Board Product Showcase
- Expat Advisor Showcase
- Factchecker Product Showcase
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- Gardener's Bounty AI Assistant Product Showcase
- GD Claude Chatbot Product Showcase
- IT Influentials Agent POC Product Showcase
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- My TravelPlanner Product Showcase
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- Patriot University Showcase
- 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 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
- 🌱 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
- Beneficial Insects Guide for Georgia Gardens
- 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
- 🌱 Farmers Bounty Homepage Shortcode - Quick Start
- 🌱 Farmers Bounty Shortcodes
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Technical Document
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Answer Engine Optimizer
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SEO Optimizer
- Articles coming soon
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Travel Planner
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Fact Checker
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Estate Manager
- Articles coming soon
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ITI Operations
- AI Project Showcase Skill
- End-User Documentation Requirements Document
- Farmers Bounty Plugin - Gardener's Review Guide
- IT Influentials Agent POC Product Showcase
- IT Influentials Agent Product Showcase
- IT Influentials Express Agents Product Showcase
- ITI Financial Modeling
- Tavily & Pinecone Integrations
- Wordpress Plugin Install Safety Features
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ITI Marketing
- Articles coming soon
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Patriot University
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Personal Assistant
Claims Evidence Registry
name: claims-evidence-registry
description: Build and maintain a claims evidence registry that maps every outward-facing quantitative or capability claim to its supporting evidence. Use when creating a CLAIMS-EVIDENCE.md for a project, during monthly staleness checks, or when a new quantitative claim is added to any ITI document.
Claims Evidence Registry
Instructions
Create and maintain a structured registry that maps every quantitative, capability, or comparative claim in ITI’s outward-facing materials to its supporting evidence. The registry is the single source of truth for “can we defend this claim?”
Registry Format — CLAIMS-EVIDENCE.md
Create this file at the project or portfolio level:
# Claims Evidence Registry — [Scope]
**Last Updated**: YYYY-MM-DD
**Next Review**: YYYY-MM-DD (90-day cycle)
**Owner**: [Name or agent ID]
## Active Claims
| ID | Claim | Documents | Evidence Type | Evidence Location | Last Verified | Status |
|----|-------|-----------|---------------|-------------------|---------------|--------|
| C-001 | [Exact claim text] | [File paths where it appears] | Commit / Test / Benchmark / Estimate / Self-reported | [Path to evidence] | YYYY-MM-DD | Current / Stale / Disputed |
## Retired Claims
[Claims removed from active materials but kept for audit trail]
| ID | Claim | Retired Date | Reason | Replaced By |
|----|-------|-------------|--------|-------------|
Evidence Types (in descending order of strength)
| Type | Description | Strength | Example |
|---|---|---|---|
| Third-party verified | Independent test, audit, or certification | Highest | Security audit report, analyst benchmark |
| Automated test | Reproducible test with logged results | High | CI test suite pass rates, performance benchmarks |
| Commit/artifact | Verifiable in version control | High | Git log, file count, dependency list |
| Measurement | Tracked metric with methodology documented | Medium-High | Token count comparison, timing logs |
| Estimate | Informed projection without formal measurement | Medium | “~3-4x faster based on developer experience” |
| Self-reported | Assertion without independent verification | Low | “20+ production AI systems” |
| Historical/anecdotal | Based on memory or single instance | Lowest | “We built X in Y days” |
Creating a New Registry
- Inventory claims: Run the
claims-integrity-auditskill on all documents in scope - Extract quantitative claims: Pull every number, percentage, count, comparison, and timeline
- Map to evidence: For each claim, identify the strongest available evidence
- Assign status: Current (verified within 90 days), Stale (not verified in 90+ days), Disputed (conflicting evidence exists)
- Set review date: 90 days from creation
Monthly Staleness Check Protocol
Run monthly on every active Claims Evidence Registry:
- Pull all claims with Last Verified > 90 days — these are stale
- For each stale claim:
- Can the evidence be re-verified now? If yes, verify and update date
- Has the underlying fact changed? If yes, update claim text in all documents
- Is the claim still in active documents? If no, move to Retired
- Check for orphaned claims: Claims in documents but not in the registry
- Check for phantom claims: Claims in the registry but removed from documents
- Produce staleness report:
## Staleness Report — [Date]
- Total active claims: [N]
- Current (< 90 days): [N]
- Stale (90+ days): [N]
- Newly disputed: [N]
- Retired this cycle: [N]
### Stale Claims Requiring Action
| ID | Claim | Last Verified | Action Needed |
|----|-------|---------------|---------------|
Claim Lifecycle
New claim in document
↓
Extract and register (assign ID, evidence, status)
↓
Verified → Active (90-day review cycle)
↓
Stale? → Re-verify or update or retire
↓
Disputed? → Escalate to Claims Ombudsman for resolution
↓
Retired → Move to retired section with reason
ITI-Specific Evidence Locations
| Claim Type | Where to Find Evidence |
|---|---|
| Agent counts | Agents/AGENTS-INDEX.md (indexed); agents-and-skills.md Section 7 (total unique) |
| Skill counts | Skills/SKILLS-INDEX.md (ITI + platform breakdown) |
| Product counts | coding-playbook.md product tables (with status column) |
| Speed claims | Git commit history (before/after timelines); session logs |
| Token savings | Token count logs from ITI_Claude_API usage tracking |
| Architecture claims | Actual file structure (ls -R); wc -l for LOC claims |
| Version claims | package.json, Cargo.toml, plugin headers |
| “Production” status | Deployment evidence: live URLs, App Store listings, plugin directory listings |
Outputs: CLAIMS-EVIDENCE.md registry file, monthly staleness report, claim lifecycle tracking, orphan/phantom detection.
