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Issue 7 — Review AI Thinking System Documentation #7

Description

@karkra911

Overview

Review and refine the existing AI Thinking System document.

Target

documentation/AI_THINKING_SYSTEM.md

Tasks

Check the complete thinking lifecycle
Review agent responsibilities
Verify authority and approval levels
Check confidence-system explanations
Review failure and recovery behaviour
Verify diagrams and examples
Remove duplicate or unclear content

Acceptance Criteria

Thinking stages are internally consistent
Financial calculations remain deterministic
AI actions have clear safety boundaries
Examples match the BillMind AI vision
No unimplemented feature is presented as completed

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