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docs: explain why this project matters with a concrete example - #1
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Readers need a practical reason to explore the project before its implementation details.
Adds a project-specific why-care scenario and a first reading or usage exercise. Preserves existing implementation, policy terms, evidence limits, contracts, and release pins.
Validation: reviewed against the current README and repository file inventory. Documentation-only change; examples and runtime tests were not executed in this pass.