refactor: lowercase Tools/Documents/Analytics folders; add clients/ and projects/ with context files; update AGENTS.md, README.md, manifest.json

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# Analytics
Data sources, dashboards, and analytics tooling available to AI agents in this environment.
> This folder is a placeholder — add analytics access guides, data source maps, and reporting context here as they are developed.
## Intended Contents
- Analytics platform access guides (e.g. Google Analytics, Mixpanel, Amplitude)
- AWS CloudWatch / CloudTrail query patterns
- Database query references for reporting
- Data pipeline documentation