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[docs] Update template READMEs + root CHANGELOG; charter accuracy sweep #48

Description

@xuyushun441-sys

The optimization pass added fields / flows / dashboards / roles across all 9 templates but READMEs and the root CHANGELOG were not updated, and a few CHARTERs may still have stale claims.

Ask:

  • Update each template README (end-user facing: what's new, what you can change).
  • Add root CHANGELOG.md entries for the optimization + 9.5.1 upgrade.
  • Sweep all CHARTERs for accuracy (several were reconciled; confirm the rest match reality).

Follow-up from the 9-template optimization + 9.5.1 runtime-testing pass. Platform-level gaps are tracked separately in objectstack-ai/framework (#1867–#1877).

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