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- CHANGELOG.md: add v3.8.1 section documenting ACMS skeleton context inheritance (#3563), actor add YAML-first path (#3426), diagnostics extended to all 9 providers (#3422), automatic checkpoint triggers (#3439), --container-id flag (#2598), ToolLifecycle execute hook (#2820), MCPToolResult.data type fix (#2743), automation-profile list fix (#2064) - docs/architecture.md: add Skeleton Context Inheritance subsection under Context Management (ACMS) documenting the compression pipeline, key parameters, and link to reference doc - docs/api/actor.md: document ActorRegistry.add() YAML-first persistence path introduced in #3426; note deprecation of upsert_actor() for CLI use - docs/modules/acms-skeleton-context.md: new module doc covering skeleton context inheritance — how it works, API parameters, configuration, subplan spawning integration, and gotchas