[BlueRaddish]

Motivation & Context

The SerializationProtocol documentation calls UsageDetails.to_dict() and UsageDetails.from_dict(), but UsageDetails is now a TypedDict and creates a plain dictionary. Copying that example raises AttributeError.

Description & Review Guide

• What are the major changes? Use Content for the serialization/round-trip examples and explicitly import the protocol so the second block runs on its own.
• What is the impact of these changes? Both examples can be copied and executed; runtime behavior is unchanged.
• What do you want reviewers to focus on? Confirm that Content illustrates the existing serialization protocol accurately.

Validation: executed both protocol docstring examples directly from the edited source against the editable core package. The original second block failed with 'dict' object has no attribute 'to_dict'; both now pass. Ruff and git diff --check passed. No model calls were needed.

Related Issue

Small documentation correction, following CONTRIBUTING's exception for trivial changes. Fresh upstream code and open-PR searches still showed the broken example and no overlapping correction.

Contribution Checklist

• The code builds clean without any errors or warnings
• All unit tests pass, and I have added new tests where possible
• The PR follows the Contribution Guidelines
• This PR is linked to an issue and there is no other open PR for this issue (see Related Issue above).
• This is not a breaking change.

The full build and unit suite were not run for this docstring-only correction. The focused checks above passed. No issue is linked under CONTRIBUTING's exception for trivial corrections.

AI assistance: OpenAI Codex prepared and validated the correction.

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[Eduard van Valkenburg (eavanvalkenburg)]

/review

[github-actions]

MAF Automated Review — Iteration 1

Result: No findings
Scope: full PR (1 commit(s)): 48459506b3f5
Model: gpt-5.6-sol

Overview

This documentation-only change replaces an invalid UsageDetails example with a standalone Content serialization round trip. Content provides the documented constructors and serialization methods, is exported from the package root, and its text round-trip behavior is covered by existing tests. No runtime, compatibility, architectural, or security risk was established.

Reviewed the supplied pull-request change set across correctness, security/reliability, architecture, and failure behavior.
No publishable findings remained after source verification for this scope.