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Updates and evolution

Separate what is available now, what changed, how evidence becomes proposals, and what remains future work.

Use this section to distinguish delivered capability from ongoing learning and future candidates.

Four different questions

Question Read
What is supported now? Current state
What changed for consumers? Changelog
How do skills evolve safely? Evolution layer
What may happen later? Efficiency Layer roadmap

A roadmap item is not delivered capability. An observation is not an approved proposal. A proposal is not a merged skill change.

Governed evolution

The Evolution layer describes how observations, proposals, reviews, protected surfaces, and validation interact.

Supporting references include Optimization boundaries, Skill evolution experiments, Validation case guidelines, and Recommended telemetry.

Roadmaps and candidates

The Efficiency Layer pages describe a bounded evolution track:

Treat candidates and next signals as future-facing until canonical files and validation state show delivery.

Next steps

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