airmosaic-ai

Shared maintenance operations

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Capability Entry Current support
Author or revise a skill Skill authoring Human/agent workflow plus a bounded direct static validator; no run-tool adapter
Review selected task evidence Autoskill Explicit-record lexical matching and supplied proposal formatting; no source execution, promotion or registered adapter

The helpers do not read research data or credentials. Test checks live in harness/checks/. Source/schema review, synthetic execution and scientific acceptance remain separate.