Verify partial validator decisions through CLI workflows
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@@ -9,22 +9,20 @@ intent; inclusion does not commit us to implementing every capability.
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## Domain-Aware Response Recovery
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First implement [partial success for validator decision sets](decision-set-reconciliation.md),
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preserving usable decisions without another model call. Reconsider guided recovery
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after that simpler change, based on the failures that remain. General per-entry
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The [partial-success decision reconciliation](decision-set-reconciliation.md)
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preserves usable decisions without another model call. Guided recovery remains
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deferred pending evidence from failures that remain. General per-entry
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salvage from structurally invalid responses is also a separate design question;
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the accepted reconciliation feature retains whole-response structural validation.
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Add bounded feedback and regeneration for model responses that satisfy the
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structural schema but violate Audita's domain response contract, such as missing,
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duplicate, or unexpected validator decision indices. The goal is to recover more
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usable work before excluding affected candidates, reducing the impact of an
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isolated malformed decision set.
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Consider bounded feedback and regeneration for model responses that satisfy the
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structural schema but leave requested decisions unavailable after reconciliation.
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The goal would be to recover more usable work before excluding affected
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candidates, when doing so materially improves outcomes.
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This capability is desired but explicitly deferred from the current resilience
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work. That work retains existing PromptKit structural repair and safe filtering;
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unresolved domain-invalid decision sets produce errors and exclude their affected
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candidates while other candidates can succeed.
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This capability is explicitly deferred. Current behavior retains PromptKit
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structural repair and per-candidate reconciliation; unavailable requested
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decisions produce errors while other candidates can succeed.
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Before implementation, define the Audita/PromptKit ownership boundary, which
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checks are eligible for feedback, how feedback identifies defects without exposing
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