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Elicit completeness gate - #76

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henrygarner merged 1 commit into
mainfrom
capture-completeness
Sep 27, 2026
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henrygarner merged 1 commit into
mainfrom
capture-completeness

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Two gauntlet-validated additions to the elicit skill.

Two gauntlet-validated additions to the V3 elicit skill.

Output-shape: elicit the result shape field-by-field and give any derived
or disclosed figure the core-method treatment. Fixes the result-shape
decision shipped elicit repeatedly dropped or scoped out.

Completeness gate: before finishing, walk the decision-class checklist and
keep asking until every relevant class is answered or ruled out of scope.
Forces the surfacing pass rather than concluding when the main flow first
coheres. Both sections domain-neutral.

Bespoke non-inferable capture 50-67%->89% across three held-out tasks
(loan-schedule 100%), roughly 2x the nearest competitor, under real-agent
execution with the allium check hook live.
@henrygarner
henrygarner merged commit 953eb5b into main Sep 27, 2026
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henrygarner deleted the capture-completeness branch September 27, 2026 12:46
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