Interface: LessonDistillationBuilder

Defined in: builders/lesson-distillation-builder.ts:10

Fluent configurator for contrastive lesson distillation ($d in .distillWith(model, $d => ...)).

Captures loop recovery triggers, beforeStop gate recovery thresholds, and distillation guidelines used when extracting empirical lessons from failure-to-pass trajectories.

Methods

build()

build(): LessonDistillationConfig;

Defined in: builders/lesson-distillation-builder.ts:51

Compiles and returns the frozen LessonDistillationConfig.

Finalizes the distiller model, recovery triggers, and guidelines into a passive AST record.

Returns

LessonDistillationConfig

Deeply frozen distillation configuration.

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guidelines()

guidelines(source): LessonDistillationBuilder;

Defined in: builders/lesson-distillation-builder.ts:42

Binds distillation guidelines text or external SourceASTNode<string>.

Injected into the distiller model's prompt when extracting candidate lessons.

Parameters

Parameter	Type	Description
source	MaybeSource<string>	Inline guidelines string or source AST node.

Returns

LessonDistillationBuilder

New immutable distillation builder.

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onGateRecovery()

onGateRecovery(opts?): LessonDistillationBuilder;

Defined in: builders/lesson-distillation-builder.ts:31

Enables contrastive distillation on in-session beforeStop gate recoveries.

Triggers distillation when an agent fails at least minFailedChecks before subsequently passing beforeStop.

Parameters

Parameter	Type	Description
opts?	{ minFailedChecks?: number; }	Minimum failed check threshold options.
opts.minFailedChecks?	number	-

Returns

LessonDistillationBuilder

New immutable distillation builder.

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onLoopRecovery()

onLoopRecovery(enabled?): LessonDistillationBuilder;

Defined in: builders/lesson-distillation-builder.ts:20

Enables or disables contrastive distillation on outer P.loop recovery iterations.

Pairs the most recent rejected .act() trajectory with the subsequent accepted iteration trajectory.

Parameters

Parameter	Type	Description
enabled?	boolean	Whether outer loop recovery distillation is active.

Returns

LessonDistillationBuilder

New immutable distillation builder.