AxAgentPlaybookWeakness

TypeScript

type AxAgentPlaybookWeakness = object;

Defined in: https://github.com/ax-llm/ax/blob/3ac75e381dcefb739712993c304c34295567283a/src/ax/agent/agentInternal/playbookEvolve/playbookEvolveTypes.ts#L35

A verifier-grounded weakness mined from one failure cluster.

Properties

clusterSignature

TypeScript

clusterSignature: string;

Defined in: https://github.com/ax-llm/ax/blob/3ac75e381dcefb739712993c304c34295567283a/src/ax/agent/agentInternal/playbookEvolve/playbookEvolveTypes.ts#L38

Deterministic cluster fingerprint the weakness was mined from.

configRecommendations

TypeScript

configRecommendations: readonly string[];

Defined in: https://github.com/ax-llm/ax/blob/3ac75e381dcefb739712993c304c34295567283a/src/ax/agent/agentInternal/playbookEvolve/playbookEvolveTypes.ts#L52

Report-only configuration suggestions; never auto-applied.

description

TypeScript

description: string;

Defined in: https://github.com/ax-llm/ax/blob/3ac75e381dcefb739712993c304c34295567283a/src/ax/agent/agentInternal/playbookEvolve/playbookEvolveTypes.ts#L39

evidenceQuotes

TypeScript

evidenceQuotes: readonly string[];

Defined in: https://github.com/ax-llm/ax/blob/3ac75e381dcefb739712993c304c34295567283a/src/ax/agent/agentInternal/playbookEvolve/playbookEvolveTypes.ts#L48

Quotes from the actual failure excerpts that ground this weakness. Only quotes that substring-match the real excerpts survive; a weakness with zero surviving quotes is discarded.

id

TypeScript

id: string;

Defined in: https://github.com/ax-llm/ax/blob/3ac75e381dcefb739712993c304c34295567283a/src/ax/agent/agentInternal/playbookEvolve/playbookEvolveTypes.ts#L36

proposedGuidance

TypeScript

proposedGuidance: string;

Defined in: https://github.com/ax-llm/ax/blob/3ac75e381dcefb739712993c304c34295567283a/src/ax/agent/agentInternal/playbookEvolve/playbookEvolveTypes.ts#L42

The avoidance rule/lesson the proposal carries into the playbook.

rootCause

TypeScript

rootCause: string;

Defined in: https://github.com/ax-llm/ax/blob/3ac75e381dcefb739712993c304c34295567283a/src/ax/agent/agentInternal/playbookEvolve/playbookEvolveTypes.ts#L40

taskIds

TypeScript

taskIds: readonly string[];

Defined in: https://github.com/ax-llm/ax/blob/3ac75e381dcefb739712993c304c34295567283a/src/ax/agent/agentInternal/playbookEvolve/playbookEvolveTypes.ts#L50

Tasks in the cluster (by id or index).