/**
 * Auto-Generation of Scar Enforcement Variants
 *
 * When a new scar is created via create_learning, this service generates
 * two variant rows in scar_enforcement_variants:
 *   1. "traditional" (imperative): steps-based enforcement
 *   2. "karpathy_v1" (declarative): success state + verification tests + constraints
 *
 * Generation pipeline:
 *   1. LLM-generated (via OpenRouter) — high quality, ~1-2s background
 *   2. Deterministic fallback — if no LLM available or call fails
 *
 * Pipeline is versioned via variant_version field (e.g., "gen-1.0").
 * Bump version when changing the prompt or model to track which pipeline
 * produced each variant. Old variants keep their version.
 *
 * Called fire-and-forget from create_learning — zero impact on UX latency.
 */
export interface ScarData {
    id: string;
    title: string;
    description: string;
    counter_arguments?: string[];
    action_protocol?: string[];
    self_check_criteria?: string[];
    why_this_matters?: string;
    keywords?: string[];
    domain?: string[];
}
/**
 * Auto-generate imperative + declarative variants for a newly created scar.
 * Fire-and-forget — errors are logged but don't propagate.
 *
 * Pipeline:
 *   1. Try LLM generation (OpenRouter/Haiku) for high-quality variants
 *   2. Fall back to deterministic transformation if LLM unavailable/fails
 *
 * @param scar - The scar data from create_learning
 */
export declare function generateVariantsForScar(scar: ScarData): Promise<void>;
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