export type EntryIntentRationale = {
    readonly codeNoun: string | null;
    readonly language: "en" | "ko" | "unknown";
    readonly mode: "explicit" | "implicit-attached" | "none";
    readonly verb: string | null;
};
export type EntryIntentDecision = {
    readonly detected: boolean;
    readonly rationale: EntryIntentRationale;
};
export type EntryIntentCorpusRecord = {
    readonly expected: boolean;
    readonly projectAttached: boolean;
    readonly prompt: string;
};
export type EntryIntentThresholds = {
    readonly falseNegativeCost: number;
    readonly falsePositiveCost: number;
    readonly maximumWeightedErrorRate: number;
    readonly minimumPrecision: number;
    readonly minimumRecall: number;
};
export type EntryIntentMetrics = {
    readonly decision: "fail" | "pass";
    readonly falseNegatives: number;
    readonly falsePositives: number;
    readonly precision: number;
    readonly recall: number;
    readonly trueNegatives: number;
    readonly truePositives: number;
    readonly weightedErrorRate: number;
};
export declare function detectEntryIntent(prompt: string, context: {
    readonly projectAttached: boolean;
}): EntryIntentDecision;
export declare function measureEntryIntentCorpus(records: readonly EntryIntentCorpusRecord[], thresholds: EntryIntentThresholds): EntryIntentMetrics;