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387
src/data/npcAttributeInsights.ts
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387
src/data/npcAttributeInsights.ts
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import {
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type AttributeVector,
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type Character,
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type CustomWorldProfile,
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type Encounter,
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type InventoryItem,
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type NpcPersistentState,
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type RoleAttributeProfile,
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type WorldAttributeSchema,
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WorldType,
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} from '../types';
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import {
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buildItemAttributeResonance,
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buildRoleAttributeProfileFromLegacyData,
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} from './attributeProfileGenerator';
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import {
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buildDefaultAxisVector,
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getSortedAttributeEntries,
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resolveAttributeSchema,
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resolveCharacterAttributeProfile,
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scoreAttributeFit,
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} from './attributeResolver';
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import {normalizeAttributeVector} from './attributeValidation';
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import {getCharacterById} from './characterPresets';
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import {getRuntimeCustomWorldProfile} from './customWorldRuntime';
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import {getMonsterPresetById} from './hostileNpcPresets';
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export type GiftAffinityInsight = {
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resonanceScore: number;
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resonanceBonus: number;
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matchedAttributes: string[];
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reasonText: string;
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};
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export type ChatAffinityOutcome = {
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affinityGain: number;
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matchedAttributes: string[];
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summary: string;
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};
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export type RecruitReadinessInsight = {
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readinessScore: number;
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resonanceBonus: number;
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tabooPenalty: number;
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matchedAttributes: string[];
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summary: string;
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};
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function resolveCustomWorldProfile(profile?: CustomWorldProfile | null) {
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return profile ?? getRuntimeCustomWorldProfile();
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}
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function resolveInteractionWorldType(
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worldType?: WorldType | null,
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customWorldProfile?: CustomWorldProfile | null,
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encounter?: Encounter | null,
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) {
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if (worldType) {
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return worldType;
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}
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if (customWorldProfile || getRuntimeCustomWorldProfile()) {
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return WorldType.CUSTOM;
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}
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const schemaId = encounter?.attributeProfile?.schemaId ?? '';
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if (schemaId.includes('xianxia')) {
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return WorldType.XIANXIA;
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}
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return WorldType.WUXIA;
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}
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function buildSchemaContext(
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worldType?: WorldType | null,
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customWorldProfile?: CustomWorldProfile | null,
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encounter?: Encounter | null,
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) {
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const resolvedCustomWorldProfile = resolveCustomWorldProfile(customWorldProfile);
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const resolvedWorldType = resolveInteractionWorldType(
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worldType,
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resolvedCustomWorldProfile,
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encounter,
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);
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return {
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worldType: resolvedWorldType,
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customWorldProfile: resolvedCustomWorldProfile,
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schema: resolveAttributeSchema(resolvedWorldType, resolvedCustomWorldProfile),
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};
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}
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function resolveMonsterProfile(
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encounter: Encounter,
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worldType: WorldType,
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) {
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if (!encounter.monsterPresetId) {
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return null;
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}
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return getMonsterPresetById(worldType, encounter.monsterPresetId)?.attributeProfile
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?? getMonsterPresetById(WorldType.WUXIA, encounter.monsterPresetId)?.attributeProfile
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?? getMonsterPresetById(WorldType.XIANXIA, encounter.monsterPresetId)?.attributeProfile
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?? getMonsterPresetById(WorldType.CUSTOM, encounter.monsterPresetId)?.attributeProfile
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?? null;
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}
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export function resolveEncounterAttributeProfile(
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encounter: Encounter,
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options: {
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worldType?: WorldType | null;
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customWorldProfile?: CustomWorldProfile | null;
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} = {},
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) {
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const schemaContext = buildSchemaContext(
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options.worldType,
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options.customWorldProfile,
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encounter,
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);
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if (encounter.characterId) {
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const character = getCharacterById(encounter.characterId);
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if (character) {
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return resolveCharacterAttributeProfile(
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character,
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schemaContext.worldType,
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schemaContext.customWorldProfile,
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) ?? encounter.attributeProfile ?? null;
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}
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}
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if (encounter.attributeProfile) {
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return encounter.attributeProfile;
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}
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const monsterProfile = resolveMonsterProfile(encounter, schemaContext.worldType);
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if (monsterProfile) {
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return monsterProfile;
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}
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return buildRoleAttributeProfileFromLegacyData({
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entityId: encounter.id ?? encounter.npcName,
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schema: schemaContext.schema,
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textBlocks: [
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encounter.npcName,
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encounter.context,
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encounter.npcDescription,
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],
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}).profile;
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}
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function buildFocusVector(
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profile: RoleAttributeProfile | null | undefined,
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schema: WorldAttributeSchema,
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limit: number,
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direction: 'top' | 'bottom' = 'top',
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) {
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const slotIds = schema.slots.map(slot => slot.slotId);
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const sourceEntries = getSortedAttributeEntries(profile, schema);
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const orderedEntries = direction === 'bottom' ? [...sourceEntries].reverse() : sourceEntries;
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const selectedEntries = orderedEntries.slice(0, limit);
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const seed = Object.fromEntries(slotIds.map(slotId => [slotId, 0])) as AttributeVector;
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selectedEntries.forEach(entry => {
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seed[entry.slot.slotId] = entry.value;
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});
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return normalizeAttributeVector(seed, slotIds);
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}
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function getTopContributionAttributeNames(
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profile: RoleAttributeProfile | null | undefined,
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vector: AttributeVector,
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schema: WorldAttributeSchema,
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limit = 2,
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) {
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const slotIds = schema.slots.map(slot => slot.slotId);
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const profileWeights = normalizeAttributeVector(profile?.values ?? {}, slotIds);
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const vectorWeights = normalizeAttributeVector(vector, slotIds);
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return schema.slots
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.map(slot => ({
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name: slot.name,
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contribution: (profileWeights[slot.slotId] ?? 0) * (vectorWeights[slot.slotId] ?? 0),
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}))
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.sort((left, right) => right.contribution - left.contribution)
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.filter(entry => entry.contribution > 0)
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.slice(0, limit)
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.map(entry => entry.name);
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}
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function uniqueNames(names: string[]) {
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return [...new Set(names.filter(Boolean))];
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}
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function buildDialogueIntentVector(actionText: string, schema: WorldAttributeSchema) {
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const slotIds = schema.slots.map(slot => slot.slotId);
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const source = actionText.trim();
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const seed = buildDefaultAxisVector({});
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const addWeight = (slotId: string, weight: number, pattern: RegExp) => {
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if (pattern.test(source)) {
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seed[slotId] = (seed[slotId] ?? 0) + weight;
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}
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};
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addWeight('axis_a', 0.24, /顶|扛|硬闯|守住|挡住/u);
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addWeight('axis_b', 0.2, /快|抢|追|赶在|绕开|先一步/u);
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addWeight('axis_c', 0.34, /试探|追问|看穿|真假|真相|线索|判断|观察/u);
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addWeight('axis_d', 0.3, /直说|表态|逼|压住|摊开|决断|邀你同行|邀请/u);
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addWeight('axis_e', 0.34, /安抚|诚意|求助|关心|陪|同行|信|礼物|约定/u);
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addWeight('axis_f', 0.22, /稳|缓一缓|耐心|慢慢|调息|先稳住/u);
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const total = slotIds.reduce((sum, slotId) => sum + (seed[slotId] ?? 0), 0);
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if (total <= 0) {
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return normalizeAttributeVector(
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buildDefaultAxisVector({
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axis_c: 0.34,
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axis_e: 0.38,
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axis_f: 0.28,
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}),
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slotIds,
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);
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}
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return normalizeAttributeVector(seed, slotIds);
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}
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export function buildEncounterAttributeRumors(
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encounter: Encounter,
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options: {
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worldType?: WorldType | null;
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customWorldProfile?: CustomWorldProfile | null;
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limit?: number;
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} = {},
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) {
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const schemaContext = buildSchemaContext(
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options.worldType,
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options.customWorldProfile,
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encounter,
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);
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const profile = resolveEncounterAttributeProfile(encounter, options);
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const evidence = profile?.evidence?.slice(0, options.limit ?? 2).map(entry => entry.reason) ?? [];
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if (evidence.length > 0) {
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return evidence;
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}
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return getSortedAttributeEntries(profile, schemaContext.schema)
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.slice(0, options.limit ?? 2)
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.map(entry => `${entry.slot.name}：${entry.slot.definition}`);
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}
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export function buildGiftAffinityInsight(
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item: InventoryItem,
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encounter: Encounter,
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options: {
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worldType?: WorldType | null;
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customWorldProfile?: CustomWorldProfile | null;
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} = {},
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): GiftAffinityInsight {
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const schemaContext = buildSchemaContext(
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options.worldType,
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options.customWorldProfile,
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encounter,
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);
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const npcProfile = resolveEncounterAttributeProfile(encounter, options);
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const attributeResonance = item.attributeResonance ?? buildItemAttributeResonance(item);
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const resonanceScore = scoreAttributeFit(
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npcProfile,
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attributeResonance.resonanceVector,
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schemaContext.schema,
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);
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const resonanceBonus = Math.max(0, Math.min(6, Math.round(resonanceScore * 18) - 1));
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const matchedAttributes = getTopContributionAttributeNames(
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npcProfile,
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attributeResonance.resonanceVector,
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schemaContext.schema,
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);
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return {
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resonanceScore,
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resonanceBonus,
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matchedAttributes,
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reasonText: matchedAttributes.length > 0
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? `${item.name}更对上对方看重的${matchedAttributes.join('、')}。`
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: attributeResonance.explanation ?? `${item.name}带来的属性共振暂时不够明显。`,
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};
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}
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export function buildChatAffinityOutcome(params: {
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playerCharacter: Character;
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encounter: Encounter;
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npcState: NpcPersistentState;
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actionText: string;
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worldType?: WorldType | null;
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customWorldProfile?: CustomWorldProfile | null;
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}): ChatAffinityOutcome {
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const schemaContext = buildSchemaContext(
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params.worldType,
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params.customWorldProfile,
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params.encounter,
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);
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const playerProfile = resolveCharacterAttributeProfile(
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params.playerCharacter,
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schemaContext.worldType,
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schemaContext.customWorldProfile,
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);
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const npcProfile = resolveEncounterAttributeProfile(params.encounter, {
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worldType: schemaContext.worldType,
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customWorldProfile: schemaContext.customWorldProfile,
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});
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const intentVector = buildDialogueIntentVector(params.actionText, schemaContext.schema);
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const actorFit = scoreAttributeFit(playerProfile, intentVector, schemaContext.schema);
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const targetFit = scoreAttributeFit(npcProfile, intentVector, schemaContext.schema);
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const sharedFocusVector = buildFocusVector(npcProfile, schemaContext.schema, 2);
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const sharedResonance = scoreAttributeFit(playerProfile, sharedFocusVector, schemaContext.schema);
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const baseGain = Math.max(4, 8 - params.npcState.chattedCount);
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const bonusGain = Math.max(
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0,
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Math.min(4, Math.round(actorFit * 8 + targetFit * 6 + sharedResonance * 8) - 2),
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);
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const matchedAttributes = uniqueNames([
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...getTopContributionAttributeNames(playerProfile, intentVector, schemaContext.schema),
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...getTopContributionAttributeNames(npcProfile, intentVector, schemaContext.schema),
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]).slice(0, 2);
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return {
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affinityGain: baseGain + bonusGain,
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matchedAttributes,
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summary: matchedAttributes.length > 0
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? `你这番说法更对上了对方在${matchedAttributes.join('、')}上的判断方式。`
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: '这轮交谈让对方更愿意继续观察你的来意。',
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};
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}
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export function buildRecruitmentInsight(params: {
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encounter: Encounter;
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npcState: NpcPersistentState;
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playerCharacter: Character;
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worldType?: WorldType | null;
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customWorldProfile?: CustomWorldProfile | null;
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}): RecruitReadinessInsight {
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const schemaContext = buildSchemaContext(
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params.worldType,
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params.customWorldProfile,
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params.encounter,
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);
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const playerProfile = resolveCharacterAttributeProfile(
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params.playerCharacter,
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schemaContext.worldType,
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schemaContext.customWorldProfile,
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);
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const npcProfile = resolveEncounterAttributeProfile(params.encounter, {
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worldType: schemaContext.worldType,
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customWorldProfile: schemaContext.customWorldProfile,
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});
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const preferenceVector = buildFocusVector(npcProfile, schemaContext.schema, 2);
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const tabooVector = buildFocusVector(npcProfile, schemaContext.schema, 1, 'bottom');
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const resonanceScore = scoreAttributeFit(playerProfile, preferenceVector, schemaContext.schema);
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const tabooScore = scoreAttributeFit(playerProfile, tabooVector, schemaContext.schema);
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const resonanceBonus = Math.max(0, Math.min(8, Math.round(resonanceScore * 24) - 2));
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const tabooPenalty = Math.max(0, Math.min(4, Math.round(tabooScore * 12) - 5));
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const matchedAttributes = getTopContributionAttributeNames(
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playerProfile,
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preferenceVector,
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schemaContext.schema,
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);
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const tabooAttributeName = getTopContributionAttributeNames(
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playerProfile,
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tabooVector,
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schemaContext.schema,
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1,
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)[0];
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return {
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readinessScore: params.npcState.affinity + resonanceBonus - tabooPenalty,
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resonanceBonus,
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tabooPenalty,
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matchedAttributes,
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summary: matchedAttributes.length > 0
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? tabooPenalty > 0 && tabooAttributeName
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? `你在${matchedAttributes.join('、')}上的做派更容易被对方视为可同行，但${tabooAttributeName}这一路数仍让他保留几分。`
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: `你在${matchedAttributes.join('、')}上的做派，正是对方愿意并肩同行的那类信号。`
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: '对方主要还是在看你们当前积累下来的信任。',
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};
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}
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