refactor(prompt): structure constraints people/world and harden formatting

chore(diffusion): raise DIFFUSION_CAP to 100

modules/story-summary/generate/prompt.js

@@ -303,26 +303,103 @@ function filterConstraintsByRelevance(facts, focusEntities, knownCharacters) {
 }
 
 /**
- * 格式化 constraints 用于注入
+ * Build people dictionary for constraints display.
- * @param {object[]} facts - 所有 facts
+ * Primary source: selected event participants; fallback: focus entities.
- * @param {string[]} focusEntities - 焦点实体
+ *
- * @param {Set<string>} knownCharacters - 已知角色
+ * @param {object|null} recallResult
- * @returns {string[]} 格式化后的行
+ * @param {string[]} focusEntities
+ * @returns {Map<string, string>} normalize(name) -> display name
  */
-function formatConstraintsForInjection(facts, focusEntities, knownCharacters) {
+function buildConstraintPeopleDict(recallResult, focusEntities = []) {
-    const filtered = filterConstraintsByRelevance(facts, focusEntities, knownCharacters);
+    const dict = new Map();
+    const add = (raw) => {
+        const display = String(raw || '').trim();
+        const key = normalize(display);
+        if (!display || !key) return;
+        if (!dict.has(key)) dict.set(key, display);
+    };
 
-    if (!filtered.length) return [];
+    const selectedEvents = recallResult?.events || [];
-
+    for (const item of selectedEvents) {
-    return filtered
+        const participants = item?.event?.participants || [];
-        .sort((a, b) => (b.since || 0) - (a.since || 0))
+        for (const p of participants) add(p);
-        .map(f => {
-            const since = f.since ? ` (#${f.since + 1})` : '';
-            if (isRelationFact(f) && f.trend) {
-                return `- ${f.s} ${f.p}: ${f.o} [${f.trend}]${since}`;
     }
-            return `- ${f.s}的${f.p}: ${f.o}${since}`;
+
-        });
+    if (dict.size === 0) {
+        for (const f of (focusEntities || [])) add(f);
+    }
+
+    return dict;
+}
+
+/**
+ * Group filtered constraints into people/world buckets.
+ * @param {object[]} facts
+ * @param {Map<string, string>} peopleDict
+ * @returns {{ people: Map<string, object[]>, world: object[] }}
+ */
+function groupConstraintsForDisplay(facts, peopleDict) {
+    const people = new Map();
+    const world = [];
+
+    for (const f of (facts || [])) {
+        const subjectNorm = normalize(f?.s);
+        const displayName = peopleDict.get(subjectNorm);
+        if (displayName) {
+            if (!people.has(displayName)) people.set(displayName, []);
+            people.get(displayName).push(f);
+        } else {
+            world.push(f);
+        }
+    }
+
+    return { people, world };
+}
+
+function formatConstraintLine(f, includeSubject = false) {
+    const subject = String(f?.s || '').trim();
+    const predicate = String(f?.p || '').trim();
+    const object = String(f?.o || '').trim();
+    const trendRaw = String(f?.trend || '').trim();
+    const hasSince = f?.since !== undefined && f?.since !== null;
+    const since = hasSince ? ` (#${f.since + 1})` : '';
+    const trend = isRelationFact(f) && trendRaw ? ` [${trendRaw}]` : '';
+    if (includeSubject) {
+        return `- ${subject} ${predicate}: ${object}${trend}${since}`;
+    }
+    return `- ${predicate}: ${object}${trend}${since}`;
+}
+
+/**
+ * Render grouped constraints into structured human-readable lines.
+ * @param {{ people: Map<string, object[]>, world: object[] }} grouped
+ * @returns {string[]}
+ */
+function formatConstraintsStructured(grouped) {
+    const lines = [];
+    const people = grouped?.people || new Map();
+    const world = grouped?.world || [];
+
+    if (people.size > 0) {
+        lines.push('people:');
+        for (const [name, facts] of people.entries()) {
+            lines.push(`  ${name}:`);
+            const sorted = [...facts].sort((a, b) => (b.since || 0) - (a.since || 0));
+            for (const f of sorted) {
+                lines.push(`    ${formatConstraintLine(f, false)}`);
+            }
+        }
+    }
+
+    if (world.length > 0) {
+        lines.push('world:');
+        const sortedWorld = [...world].sort((a, b) => (b.since || 0) - (a.since || 0));
+        for (const f of sortedWorld) {
+            lines.push(`  ${formatConstraintLine(f, true)}`);
+        }
+    }
+
+    return lines;
 }
 
 // ─────────────────────────────────────────────────────────────────────────────
@@ -610,18 +687,23 @@ function buildNonVectorPrompt(store) {
     const data = store.json || {};
     const sections = [];
 
-    // [Constraints] L3 Facts
+    // [Constraints] L3 Facts (structured: people/world)
-    const allFacts = getFacts();
+    const allFacts = getFacts().filter(f => !f.retracted);
-    const constraintLines = allFacts
+    const nonVectorPeopleDict = buildConstraintPeopleDict(
-        .filter(f => !f.retracted)
+        { events: data.events || [] },
-        .sort((a, b) => (b.since || 0) - (a.since || 0))
+        []
-        .map(f => {
+    );
-            const since = f.since ? ` (#${f.since + 1})` : '';
+    const nonVectorFocus = nonVectorPeopleDict.size > 0
-            if (isRelationFact(f) && f.trend) {
+        ? [...nonVectorPeopleDict.values()]
-                return `- ${f.s} ${f.p}: ${f.o} [${f.trend}]${since}`;
+        : [...getKnownCharacters(store)];
-            }
+    const nonVectorKnownCharacters = getKnownCharacters(store);
-            return `- ${f.s}的${f.p}: ${f.o}${since}`;
+    const filteredConstraints = filterConstraintsByRelevance(
-        });
+        allFacts,
+        nonVectorFocus,
+        nonVectorKnownCharacters
+    );
+    const groupedConstraints = groupConstraintsForDisplay(filteredConstraints, nonVectorPeopleDict);
+    const constraintLines = formatConstraintsStructured(groupedConstraints);
 
     if (constraintLines.length) {
         sections.push(`[定了的事] 已确立的事实\n${constraintLines.join("\n")}`);
@@ -743,11 +825,14 @@ async function buildVectorPrompt(store, recallResult, causalById, focusEntities,
 
     const allFacts = getFacts();
     const knownCharacters = getKnownCharacters(store);
-    const constraintLines = formatConstraintsForInjection(allFacts, focusEntities, knownCharacters);
+    const filteredConstraints = filterConstraintsByRelevance(allFacts, focusEntities, knownCharacters);
+    const constraintPeopleDict = buildConstraintPeopleDict(recallResult, focusEntities);
+    const groupedConstraints = groupConstraintsForDisplay(filteredConstraints, constraintPeopleDict);
+    const constraintLines = formatConstraintsStructured(groupedConstraints);
 
     if (metrics) {
         metrics.constraint.total = allFacts.length;
-        metrics.constraint.filtered = allFacts.length - constraintLines.length;
+        metrics.constraint.filtered = allFacts.length - filteredConstraints.length;
     }
 
     if (constraintLines.length) {
@@ -759,7 +844,7 @@ async function buildVectorPrompt(store, recallResult, causalById, focusEntities,
         total.used += constraintBudget.used;
         injectionStats.constraint.count = assembled.constraints.lines.length;
         injectionStats.constraint.tokens = constraintBudget.used;
-        injectionStats.constraint.filtered = allFacts.length - constraintLines.length;
+        injectionStats.constraint.filtered = allFacts.length - filteredConstraints.length;
 
         if (metrics) {
             metrics.constraint.injected = assembled.constraints.lines.length;

modules/story-summary/vector/retrieval/diffusion.js

@@ -63,7 +63,7 @@ const CONFIG = {
     // Post-verification (Cosine Gate)
     COSINE_GATE: 0.48,      // min cosine(queryVector, stateVector)
     SCORE_FLOOR: 0.12,      // min finalScore = PPR_normalized × cosine
-    DIFFUSION_CAP: 80,      // max diffused nodes (excluding seeds)
+    DIFFUSION_CAP: 100,     // max diffused nodes (excluding seeds)
 };
 
 // ═══════════════════════════════════════════════════════════════════════════