feat: only summarize items that needs to be summarized

Author: Junyi-99

src/agents/paper-score.2.summary.ts

@@ -21,15 +21,15 @@ export class PaperReviewSummaryWeaknessAgent extends BaseAgent {
 
     // 解析 <SUMMARY> 和 <WEAKNESSES> tag 的内容
     const summary = response.match(/<SUMMARY>(.*?)<\/SUMMARY>/s)?.[1]?.trim() ?? '';
-    const weaknessesTxt = response.match(/<WEAKNESSES>(.*?)<\/WEAKNESSES>/s)?.[1]?.trim() ?? '';
+    const weaknessesTxt = response.match(/<SUGGESTIONS>(.*?)<\/SUGGESTIONS>/s)?.[1]?.trim() ?? '';
     const weaknesses = weaknessesTxt
       .split('\n')
       .map(line => {
         const [content, rawImportance] = line.replace(/^-\s+/, '').split(' (importance: ');
         if (!content || !rawImportance) return null;
         return {
           weakness: content.trim(),
-          importance: rawImportance.replace(/\)\.?$/, '').trim()
+          importance: rawImportance.replace(/[^a-zA-Z]/g, '').trim()
         };
       })
       .filter((weakness) => weakness !== null);

src/agents/paper-score.schema.ts

@@ -19,17 +19,22 @@ export const PaperScoreResultSchema = z.object({
 
 // 写一个 拼接 suggestion 到一个 fullReview 字符串的函数
 export function joinSuggestions(paperScoreResult: PaperScoreResult) {
+  const scores_details = paperScoreResult.details; // Item -> score
   const suggestions = paperScoreResult.suggestions;
-  const details = paperScoreResult.details;
 
   let fullReview = '';
-  for (const criteriaCategory of Object.keys(suggestions)) {
-    const categoryScore = details[criteriaCategory];
-    fullReview += `# ${criteriaCategory} (Goodness: ${categoryScore}/5)\n`;
-    for (const suggestion of suggestions[criteriaCategory]?.suggestions ?? []) {
-      fullReview += `- ${suggestion}\n`;
+
+  for (const item in scores_details) {
+    const score = scores_details[item] ?? 0;
+    if (score >= 85) {
+      continue;
+    } else {
+      fullReview += `# ${item} (Goodness: ${score}/100)\n`;
+      for (const suggestion of suggestions[item]?.suggestions ?? []) {
+        fullReview += `- ${suggestion}\n`;
+      }
+      fullReview += `\n\n`;
     }
-    fullReview += `\n\n`;
   }
   return fullReview;
 }

src/templates/paper-review-summary-weakness.njk

@@ -23,4 +23,4 @@ Here are definitions of importance levels:
 # Here is the review
 <REVIEW>
 {{ fullReview }}
-</REVIEW>
+</REVIEW>