From b03c25e70ea9788a4b2c4034f7fb7f36e8a0ea10 Mon Sep 17 00:00:00 2001
From: Harshit-Mishra2212 <harshitmishrahm1357@gmail.com>
Date: Tue, 26 May 2026 02:46:19 +0530
Subject: [PATCH] fix: return structured JSON from AI routes so insights
 actually populate

---
 src/app/api/ai/route.ts       | 44 +++++++++++++++++------------------
 src/app/api/insights/route.ts | 44 ++++++++++++++++++++++-------------
 2 files changed, 50 insertions(+), 38 deletions(-)

diff --git a/src/app/api/ai/route.ts b/src/app/api/ai/route.ts
index 0f2fe47..e46c06a 100644
--- a/src/app/api/ai/route.ts
+++ b/src/app/api/ai/route.ts
@@ -8,49 +8,49 @@ const anthropic = new Anthropic({
 export async function POST(request: Request) {
   try {
     const data = await request.json();
-    
+
     const response = await anthropic.messages.create({
       model: 'claude-3-5-haiku-20241022',
       max_tokens: 1000,
       messages: [{
         role: 'user',
         content: `You are analyzing the Protocol Labs Developer Guild (PLDG) engagement data.
-        
+
         Context:
         - PLDG is a program designed to drive open source contributors into Filecoin ecosystems
         - We track engagement through weekly surveys and GitHub contributions
         - Tech partners include Fil-Oz, Libp2p, IPFS, and others
-        
+
         Data:
         ${JSON.stringify(data, null, 2)}
 
-        Please provide:
-        1. Key Performance Indicators
-        2. Risk Factors & Areas for Improvement
-        3. Strategic Recommendations
-        4. Success Stories & Notable Achievements
-
-        Format the response in markdown.`
+        Respond ONLY with a valid JSON object in exactly this shape, no markdown, no extra text:
+        {
+          "riskFactors": ["risk 1", "risk 2"],
+          "strategicRecommendations": ["recommendation 1", "recommendation 2"],
+          "successStories": ["story 1", "story 2"]
+        }`
       }]
     });
 
-    // Type guard to check if the content is text
     const textContent = response.content[0];
     if (!('text' in textContent)) {
       throw new Error('Unexpected response format from Claude');
     }
 
-    return NextResponse.json({
-      insights: textContent.text,
-      success: true
-    });
+    let insights;
+    try {
+      insights = JSON.parse(textContent.text);
+    } catch {
+      throw new Error('Claude returned non-JSON response');
+    }
+
+    return NextResponse.json({ insights, success: true });
   } catch (error) {
     console.error('Error generating AI insights:', error);
-    return NextResponse.json({ 
-      error: 'Failed to generate insights', 
-      success: false 
-    }, { 
-      status: 500 
-    });
+    return NextResponse.json(
+      { error: 'Failed to generate insights', success: false },
+      { status: 500 }
+    );
   }
-} 
\ No newline at end of file
+}
\ No newline at end of file
diff --git a/src/app/api/insights/route.ts b/src/app/api/insights/route.ts
index e32857e..54718cc 100644
--- a/src/app/api/insights/route.ts
+++ b/src/app/api/insights/route.ts
@@ -8,14 +8,14 @@ const anthropic = new Anthropic({
 export async function POST(request: Request) {
   try {
     const data = await request.json();
-    
+
     const response = await anthropic.messages.create({
       model: 'claude-3-5-haiku-20241022',
       max_tokens: 1000,
       messages: [{
         role: 'user',
-        content: `You are analyzing PLDG (Protocol Labs Developer Guild) engagement data. 
-        Please provide insights and recommendations based on the following metrics:
+        content: `You are analyzing PLDG (Protocol Labs Developer Guild) engagement data.
+        Please provide insights based on the following metrics:
 
         Engagement Trends:
         ${JSON.stringify(data.engagementMetrics.trends, null, 2)}
@@ -29,22 +29,34 @@ export async function POST(request: Request) {
         GitHub Activity:
         ${JSON.stringify(data.githubMetrics, null, 2)}
 
-        Please structure your analysis into these sections:
-        1. Key Trends
-        2. Areas of Concern
-        3. Specific Recommendations
-        4. Notable Achievements
-        
-        Format the response in markdown.`
+        Respond ONLY with a valid JSON object in exactly this shape, no markdown, no extra text:
+        {
+          "keyTrends": ["trend 1", "trend 2", "trend 3"],
+          "areasOfConcern": ["concern 1", "concern 2"],
+          "recommendations": ["recommendation 1", "recommendation 2"],
+          "achievements": ["achievement 1", "achievement 2"]
+        }`
       }]
     });
 
-    return NextResponse.json({
-      insights: response.content,
-      success: true
-    });
+    const textContent = response.content[0];
+    if (!('text' in textContent)) {
+      throw new Error('Unexpected response format from Claude');
+    }
+
+    let insights;
+    try {
+      insights = JSON.parse(textContent.text);
+    } catch {
+      throw new Error('Claude returned non-JSON response for insights');
+    }
+
+    return NextResponse.json({ insights, success: true });
   } catch (error) {
     console.error('Error generating insights:', error);
-    return NextResponse.json({ error: 'Failed to generate insights', success: false }, { status: 500 });
+    return NextResponse.json(
+      { error: 'Failed to generate insights', success: false },
+      { status: 500 }
+    );
   }
-} 
\ No newline at end of file
+}
\ No newline at end of file