context extended

maybe need polishing

apps/admin/src/lib/ai/prompt-builder.ts

@@ -0,0 +1,91 @@
+import type { AIContext } from './ai-context';
+import { formatGoalForPrompt } from './ai-context';
+
+/**
+ * Build enhanced AI prompt with comprehensive user context
+ * Includes profile, goals, progress, and recommendation history
+ */
+export function buildEnhancedPrompt(context: AIContext): string {
+    const { profile, activeGoals, completedGoals, recentRecommendations, progressSummary } = context;
+
+    // Build goals section
+    const activeGoalsText =
+        activeGoals.length > 0
+            ? activeGoals.map((g) => `- ${formatGoalForPrompt(g)}`).join('\n')
+            : '- No active goals set';
+
+    const completedGoalsText =
+        completedGoals.length > 0
+            ? completedGoals.slice(0, 3).map((g) => g.title).join(', ')
+            : 'None yet';
+
+    // Build context about recent recommendations
+    const recommendationContextText =
+        recentRecommendations.length > 0
+            ? `The user has received ${recentRecommendations.length} recommendations in the past week. Consider their progress and avoid repetitive advice.`
+            : 'This is a new user or they haven\'t received recent recommendations. Provide comprehensive guidance.';
+
+    return `You are a professional fitness trainer and nutritionist with access to the user's complete fitness journey.
+
+## User Profile
+- Height: ${profile.height || 'Not specified'} cm
+- Weight: ${profile.weight || 'Not specified'} kg
+- Age: ${profile.age || 'Not specified'}
+- Gender: ${profile.gender || 'Not specified'}
+- Primary Goal: ${profile.fitnessGoal || 'General fitness'}
+- Activity Level: ${profile.activityLevel || 'Not specified'}
+- Medical Conditions: ${profile.medicalConditions || 'None'}
+- Allergies: ${profile.allergies || 'None'}
+- Injuries: ${profile.injuries || 'None'}
+
+## Active Goals (${activeGoals.length})
+${activeGoalsText}
+
+## Recent Progress
+- Goals Completed: ${progressSummary.goalsCompleted}
+- Active Goals: ${progressSummary.goalsActive}
+- Average Progress on Active Goals: ${progressSummary.averageProgress.toFixed(1)}%
+${completedGoals.length > 0 ? `- Recently Completed: ${completedGoalsText}` : ''}
+
+## Recommendation History
+${recommendationContextText}
+
+## Task
+Generate a personalized daily recommendation that:
+1. Acknowledges their progress on active goals
+2. Provides specific, actionable steps toward goal completion
+3. Builds on previous recommendations without being repetitive
+4. Adapts to their current progress level
+5. Takes into account their medical conditions, allergies, and injuries
+
+Respond in the following JSON format ONLY, no other text. Do not use markdown formatting or code blocks:
+{
+  "recommendationText": "Personalized motivation and progress acknowledgment (2-3 sentences)",
+  "activityPlan": "Specific workout plan aligned with active goals (detailed, 3-5 exercises or activities)",
+  "dietPlan": "Nutrition plan supporting their goals and restrictions (detailed, include meals and portions)"
+}`;
+}
+
+/**
+ * Build basic prompt for users without complete context
+ * Fallback when goals or other data is missing
+ */
+export function buildBasicPrompt(profile: any): string {
+    return `You are a professional fitness trainer and nutritionist.
+Generate a detailed daily recommendation for a user with the following profile:
+- Height: ${profile.height} cm
+- Weight: ${profile.weight} kg
+- Age: ${profile.age}
+- Gender: ${profile.gender}
+- Goal: ${profile.fitnessGoal}
+- Activity Level: ${profile.activityLevel}
+- Medical Conditions: ${profile.medicalConditions || "None"}
+- Injuries: ${profile.injuries || "None"}
+
+Please provide the response in the following JSON format ONLY, no other text. Do not use markdown formatting or code blocks:
+{
+  "recommendationText": "General advice and motivation for today.",
+  "activityPlan": "Detailed workout or activity plan for today.",
+  "dietPlan": "Detailed meal plan for today."
+}`;
+}