Skip to content

Conversation

@SatyamPandey-07
Copy link
Contributor

Summary

Introduces an intelligent recommendation system that analyzes user activity to generate personalized growth plans and actionable goals.

Changes

  • Model: RecommendationPath to store active suggestions and growth analysis.
  • Engine: PathfinderService analyzes the last 30 days of ActivityLog to identify:
    • Consistency Gaps: Suggests streaks for low retention users.
    • Difficulty Plateaus: Suggests "Medium/Hard" problems if stuck on "Easy".
    • Platform Reliance: Suggests diversification if only using one platform.
  • Integration: Recommendations can be one-click converted into active Sprints via SprintService.
  • API: Endpoints to view analysis, fetch fresh suggestions, and accept paths.

API Endpoints

Method Endpoint Description
GET /api/pathfinder/analysis Deep dive into user strengths/weaknesses
GET /api/pathfinder/suggestions Get actionable goals for next 7 days
POST /api/pathfinder/accept/:id Convert recommendation to Sprint

Fixes #202

- Created RecommendationPath model for storing growth plans- Built PathfinderService with heuristic gap analysis (consistency, difficulty, platforms)- Implemented automated suggestion generation based on 30-day activity history- Added capability to convert suggestions directly into active Sprints- Exposed endpoints for fetching analysis and accepting recommendations
@SatyamPandey-07
Copy link
Contributor Author

image review and merge it @Yugenjr sir

@SatyamPandey-07
Copy link
Contributor Author

All resolve here roo

@Yugenjr
Copy link
Owner

Yugenjr commented Jan 22, 2026

conflict exists !!!!

@SatyamPandey-07
Copy link
Contributor Author

Resolved

@SatyamPandey-07
Copy link
Contributor Author

merge it and review it @Yugenjr

1 similar comment
@SatyamPandey-07
Copy link
Contributor Author

merge it and review it @Yugenjr

@SatyamPandey-07
Copy link
Contributor Author

@Yugenjr

@SatyamPandey-07
Copy link
Contributor Author

@Yugenjr

@Yugenjr
Copy link
Owner

Yugenjr commented Jan 24, 2026

merge conflicts brother sry

@SatyamPandey-07
Copy link
Contributor Author

image

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

[Feature] Implement "Pathfinder" Problem Recommendation & Weakness Analysis

2 participants