Jan 1 — Feb 28, 2026

Jay

Android Developer • Kotlin, Jetpack Compose

Total Sessions
117
AI-assisted development
Deep Dives
50
Complex problem exploration
Spec Quality
Top
Best-structured prompts on team
Primary Strength
You excel at providing comprehensive, well-structured requirements. When you write detailed specs with clear acceptance criteria, you set both yourself and the AI up for success.
Session Patterns
Prompt Categories
General Tasks
51%
Exploration
21%
Code Review
12%
Detailed Specs
10%
Session Outcomes
Exploration
68%
Partial Success
24%
Full Resolution
8%
Analysis
Pattern Recognition

You're in an active learning phase on a complex codebase. Your sessions show deep curiosity about library features, pagination systems, and local storage.

Technical Context

40% of sessions involved the AI struggling to locate files—not due to prompting quality, but likely due to project mounting in the AI environment.

Workflow Tips
1
Provide File Path Anchors

Since environment discovery sometimes fails, include specific file paths in your initial prompt:

Look at feature/library/data/LibraryRepository.kt and feature/library/domain/usecases/AddToLibraryUseCase.kt
2
Scope Complex Features

Break multi-part features into focused iterations:

  • Iteration 1: Understand current implementation
  • Iteration 2: Design the new approach
  • Iteration 3: Implement and verify
3
Environment Verification

At session start, verify access to prevent wasted iterations:

List files in feature/library/ to confirm access
Notable Patterns
Persistent Learner

Even when sessions didn't complete, you gained context that carried into future work.

Specification Quality

Your detailed spec prompts show strong requirements communication skills.

Android Kotlin Jetpack Compose Library Features