[WIP] Implement image expansion in response submission view

[Copilot]

Implementation Plan for Mentoring Impact Analysis and AI Response Tuning

Objectives

• Analyze existing codebase structure for AI and image expansion features
• Enhance AI service with response analysis capabilities
• Add mentor response scoring and pattern analysis
• Implement prompt engineering improvements for AI drafts
• Add response quality metrics and tracking
• Create utilities for analyzing mentoring effectiveness
• Test and validate AI response improvements
• Document new features and capabilities

Key Components to Modify/Create

1. AI Service Enhancement (app_server/services/ai.js)

   • Add response scoring mechanisms
   • Implement pattern analysis for high-quality mentor responses
   • Enhance prompt engineering with better context utilization

2. API Endpoint Enhancement (app_server/datasource/api/aiApi.js)

   • Add endpoints for response analysis
   • Implement feedback quality metrics

3. Image Expansion (Already implemented correctly)

   • Component already has isImageExpanded: false by default ✓
   • Toggle functionality already exists ✓

Technical Approach

• Use existing database models for analyzing mentor responses
• Implement scoring based on response characteristics (length, language patterns, engagement)
• Add contextual analysis for improving AI draft generation
• Leverage existing mock draft system as foundation

Original prompt

implement this.

[Chronological Review: The conversation began with the user discussing the integration of a component related to image expansion in the `response-submission-view.js` file. The user encountered an error regarding accessing a property in Ember.js, which led to further exploration of the codebase. The user then shifted focus to testing and requested to dismiss a Mocha test extension recommendation. Following this, the user provided a detailed analysis of mentoring impact evidence and proposed AI approaches for analyzing student data. The user expressed interest in AI response tuning and requested guidance on how to proceed. The conversation concluded with the user requesting to implement the discussed strategies and enabling a specific GitHub Copilot feature.]

[Intent Mapping:

1. "Integration | Component | response-submission-view: toggles additional image expansion" - User wants to implement image expansion functionality.
2. "Image should be collapsed by default" - User specifies default behavior for the image component.
3. "Dismiss: 'We recommend installing an extension to run mocha tests.'" - User wants to ignore a Mocha test extension suggestion.
4. "For immediate work: I'm most interested in focusing on AI response tuning" - User seeks to analyze mentor responses and improve feedback patterns.
5. "How do you recommend we should go about this?" - User requests guidance on the next steps.
6. "implement this." - User requests implementation of the discussed strategies.
7. "Enable: 'Enable GPT-5-Codex (Preview) for all clients'" - User wants to enable a specific feature in GitHub Copilot.]

[Technical Inventory:

• Technologies: Ember.js (version unspecified), Mocha (testing framework), GitHub Copilot (AI coding assistant).
• Concepts: Image expansion in UI components, mentoring impact analysis, AI response tuning, prompt engineering, predictive modeling, content analysis, and sentiment detection.]

[Code Archaeology:

• File: response-submission-view.js
  • Purpose: To manage the display and interaction of response submissions, including image handling.
  • Current State: User encountered an error related to accessing a property in Ember.js.
  • Key Code Segments: Not specified in the conversation.
• File: aiApi.js
  • Purpose: To handle API interactions related to AI functionalities.
  • Current State: User is currently working on this file but specific changes were not detailed.]

[Progress Assessment:

• Completed Tasks: User has outlined a comprehensive analysis of mentoring impact and proposed AI approaches.
• Partially Complete Work: User is in the process of implementing AI response tuning and enabling GitHub Copilot features.
• Validated Outcomes: No specific outcomes confirmed through testing were mentioned.]

[Context Validation: All critical information for continuation is captured, including user goals related to AI response tuning and component integration.]

[Recent Commands Analysis:

• Last Agent Commands:
  1. "Enable: 'Enable GPT-5-Codex (Preview) for all clients'" - User requested to enable a specific feature in GitHub Copilot.
  2. "implement this." - User requested implementation of the discussed strategies.
• Tool Results Summary: No specific tool results were returned for the last commands as they were user requests.
• Pre-Summary State: The agent was actively discussing the implementation of AI response tuning strategies and enabling GitHub Copilot features when the token budget was exceeded.
• Operation Context: These commands were executed to facilitate the user's goals of enhancing AI functionalities and improving mentoring feedback analysis.]

1. Conversation Overview: - Primary Objectives: - "Integration | Component | response-submission-view: toggles additional image expansion." - "Image should be collapsed by default." - "For immediate work: I'm most interested in focusing on AI response tuning." - "How do you recommend we should go about this?" - "implement this." - "Enable: 'Enable GPT-5-Codex (Preview) for all clients.'" - Session Context: The conversation flowed from discussing a specific component integration issue to broader analysis of mentoring impacts and AI approaches, culminating in requests for implementation and feature enablement. - User Intent Evolution: The user transitioned from troubleshooting a specific error to exploring comprehensive strategies for analyzing mentoring effectiveness and enhancing AI responses.

2. Technical Foundation:

• Ember.js: Used for building the UI components, specifically for managing response submissions.
• Mocha: Mentioned as a testing framework, with a request to dismiss its extension recommendation.
• GitHub Copilot: User requested to enable a specific feature to assist with coding.

3. Codebase Status:

• File Name: response-submission-view.js
  • Purpose: Manage response submissions and image handling.
  • Current State: User encountered an error accessi...

Created from VS Code via the GitHub Pull Request extension.

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