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Project	Deployment	Review	Updated (UTC)
wise-front	Ready	Preview, Comment	Dec 19, 2025 4:40pm

[Copilot]

Pull request overview

This PR represents a major development iteration ("Develop") that introduces significant feature additions and architectural improvements to the ECIWISE+ platform. The changes focus on connecting frontend components to backend services, implementing real-time chat functionality, enhancing material management, and improving the tutoring system.

Key Changes:

• Integration of backend services for tutoring, materials, user management, and real-time chat via WebSockets
• Addition of new admin functionality for managing subjects (materias) and materials
• Implementation of AI-powered material recommendations with feature flag support
• Removal of mock statistics pages and consolidation of admin features

Reviewed changes

Copilot reviewed 113 out of 154 changed files in this pull request and generated 3 comments.

Show a summary per file

File	Description
app/routes/dashboard/student/statistics.tsx	Complete removal of mock statistics page
app/routes/dashboard/student/profile.tsx	Backend integration for profile management with proper error handling
app/routes/dashboard/student/materials.tsx	Major overhaul adding AI recommendations, real-time search, and backend connectivity
app/routes/dashboard/student/index.tsx	Integration of real-time tutoring stats and materials by date
app/routes/dashboard/student/hooks/useProfileSave.ts	New hook for profile saving with comprehensive error handling
app/routes/dashboard/student/hooks/useProfileForm.ts	Simple form management hook leveraging base implementation
app/routes/dashboard/admin/*	Multiple admin pages updated/created for user, material, and subject management
app/lib/services/*	Extensive service layer additions for tutoring, materials, WebSocket, and user management
app/lib/types/*	New type definitions for tutoring, materials, and API responses
app/lib/hooks/*	Multiple custom hooks for data fetching and state management
app/root.tsx	Added site title and favicon

Comments suppressed due to low confidence (3)

app/lib/services/materials.service.ts:1

• Cannot use React hooks (useQueryClient) inside a service class method. This is a React hook being called outside of a React component or custom hook. The handleSuccess method at line 189 should receive queryClient as a parameter from the calling component instead.

/**

app/routes/dashboard/admin/users.tsx:1

• Variable prefixed with underscore typically indicates it's intentionally unused, but this appears to be needed for the handleSuccess function. Either remove the underscore prefix if it's used, or remove the variable if it's truly unused.

import {

app/routes/dashboard/student/materials.tsx:1

• The _userRating state variable is prefixed with underscore but setUserRating is called later (line 382). Either remove the underscore if the state is used, or remove the entire unused state.

import {

---

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[Copilot]

These variables setSelectedSubject and setSelectedSemester are referenced but no longer exist in the component's state. They were removed when switching to tag-based filtering (lines 180-187). These lines should be removed or updated to use the new setSelectedTags state setter.

Suggested change

	setSelectedSubject('Todos');
	setSelectedSemester('Todos');
	// Reiniciar filtros de tags al hacer una nueva búsqueda basada en la recomendación
	setSelectedTags([]);

[Copilot]

Reference to undefined variable selectedSubject. This variable was removed when switching from subject/semester filtering to tag-based filtering. This fallback logic needs to be updated or removed.

Suggested change

	const materias =
	materiasFromInput.length > 0
	? materiasFromInput
	: selectedSubject !== 'Todos'
	? [selectedSubject]
	: [];
	const materias = materiasFromInput;

[Copilot]

This function duplicates functionality from app/lib/utils/api.utils.ts. Consider importing and reusing the existing implementation to avoid code duplication.