# Learn AI Labs

> High-utility academic and codebase automation platform. Designed for researchers, developers, and students.

Learn AI Labs is a suite of AI-driven tools that streamline scholarly work, paper audits, codebase analysis, and developer workflows. The application operates under a two-tier access model (Free and Pro).

## Academic & Admissions Tools

Automate PhD searches, evaluate supervisor alignments, and design statements of purpose.

* [/tools/phd-opportunities]: PhD Finder - Dynamic system designed to match candidates with fully-funded doctoral opportunities across multiple countries (USA, UK, Canada, Australia, Germany, Netherlands).
* [/tools/supervisor-fit]: Supervisor Fit Analyzer (Pro) - Deep-audits research alignment between a candidate's background and potential faculty members.
* [/tools/sop-strategist]: Statement of Purpose Strategist - Interactive strategizer to draft compelling academic statements of purpose.
* [/tools/proposal-generator]: Research Proposal Generator (Pro) - Generates fully articulated, academically rigorous research proposals from initial concepts.
* [/tools/cv-optimizer]: Academic CV Optimizer - Optimizes curriculum vitae against scholarship benchmarks and vacant lab requirements.
* [/tools/funding-advisor]: PhD Funding Strategy Advisor (Pro) - Details actionable plans and templates for doctoral grants and fellowships.
* [/tools/interview-voice]: PhD Voice Interview Simulator - AI voice agent that simulates panel screenings and candidate admissions interviews.
* [/tools/proposal-analyzer]: Advanced Research Proposal Analyzer (Pro) - Evaluates existing proposals on structure, methodology strength, and literature positioning.

## Research Intelligence Tools

Advanced audits for statistical validity, design anomalies, ethical compliance, and structural gaps.

* [/tools/paper-analyzer]: Research Paper Analyzer - Conducts multi-agent peer reviews simulating scientific peer-panels to harden manuscripts.
* [/tools/research-gap]: Research Gap Discovery Engine - Searches citation graphs and abstracts to identify novel open questions.
* [/tools/research-simplifier]: Research Paper Simplifier - Compresses mathematical logic and jargon into intuitive conceptual summaries.
* [/tools/ethics-analyzer]: AI Ethics Risk Analyzer - Scans models and papers to detect bias leaks, privacy risks, and compliance pitfalls.

## Developer & Codebase Automation

Deep analysis and boilerplate generation for modern developers.

* [/tools/workflow-generator]: AI Workflow Generator - Graph/schema builder for multi-agent system orchestrations.
* [/tools/code-explainer]: Code Explainer - Provides line-by-line mechanical execution walkthroughs of complex files.
* [/tools/code-refactor]: Code Refactor Tool - Structural code refactoring for typing, patterns, and optimization.
* [/tools/bug-reproduction]: Bug Reproduction Assistant - Generates robust bug reproduction scripts, test suites, and mock payloads.
* [/tools/api-generator]: API Generator - Fast stubbing of fully documented and robust REST/GraphQL endpoints.
* [/tools/resume-analyzer]: Resume Analyzer - Evaluates developer resumes against ATS filters and industry trends.

## Teaching & Classroom Tools

Assistance for teachers, teaching assistants, and syllabus managers.

* [/tools/lecture-generator]: Lecture Notes Generator - Transcribes topic outlines and raw transcripts into slide copies and lectures.
* [/tools/assignment-generator]: Academic Assignment Generator - Drafts challenges, assignments, and test criteria matching class goals.
* [/tools/mcq-generator]: MCQ Assessment Generator - Automatically produces multiple-choice questionnaires with distractor analytics.
* [/tools/tutorial-generator]: Tutorial Generator - Detailed step-by-step guides for technical toolkits and environments.
* [/tools/lab-sheet-generator]: Lab Sheet Generator - Structural plans and sheets for practical laboratory experiments.

## Platform Pages

* [/pricing]: Membership Tiers - Access model details. Pro membership is available at $29/month for unlimited daily execution, advanced research analyzers, and advisor plans.
* [/about]: About System - Core methodology and mission behind Learn AI Labs.
* [/history]: Activity Cache - Secure dashboard for logged-in users to review, replay, or delete their recent AI generations.