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Student Project Rescue
Rescue serves as an active development partner and AI-native project recovery platform built to rescue student projects before a deadline. The Problem: Towards the end of a project lifecycle, students often face incomplete features, broken APIs, missing tests, poor project structure, and unclear priorities, where the hardest part is understanding what needs to be fixed first. The Solution: By feeding the system a real student codebase (via ZIP upload or GitHub repository), the platform turns project chaos into an actionable rescue plan. The Rescue Engine: The intelligence behind the workflow operates across four clear stages: 01. Understand: Maps the real codebase by analyzing repository structures, source files, dependencies, APIs, components, and configurations. 02. Identify: Detects implemented, broken, and missing functionality. 03. Prioritize: Considers impact, blocking status, dependencies, requirements, deadlines, and risk factors. 04. Verify: Relies on type checking, tests, builds, API checks, and regression checks to ensure evidence beats assertion. Core Loop and Experience: Rather than overwhelming the student with a chaotic list, the workflow guides them through structured phases—Analyze, Prioritize, Fix, and Verify—one task at a time. Every rescue cycle ends only when a change is real, replacing manual investigation and confusion with verified progress and clear, actionable steps.
27 Sep 2026
