EggScan

A Spring Boot and React system for profile scanning, developer comparison, repository deep dives, commit analysis, README evaluation, and stack analysis.

CategoryAI-powered developer analysis suiteStatusDeployedRoleFull-stack developerContextPersonal projectStackSpring Boot · React · Groq · GitHub GraphQLLicenseMITLiveOpen build ↗SourceGitHub ↗

Analysis chamber / EggScan

Raw GitHub data.
Readable evidence.

The suite changes lenses without changing the evidence boundary.

Mode 01 / 06Profile

Input: Profile + contributions
Output: Readable scoring and feedback

GitHub GraphQL→Spring Boot→Groq analysis→Human-readable verdict

Overview

What the system is

EggScan has grown beyond a profile scorer into a developer-analysis suite with multiple reviewer personas and focused tools for profiles, repositories, commits, READMEs, and technology stacks.

Problem

The constraint that shaped it

Turn raw GitHub data into readable portfolio and repository feedback without hiding the technical evidence.

Contribution

What I owned

Backend API and GitHub integration
AI analysis flows
Frontend experience and feature expansion

Capabilities

What it does

01Profile scanAnalyzes GitHub profile and contribution data with readable scoring and feedback.
02Developer battleCompares two developer profiles through the same evidence-driven flow.
03Repository deep diveExamines a repository beyond top-level profile signals.
04Focused analysisIncludes commit-message, README, and stack evaluation modes.
05Reviewer personasOffers multiple presentation styles for the analysis.

Engineering

Decisions on record

Data: GitHub GraphQL consolidates profile and repository evidence.
Backend: Spring Boot owns integration and analysis orchestration.
AI boundary: Model output is analysis, not verified fact about a developer.

Evidence boundary

Known limitations

Live provider behavior requires runtime verification; automated checks alone do not prove production reliability

Open live ↗View source ↗

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