Current repository readingScanned Jul 25, 2026, 9:00 AM UTC

2025-hack-midwest Codebase Valuation

CampusMind is a comprehensive full-stack application that leverages AI agents to provide personalized academic guidance and wellness support for college students. Built with FastAPI, Next.js, MongoDB Atlas with Vector Search, and the Strands Agents SDK.

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RepoWorth
github.com/achen2304

2025-hack-midwest

CampusMind is a comprehensive full-stack application that leverages AI agents to provide personalized academic guidance and wellness support for college students. Built with FastAPI, Next.js, MongoDB Atlas with Vector Search, and the Strands Agents SDK.

RepoWorth$103,094Current measured development value · 60.0 active build days
Rebuild complexity92.208/100Profile: Complex
7.3M code tokens2.3K source filesPython primary language
Scanned Jul 25, 2026Public GitHub repositorycodevaluation.com/repoworth/2025-hack-midwest
Authored code7.3M tokens · 882,852 source lines
Complexity92.208/100 · Complex
Primary stackPython
Scan coverage92.83% · Content scan
RepoWorth development valuation

One valuation, with the evidence behind it.

RepoWorth models the current development value represented by the visible repository evidence. It does not include ideation, intellectual property, business value, product discovery, or sale price.

RepoWorthCurrent measured development value
$103,094

Modeled range $82,475 to $123,712

60.0 active build days480.4 engineering hours6M implementation tokens
Repository evidenceMeasured at the scanned commit
7.3M tokens

882,852 source lines across 2,307 authored files

264 test files83 dependencies92.83% scan coverage
Repository evidence

Building the historical and contribution view.

The headline RepoWorth and measured source facts are ready. Comparable history, accepted changes, and badge evidence will appear here as enrichment finishes.

Repository contributors

Top contributors.

Ranked from the public GitHub contributor evidence available at the latest scan. This table describes measured repository activity, not ownership or original authorship.

RankContributorContributionsShare of top groupLatest measured activity
#1aaw3@aaw326100.0%Current GitHub contributor snapshot
About 2025-hack-midwest

What the public repository appears to contain.

CampusMind is a comprehensive full-stack application that leverages AI agents to provide personalized academic guidance and wellness support for college students. Built with FastAPI, Next.js, MongoDB Atlas with Vector Search, and the Strands Agents SDK.

License
Not detected
Default branch
main
GitHub stars
0
Forks
2
Last public push
Oct 13, 2025
Repository state
Active public repository
Detected language profile31.1MB authored source
Python96.47%
TypeScript1.45%
C/C++1.26%
C0.78%
C++0.02%
CSS0.02%
JavaScript0.01%
Source files2,307
Test files264
Manifests2
Dependencies83
Measured technical evidence

A fuller view of what the scanner found.

These values come from the same immutable repository scan as the headline RepoWorth. They stay tied to the scanned commit so the reading can be inspected against one exact source state.

Maintainability signal67/100

Established based on deterministic repository structure and complexity signals.

Production source6M tokens

First-party implementation tokens eligible for the modeled code-scale input.

Test evidence1.3M tokens

264 detected test files contribute separately from production code.

Configuration and infrastructure1.9K tokens

2 manifests and 0 workspace boundaries were detected.

Documentation74.9K tokens

70 documentation files remain visible as a distinct enablement signal.

Integration surface20,377 signals

83 dependency declarations and 59 public-interface signals were measured.

Repository structure10 levels deep

0 large files and 85,827 branch signals add structural context.

Excluded from authored evidence0 files

36 generated files were identified. Ignored and generated material does not inflate RepoWorth.

Measured repository distinctions

Repository evidence highlights.

Each highlight records a measured characteristic of the same repository scan used for this RepoWorth report.

architecture

Integration mesh

At least 10,000 deterministic integration signals were measured in source.

architecture

Integration surface

At least 1,000 deterministic integration signals were measured in source.

Technical effort profile

What makes this repository harder to rebuild.

Code scale, branching, dependencies, languages, structure, and visible test evidence shape the implementation and verification effort represented by this repository.

Code scaleHigh

Measured from the current source archive.

ComplexityHigh

Derived from branch density, dependencies, languages, and code scale.

VerificationHigh

Measures visible test code relative to the source corpus.

Development effort composition

Source volume alone does not explain the work.

This view separates authored evidence from the implementation, integration, verification, and engineering oversight represented by the current repository.

Reading boundary: These are modeled development inputs for the visible code. They do not include product discovery, company value, private systems, or commercial outcomes.

Weighted authored evidence6MProduction, tests, configuration, and documentation
Estimated implementation output6MImplementation, retries, integration, and verification
Engineering oversight480.4 hoursOrientation, integration, tests, and review
Active build time60.0 daysModeled effort represented by the current source state
Evidence boundary

What this valuation includes.

CodeValuation.com counted supported authored source on commit ad7c404336d569dac1cdeab0400f57c2f9549b3e, measured deterministic repository signals, then estimated implementation, rework, testing, integration, and engineering oversight.

Included

Supported first-party source, tests, configuration, manifests, repository structure, dependency signals, and framework boundaries.

Excluded

Common generated and vendored files, build output, dependencies, lockfiles, minified assets, binaries, media, and private systems outside this repository.

Not claimed

Ideation, intellectual-property rights, security posture, production reliability, company value, sale price, revenue, user value, proprietary data, or the cost of discovering the original product.

This is a modeled current development valuation for the repository's visible code at a specific commit. It reflects code volume, implementation output, complexity, and engineering oversight. It is not a business valuation, investment appraisal, security review, or estimate of sale price, ideation, intellectual property, revenue, users, brand, proprietary data, undocumented domain knowledge, or private infrastructure.

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