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Arjunsharma5767/mulecube-os

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๐Ÿ› ๏ธ Build your offline world with MuleCube OS, a self-contained knowledge server featuring local AI, offline Wikipedia, mesh communication, and battery backup.

What's novel

๐Ÿ› ๏ธ Build your offline world with MuleCube OS, a self-contained knowledge server featuring local AI, offline Wikipedia, mesh communication, and battery backup.

Code Analysis

11 files read ยท 3 rounds

A Docker Compose-based offline server stack for Raspberry Pi 5 that bundles ~20 services (Kiwix, Open WebUI, Meshtastic, PiHole, etc.) with custom FastAPI microservices for hardware monitoring (I2C battery/temperature), self-healing watchdog with thermal/battery shedding, WiFi AP management, backup/

Strengths

The watchdog's thermal/battery shedding with hysteresis and the hw-monitor's direct I2C MAX17048 register reading show genuine hardware-specific engineering. The two-tier control panel (user vs admin) with proper service tiering, memory limits, and healthchecks demonstrates thoughtful system design for a constrained embedded platform.

Weaknesses

Zero test coverage across all 9 Python services. The backup restore extracts tar to / with no path-traversal protection, and the battery time-remaining uses a hardcoded 500mA draw that won't reflect actual load. The README describes a downloadable .img file and 'on-screen instructions' that don't match the actual curl-pipe-bash installer and Docker-based setup.

Score Breakdown

Innovation
5 (25%)
Craft
50 (35%)
Traction
11 (15%)
Scope
72 (25%)

Signal breakdown

Innovation

Not Fork+1
Code Novelty+1
Concept Novelty+1

Craft

Ci-3
Tests-5
Polish+1
Releases-2
Has License+5
Code Quality+20
Readme Quality+15
Recent Activity+7
Structure Quality+5
Commit Consistency+2
Has Dependency Mgmt+5

Traction

Forks+0
Stars+6
Hn Points+0
Watchers+3
Early Traction+0
Devto Reactions+0
Community Contribs+2

Scope

Commits+5
Languages+8
Subsystems+10
Bloat Penalty+0
Completeness+7
Contributors+6
Authored Files+12
Readme Code Match+3
Architecture Depth+7
Implementation Depth+8

Evidence

Commits

10

Contributors

2

Files

77

Active weeks

4

TestsCI/CDREADMELicenseContributing

Repository

Language

Python

Stars

1

Forks

0

License

GPL-3.0