BrowseFull catalogOutcomesSolve a specific problemRolesStack by teamTrustFilter by risk tier
← Back to the Claude Observatory

Box

Skill Development Usable

Private on-device AI suite for Android. Fork of Google AI Edge Gallery with llama.cpp, whisper.cpp, stable-diffusion.cpp, GGUF import, voice chat, vision AI, on-device image generation, biometric lock, encrypted history, and CPU/NPU/GPU acceleration.

531 starsFreeQuick setup
Usable rating — This tool is functional but has notable gaps. Review the evaluation notes below before deploying.

Enables teams to run inference workloads locally on Android devices without cloud dependency, reducing latency, data exposure, and operational costs while maintaining full model control.

Mobile development teams and enterprises requiring on-device AI with strict privacy or offline-first requirements.

Claude Code Claude Cowork Claude Chat

https://github.com/jegly/Box

By jegly

How to Get It

Option 1: Claude Desktop App (Code Mode)Click the + button next to the prompt box → PluginsAdd plugin. Search and click Install. Skills work in Claude Code only.
Option 2: Paste into Claude CodeCopy the command below and paste it into your conversation. Claude will install it.
Command
claude plugins install jegly/Box

Tip: Paste this into a Claude Code conversation. Verify command matches your Claude Code version.

CostFree

Trust Signals Auto-scanned

Stars531Last updated2026-06-01Known CVEsNone foundSources: GitHub Advisory Database + OSV.dev · Scanned 2026-06-03 · scanner v1

Community Pulse Growing

Discussed on Hacker News

10 mentions across 1 sources

Reviewer notes

Auto-scanned review. These are observations, not a security certification.

Scored from trust signals (evidence-eval-v1): 531 GitHub stars; contributors unknown; last commit 2d ago; license no license.

How to evaluate tools before deploying →

Data shown here comes from public APIs and automated scanning. Reviewer notes reflect one person's experience. This is not a security certification or legal recommendation. Always evaluate tools according to your own organization's policies.

Evaluation

Ease of Use
2/5
Versatility
4/5
Reliability
3/5
Security
3/5
Overall score2.90 / 5.00 UsableEvaluatedJun 2026
Scored from trust signals (evidence-eval-v1): 531 GitHub stars; contributors unknown; last commit 2d ago; license no license.

← Back to the Claude Observatory

Rolling Claude out in your org? Let's talk.

Start a conversation →