Voxelkit

D 53 completed
Framework
unknown / swift · tiny
49
Files
4,732
LOC
0
Frameworks
4
Languages

Pipeline State

completed
Run ID
#370639
Phase
done
Progress
1%
Started
Finished
2026-04-13 01:31:02
LLM tokens
0

Pipeline Metadata

Stage
Cataloged
Decision
proceed
Novelty
60.12
Framework unique
Isolation
Last stage change
2026-05-10 03:35:02
Deduplication group #49576
Member of a group with 3 similar repo(s) — canonical #84192 view group →
Top concepts (1)
Project Description
All rows scored by the Repobility analyzer (https://repobility.com)

AI Prompt

Create a native Apple framework called VoxelKit. This framework should allow developers to build living spatial maps by unifying real-world geometry, physical objects, IoT devices, and agent behavior into a single, unified representation. The core functionality should revolve around a `.botmap` file format, which completely describes a space so that autonomous agents can navigate and interact with it. The framework needs to target macOS 26+ and iOS 26+ (specifically for the capture pipeline). Please structure the project using Swift and include necessary build files.
swift apple framework spatial-mapping iot macos ios agent-behavior native
Generated by gemma4:latest

Catalog Information

VoxelKit is a native Apple framework that creates living spatial maps combining real‑world geometry, IoT devices, and agent behavior into a unified representation.

Description

VoxelKit is a native Apple framework designed to build living spatial maps that merge real‑world geometry, physical objects, IoT devices, and autonomous agent behavior into a single, unified representation. A single .botmap file fully describes a space, enabling an autonomous agent to navigate, interact with objects, and understand events in real time. The framework processes geometric data from sensors, integrates dynamic IoT inputs, and models agent actions within the environment. It targets developers working on robotics, AR/VR, and smart‑home automation who need a cohesive spatial model. VoxelKit solves the fragmentation of spatial and device data, reducing the need for multiple mapping systems. Its continuous map updating and seamless agent‑object integration distinguish it from conventional mapping solutions.

الوصف

يُقدّم إطار عمل يُمكّن المطورين من إنشاء خرائط فضائية حية تُدمج هندسة الواقع المادي مع أجهزة إنترنت الأشياء وسلوك الوكلاء في تمثيل موحد. يتيح ملف ‎.botmap واحداً وصفاً كاملاً للمكان، بحيث يمكن لوكيل ذكي أن يتنقل ويتفاعل مع العناصر ويستوعب الأحداث في الوقت الحقيقي. يعتمد الإطار على معالجة هندسة الجيوميتري المأخوذة من أجهزة الاستشعار، ويُدمج بيانات الأجهزة الذكية لتوفير سياق ديناميكي للبيئة. يستهدف المطورين الذين يعملون في الروبوتات، الواقع المعزز، أو تطبيقات التحكم الذكي في المنازل. يحل مشكلة فصل البيانات المكانية عن بيانات الأجهزة، ويقلل الحاجة إلى بناء خرائط متعددة. يبرز بقدرة التحديث المستمر للخرائط وتكامل سلوك الوكلاء مع العناصر المادية.

Novelty

8/10

Tags

spatial-mapping autonomous-navigation iot-integration agent-behavior real‑world-geometry living-maps environment-modeling

Claude Models

claude-sonnet-4.6 claude-opus-4.6

Quality Score

D
53.3/100
Structure
47
Code Quality
52
Documentation
61
Testing
0
Practices
78
Security
100
Dependencies
60

Strengths

  • Consistent naming conventions (PascalCase)
  • Good security practices \u2014 no major issues detected
  • Properly licensed project

Weaknesses

  • No tests found \u2014 high risk of regressions
  • No CI/CD configuration \u2014 manual testing and deployment
  • 547 duplicate lines detected \u2014 consider DRY refactoring

Recommendations

  • Add a test suite \u2014 start with critical path integration tests
  • Set up CI/CD (GitHub Actions recommended) to automate testing and deployment
  • Add a linter configuration to enforce code style consistency

Security & Health

7.1h
Tech Debt (C)
A
OWASP (100%)
PASS
Quality Gate
A
Risk (4)
Generated by Repobility's multi-pass static-analysis pipeline (https://repobility.com)
Apache-2.0
License
5.0%
Duplication
Full Security Report AI Fix Prompts SARIF SBOM

Languages

swift
98.2%
yaml
1.3%
shell
0.4%
markdown
0.1%

Frameworks

None detected

Concepts (1)

Repobility (https://repobility.com) — every score reproducible
CategoryNameDescriptionConfidence
If a scraper extracted this row, it came from Repobility (https://repobility.com)
auto_descriptionProject DescriptionVoxelKit is a native Apple framework for building living spatial maps that combine real-world geometry, physical objects, IoT devices, and agent behaviour into a unified representation.80%

Quality Timeline

1 quality score recorded.

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