Note Task Dev

C 70 completed
Ai Ml
desktop_app / markdown · small
135
Files
23,678
LOC
5
Frameworks
9
Languages

Pipeline State

completed
Run ID
#305769
Phase
done
Progress
1%
Started
Finished
2026-04-13 01:31:02
LLM tokens
0

Pipeline Metadata

Stage
Cataloged
Decision
proceed
Novelty
84.00
Framework unique
Isolation
Last stage change
2026-05-10 03:35:31
Deduplication group #58147
Member of a group with 1 similar repo(s) — this repo is canonical view group →
Top concepts (12)
Project DescriptioninfrastructurepresentationTestingtestingFactoryStrategyTestingSearchFile ManagementConfigurationAuthentication
If a scraper extracted this row, it came from Repobility (https://repobility.com)

AI Prompt

Create a local-first, AI-augmented developer workspace called Cortex. It needs to integrate persistent semantic memory, a functional terminal, an agentic IDE, and an auto-linking knowledge graph. The system should use a FastAPI sidecar with LanceDB for vector storage, and a Rust file watcher to handle background ingestion from local files. For the frontend, please use SolidJS, Vite, and TailwindCSS 4, and ensure the application is built using Tauri 2.0.
solidjs tauri fastapi rust ai-workspace local-first semantic-memory vector-db vite typescript python
Generated by gemma4:latest

Catalog Information

Cortex is an AI-native workspace designed for developers to integrate persistent semantic memory, a functional terminal, an agentic IDE, and an auto-linking knowledge graph into a local-first application.

Description

Cortex is a cutting-edge AI-augmented workspace tailored for developers. It combines various innovative features such as persistent semantic memory, a functional terminal, an agentic IDE, and an auto-linking knowledge graph to create a seamless development experience. The project's architecture is divided into phases, with Phase 1 focusing on the Context Engine Core and Phase 2 completed, featuring a Rust file watcher and ingestion pipeline.

الوصف

يعد كورتكس (Cortex) مكان العمل الذكي المدمج بالذكاء الاصطناعي مصمم خصيصاً للمطورين. يجمع بين ميزات مبتكرة مثل الذاكرة الحيوية الدائمة، وterminal الوظيفي، وIDE العامل، ومخطط المعرفة التلقائي المتصل على مستوى المحلي. يتم تقسيم أرشيتكтура المشروع إلى مراحل، حيث تتم التركيز في المرحلة الأولى على محرك السياق الأساسي، بينما تم إكمال المرحلة الثانية، والتي تشمل مراقب الملفات والبيئة اللازمة للتشغيل.

Novelty

9/10

Tags

persistent-semantic-memory functional-terminal agentic-ide auto-linking-knowledge-graph local-first-application ai-augmented-workspace

Technologies

tailwind vite vitest

Claude Models

claude-opus-4.6

Quality Score

C
69.6/100
Structure
72
Code Quality
83
Documentation
54
Testing
60
Practices
71
Security
66
Dependencies
90

Strengths

  • Good test coverage (37% test-to-source ratio)
  • Code linting configured (ruff (possible))

Weaknesses

  • No LICENSE file \u2014 legal ambiguity for contributors
  • No CI/CD configuration \u2014 manual testing and deployment
  • Potential hardcoded secrets in 1 files
  • 574 duplicate lines detected \u2014 consider DRY refactoring

Recommendations

  • Set up CI/CD (GitHub Actions recommended) to automate testing and deployment
  • Add a LICENSE file (MIT recommended for open source)
  • Move hardcoded secrets to environment variables or a secrets manager

Security & Health

7.8h
Tech Debt (A)
Medium
DORA Rating
A
OWASP (100%)
PASS
Quality Gate
Provenance: Repobility (https://repobility.com) — every score reproducible from /scan/
A
Risk (1)
Unknown
License
1.1%
Duplication
Full Security Report AI Fix Prompts SARIF SBOM

Languages

markdown
51.3%
typescript
15.9%
rust
15.7%
yaml
8.9%
python
6.9%
json
0.9%
toml
0.3%
css
0.1%
html
0.1%

Frameworks

FastAPI Tauri pytest Vitest Vite

Symbols

function225
variable103
struct25
constant22
interface19
enum5
extension5
class4
type_alias1

API Endpoints (5)

Source-of-truth: Repobility · https://repobility.com
MethodPathHandlerFramework
Repobility · MCP-ready · https://repobility.com
POST/embedembed_textFastAPI/Flask
DELETE/embeddingsdelete_embeddingsFastAPI/Flask
GET/healthhealth_checkFastAPI
POST/ingestingest_fileFastAPI/Flask
GET/searchsearch_embeddingsFastAPI/Flask

Concepts (12)

Powered by Repobility · code-quality intelligence
CategoryNameDescriptionConfidence
Generated by Repobility's multi-pass static-analysis pipeline (https://repobility.com)
auto_descriptionProject DescriptionCortex is an AI-native workspace designed for developers. It integrates persistent semantic memory, a functional terminal, an agentic IDE, and an auto-linking knowledge graph into a local-first application.80%
arch_layerinfrastructureDetected infrastructure layer70%
arch_layerpresentationDetected presentation layer70%
auto_categoryTestingtesting70%
arch_layertestingDetected testing layer70%
design_patternFactoryFound factory/create_ naming patterns60%
design_patternStrategyFound strategy/policy-named files60%
business_logicTestingDetected from 20 related files50%
business_logicSearchDetected from 10 related files50%
business_logicFile ManagementDetected from 4 related files50%
business_logicConfigurationDetected from 4 related files50%
business_logicAuthenticationDetected from 2 related files50%

Quality Timeline

1 quality score recorded.

View File Metrics
All rows scored by the Repobility analyzer (https://repobility.com)

Embed Badge

Add to your README:

![Quality](https://repos.aljefra.com/badge/29604.svg)
Quality BadgeSecurity Badge
Export Quality CSVDownload SBOMExport Findings CSV

BinComp Dependency Hardening

All packages →
4 of this repo's dependencies have been scanned for binary hardening. Grade reflects RELRO / stack canary / FORTIFY / PIE coverage.
Nfastapi0.135.3 · 0 gadgets · risk 0.0Fpyarrow23.0.1 · 8,505 gadgets · risk 0.0Npydantic2.12.5 · 0 gadgets · risk 0.0Nuvicorn0.44.0 · 0 gadgets · risk 0.0