Dashboard / Repos / Pressroom App

Pressroom App

D 53 completed
Ai Ml
monorepo / python · small
162
Files
45,459
LOC
4
Frameworks
11
Languages
OverviewFiles & MetricsGit ActivityCall GraphSecurityReports

Pipeline State

completed
Run ID
#371403
Phase
done
Progress
1%
Started
Finished
2026-04-13 01:31:02
LLM tokens
0

Pipeline Metadata

Stage
Cataloged
Decision
proceed
Novelty
79.13
Framework unique
—
Isolation
—
Last stage change
2026-05-10 03:35:10
Deduplication group #55837
Member of a group with 2 similar repo(s) — this repo is canonical view group →
Top concepts (2)
Project DescriptionWeb Backend
Powered by Repobility — scan your code at https://repobility.com

🧪 Code Distillation

Browse all specs →
Function bodies →
0
Real LLM specs →
0
0.0% coverage
All specs →
0
LLM insights →
1

AI Prompt

Create an AI-powered marketing content engine called Pressroom. I need it to monitor signal sources like Hacker News, Reddit, GitHub, and RSS feeds. The system should allow users to curate these signals into stories, generate ready-to-publish content for multiple channels (like LinkedIn, X threads, and newsletters), and apply configurable brand voice and persona. Key features to include are a content queue for approval/editing, scheduling for auto-publishing, and integrations for Slack notifications. The stack should utilize FastAPI for the backend, React/Vite for the frontend, and handle video rendering using Remotion.
python fastapi react vite ai content-generation marketing automation monorepo github reddit
Generated by gemma4:latest

Catalog Information

Pressroom is an AI-powered marketing content engine that monitors signal sources and generates ready-to-publish content across multiple channels.

Description

Pressroom is a comprehensive marketing content engine that leverages AI to monitor relevant signals from various sources, including Hacker News, Reddit, GitHub, and RSS feeds. It identifies key stories and generates high-quality content for publication on multiple platforms, such as blog posts, LinkedIn, X threads, newsletters, email drafts, YouTube videos, and more. The platform features a user-friendly interface that allows marketing teams to curate signals into stories, set editorial angles, and discover related signals from the wire or web.

الوصف

برسم هو محرك محتوى تسويقي مُقدم من الذكاء الاصطناعي يراقب الإشارات المهمة من مصادر متعددة، بما في ذلك Hacker News و Reddit و GitHub و RSS. يIDENTIFIES القصص الرئيسية ويولد محتوى عالية الجودة للمشاركة على عدة منصات، مثل المقالات المدونة، LinkedIn، X threads، newsletters، رسائل البريد الإلكتروني، الفيديوهات على YouTube، وغيرها. يتميز النظام بINTERFACE مستخدمة سهلة الاستخدام تسمح لفرق التسويق بترشيح الإشارات إلى قصص، وتعيين زوايا تحريرية، واكتشاف إشارات متعلقة من الشريط أو الويب.

Novelty

9/10

Tags

content-generation marketing-engine signal-monitoring story-curation multi-channel-publishing

Technologies

anthropic aws-sdk beautifulsoup fastapi openai pydantic sqlalchemy uvicorn

Claude Models

claude-opus-4.6 claude-sonnet-4.6

Quality Score

D
53.2/100
Structure
44
Code Quality
48
Documentation
49
Testing
50
Practices
68
Security
75
Dependencies
60

Strengths

  • Containerized deployment (Docker)

Weaknesses

  • No LICENSE file \u2014 legal ambiguity for contributors
  • No CI/CD configuration \u2014 manual testing and deployment
  • 3 files with critical complexity need refactoring
  • 4576 duplicate lines detected \u2014 consider DRY refactoring
  • 19 'god files' with >500 LOC need decomposition

Recommendations

  • Set up CI/CD (GitHub Actions recommended) to automate testing and deployment
  • Add a linter configuration to enforce code style consistency
  • Add a LICENSE file (MIT recommended for open source)
  • Address 33 TODO/FIXME items \u2014 consider tracking them as issues

Security & Health

34.3h
Tech Debt (B)
A
OWASP (100%)
PASS
Quality Gate
Same scanner, your repo: https://repobility.com — Repobility
A
Risk (2)
Unknown
License
4.2%
Duplication
Full Security Report AI Fix Prompts SARIF SBOM

Languages

python
44.4%
javascript
31.0%
json
11.2%
css
11.1%
markdown
1.9%
sql
0.2%
shell
0.1%
text
0.1%
html
0.0%
toml
0.0%
ini
0.0%

Frameworks

FastAPI React Vite SQLAlchemy

Concepts (2)

All metrics by Repobility · https://repobility.com
CategoryNameDescriptionConfidence
Repobility — the code-quality scanner for AI-generated software · https://repobility.com
auto_descriptionProject DescriptionThis just in: your story's already written.80%
auto_categoryWeb Backendweb-backend70%

LLM Insights

AI‑powered marketing content engine that monitors signals and auto‑generates publishable content across multiple channelsstructured_summary
info
purpose: AI‑powered marketing content engine that monitors signals and auto‑generates publishable content across multiple channel
primary_domain: web-backend
reference_quality70
reuse_potential: high

Quality Timeline

1 quality score recorded.

View File Metrics
Repobility's GitHub App fixes findings like these · https://github.com/apps/repobility-bot

Embed Badge

Add to your README:

![Quality](https://repos.aljefra.com/badge/95613.svg)
Quality BadgeSecurity Badge
Export Quality CSVDownload SBOMExport Findings CSV