integrated_content_os

Name: integrated_content_os
Rating: 3.4 (1 reviews)
Author: drshailesh88

Ddrshailesh88

0.0k

drshailesh88/integrated_content_os

Agent Score

💡 Summary

A unified platform for managing content creation and research workflows.

🎯 Target Audience

Content creatorsResearchersWritersAcademicsDevelopers

🤖 AI Roast: “The project requires API keys, which could be exposed if not managed properly. Ensure to use environment variables and avoid hardcoding secrets.”

Security AnalysisMedium Risk

The project requires API keys, which could be exposed if not managed properly. Ensure to use environment variables and avoid hardcoding secrets.

Integrated Content Operating System

Single source of truth for Dr. Shailesh Singh's content creation, research, and writing workflows.

Fresh Machine Setup (Required)

Create .env from .env.example and set NCBI_API_KEY (plus other keys).
Install PubMed MCP dependencies:
```
cd pubmed-mcp-server
npm install
```
MCP config is already wired in .mcp.json and points to pubmed-mcp-server/dist/index.js.

Quick Start

python pipelines/twitter-content/generate.py "What are statin side effects?"
python research-engine/run_pipeline.py --quick
python rag-pipeline/src/knowledge_pipeline.py --query "SGLT2 heart failure"

Notes

.env is intentionally not committed.
PubMed MCP is mandatory for research outputs.

5-Dim Analysis

Clarity7/10

Novelty6/10

Utility8/10

Completeness6/10

Maintainability7/10

Pros & Cons

Pros

Centralizes content management.
Supports multiple research workflows.
Easy to set up with clear instructions.

Cons

Requires external API keys.
Limited documentation on advanced features.
Dependency on PubMed MCP.

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