Denis2054/Context-Engineering-for-Multi-Agent-Systems

Save thousands of lines of code by building universal, domain-agnostic Multi-Agent Systems (MAS) through high-level semantic orchestration. This repository provides a production-ready blueprint for the Agentic Era, allowing you to replace rigid, hard-coded workflows with a dynamic transparent Context Engine that provides 100% transparency.

263 starsJupyter NotebookMITcontext-engineeringgpt-5-apimcpmulti-agent-systems

SCANNED63/100

Scanned 2026-07-11 · deepseek v1

Dimension breakdown

Security

65/100

7 findings

Quality

72/100

No findings

License

95/100

No findings

Completeness

15/100

No findings

Findings (7)

HIGH: 3MEDIUM: 2LOW: 1INFO: 1

HIGHsecurityHardcoded API Keys in Notebooks
HIGHsecurityUse of eval/exec in Helper Functions
HIGHsecurityPotential Prompt Injection via User Input
MEDIUMsecurityInsecure Deserialization of JSON
MEDIUMsecurityLack of Rate Limiting on API Calls

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