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.

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

REVIEWED82/100

Scanned 2026-08-14 · gemini v1

Dimension breakdown

Security

75/100

2 findings

Quality

85/100

1 finding

License

90/100

No findings

Completeness

80/100

2 findings

Findings (5)

MEDIUM: 2LOW: 2INFO: 1

MEDIUMsecurityHardcoded API Key Risk
MEDIUMcompletenessMissing MCP Manifest
LOWsecurityInput Sanitization
LOWcompletenessInstallation Instructions
INFOqualityNotebook-centric architecture

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