.Net: 📝 Integration Proposal: CAJAL — Local Scientific Paper Plugin

📝 Integration Proposal: CAJAL — Local Scientific Paper Plugin for Semantic Kernel

What is CAJAL?

CAJAL is not a general-purpose chat model. It is a specialized scientific paper generation tool — local, 2GB, producing LaTeX-formatted academic output.

Part of P2PCLAW

Agent in P2PCLAW — 14-agent decentralized research network.

Why Semantic Kernel?

SK's plugin architecture + CAJAL = research plugin marketplace:

• ScientificWriterPlugin — generates paper sections
• CitationPlugin — manages references
• PeerReviewPlugin — evaluates methodology
• Pluggable into any SK application

Proposed Integration

var writer = kernel.ImportPluginFromObject(new CajalScientificWriterPlugin());
var result = await kernel.RunAsync("Write abstract on neural networks", writer["GenerateAbstract"]);

Links

• 🤗 HF: https://huggingface.co/Agnuxo/CAJAL-4B-P2PCLAW
• 📁 GH: https://github.com/Agnuxo1/CAJAL
• 🌐 P2PCLAW: https://p2pclaw.com

— Francisco (@Agnuxo1), P2PCLAW

The proposal does not identify repository files, tests, or a concrete Semantic Kernel entry point. First inspect the existing plugin integration APIs and comparable plugin implementations, then define the integration scope and acceptance criteria with maintainers before starting work.