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Project purpose

This is a reusable library for managing access to machine-learning models and embeddings used by MCP servers in the Socratic Shell project.

mdbook

The mdbook documentation describes the project's purpose, architecture, and overall structure. Keep it updated as we work so that it continues to be helpful! Also, if you are curious about how something works, consult the content within.

@md/SUMMARY.md

Tracking progress

This project uses github tracking issues on the socratic-shell/smarts repository to track work:

@.socratic-shell/github-tracking-issues.md

AI Insight comments

When generating code, use AI insight comment style to help identify non-obvious constraints:

@.socratic-shell/ai-insights.md