Public source / Practical tools

Open the toolbox.

Inference, shell tooling, and agent memory, built in the open. Each project keeps its own source, documentation, and community.

01 / Inference / MIT

LinML

ONNX Runtime tooling for Linux, with explicit provider selection and diagnostics.

Explore LinML

02 / Nushell / MIT

Numan

Package management for Nushell plugins, modules, scripts, and completions.

Explore Numan

03 / Agent memory / MIT

lucid-mem

Git-backed memory for AI coding agents, across sessions and projects through hooks and MCP integrations.

Explore lucid-mem

01 / Contribution

Start with the source.

Read the current documentation, review project scope, and join the conversation in the repository.

LinMLSource & contribution guidance NumanSource & contribution guidance lucid-memSource & contribution guidance

These projects are part of Mesalim’s open source portfolio. Their existing repository governance, MIT licenses, and contributor rights remain with the respective projects.