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Framework M Studio CLI, scaffolding tools, and developer workbench capabilities.

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Managing LLM Skills with Studio CLI

· 3 min read
Ansh Pansuriya
Main Developer of Framework M
Revant Nandgaonkar
Maintainer of Framework M

As AI coding assistants and LLM pair programmers become central to daily software development, engineering teams face a new challenge: context fragmentation. Developers prompt AI agents with conflicting assumptions about framework APIs, missing model schemas, or outdated coding conventions.

In July 2026, we introduced the m skills command group in the Framework M Studio CLI, providing a standardized workflow to discover, pull, version-control, and manage LLM Skill Definitions across multiple repositories and custom namespaces directly within your workspace.