Getting started

AKMS ships as four packages that share one graph substrate. Start with the core, add the others when their workflow applies to you.

Start here	When
AKMS Core overview	Always — every other package builds on the core graph, task-context, and loadout pipeline.
Installation → Quick start	Get a graph compiled and queried in minutes.
MCP server	Expose the graph to an MCP-capable agent instead of the CLI.
Failure Memory	Record lessons from failed runs and project them into future task context.
akms-learn	Experimental preview — turn source material into structured learning notebooks.
Node generation	Author new knowledge nodes from papers or code at scale.
Agent skills	Drop-in skill directories that teach a coding agent the whole loop.

If you are deciding how to use AKMS rather than how to install it, read Choose a workflow first.