okf-gem provides three cores—an agent skill for authoring/curating/consuming knowledge, a CLI and library, and an explorable graph—to make the Open Knowledge Format practical. It stores project knowledge as versioned Markdown + YAML bundles directly in repositories, creating one durable, queryable source that both humans and agents can read from without repeated explanations. Fully open source and 100% local, it eliminates context loss across sessions and tools while remaining vendor-neutral.
In the AI & ML space, okf-gem takes a focused approach. Repeatedly re-explaining project context and knowledge to every new AI agent instance. It is built as an open-source project for developers. okf-gem is open source under the Apache-2.0 license. The product ships for the web and the command line, and it can be self-hosted.
serradura builds and maintains okf-gem, and the product first shipped in 2026. Development happens publicly on GitHub with 70 stars and 166 commits in the last 90 days. Key capabilities include Knowledge Graph, local-first, and Markdown Bundles.
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