open-knowledge-studio 0.2.3

File-based knowledge engineering CLI for Claude Code

open-knowledge-studio (oks)

File-based knowledge engineering CLI for Claude Code and coding agents.

oks is the command-line core of Open Knowledge Studio: a file-based knowledge base that turns raw material into a recallable, self-decaying wiki.

Install

pip install open-knowledge-studio

Optional multimodal ingest (PDF / audio / video / formula extraction) lives in a separate, heavier package that you can pull in on demand:

pip install "open-knowledge-studio[connector]"

What you get

• 6+1-factor recall engine — token overlap, substring, topic trace, type boost, review penalty, memory curve, plus an optional goal boost that lifts on-scope pages.
• Dreaming cycle — distill raw materials into draft proposals; humans review and promote them to the wiki.
• Decay system — memory-curve scoring with type-specific λ and hot/warm/cold/evictable tiers.
• oks CLI — search, recall, wiki CRUD, drafts, distill, lint, status, metrics.

The CLI core is dependency-light and calls no external network APIs; agents and humans orchestrate the pipeline around it.

Quick start

pip install open-knowledge-studio   # 1. install the CLI
oks init my-knowledge-base          # 2. scaffold an instance (skills + buckets)
cd my-knowledge-base
oks status                          # 3. use it
oks search "git branch"

oks init materializes the shareable layer (Claude Code skills, templates, schema, settings) and a git-tracked memory instance. No repo clone required.

Documentation

• Design docs: https://open-agent-power.github.io/open-knowledge-studio/
• Source & issues: https://github.com/open-agent-power/open-knowledge-studio

License

MIT