OMK

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Observe. Measure. Know. Turn working experience into knowledge you can keep maintaining.

OMK is for agent users and AI application developers. Extract candidates from real work, review sources and conditions, accumulate and revise knowledge around objects, then update the skills or prompts that reference it. When you need evidence about a change, compare artifact versions under controlled conditions independently.

Start with local work records

Requires Node.js ≥22. The library, artifact authoring, and change review described here require 1.0.0-beta.14 or later, from the @next channel; npm latest is a separate stable channel. Beta.13 does not include this maintenance UI. Strict extraction, native outcome archives, bounded retries, model-assisted cross-window link review and study review belong to later main development; a Beta.14 version alone does not establish their availability. See the capability tiers for release and source boundaries. Read the migration guide before upgrading an older installation.

npm i -g oh-my-knowledge@next
omk --version
omk studio

Open the local URL returned by the command and inspect an existing Codex task and its source records. This step makes no model call; Studio offers source and collection guidance when no conversations exist. Follow the observation guide for other log sources.

Next, choose a conversation and turns under “Knowledge → Candidate review”, inspect the material to send, and extract candidates. Extraction calls a model, so prepare an authenticated runtime first. Link sources in the library, revise outdated content, then explicitly generate and save an artifact. Its detail view lets you review knowledge changes and old and new references. Follow the knowledge maintenance workflow.

When knowledge changes, review its artifacts

In the existing SDK maintenance case, old statements were limited to their historical context, one item was discarded, and another gained a clearer boundary for its static observations. v4 retains three historical references and shows two changes; v5 explicitly selects two currently retained items, while old content and references remain available. Read the case, sources, and review steps.

This verifies maintenance and reference behavior. It does not verify dynamic SDK effects, time saved, or cross-agent reuse benefits. Retaining knowledge, saving artifacts, using them, and verifying effects are separate records. Complete automatic management and reuse across agents remain in development.

Continue with your task

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