okf-harness (pumblus)
July 1, 2026 · View on GitHub
pumblus/okf-harness (~17★) is an "agent-first local harness for OKF-compatible LLM Wikis." Stars
aside, it is significant because it is one of the very few community projects in the
ecosystem that targets OKF by name rather than a
bespoke convention.
Why it's worth studying
- It shares our core bet: OKF-conformant bundles as the substrate, agent as the operator.
- "Local harness" framing is adjacent to our "portable skills" framing — worth comparing how it structures ingest/query around a conformant bundle, and whether it stays strictly conformant or extends the format.
- Together with
equationalapplications/expo-llm-wiki(which cites the OKF SPEC) and our sibling the OKF-native agent, it marks the small but real OKF-native cohort.
Relevance to us
This is the most direct "someone else is doing OKF" data point. Before we finalize skill design, it's worth reading okf-harness to avoid reinventing conventions and to see where a second implementer felt the spec needed extending (a strong signal for where OKF v0.1 is thin — e.g. relationship/state vocabulary, which the OKF-native agent also had to add).
Citations
- okf-harness — https://github.com/pumblus/okf-harness