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

  1. okf-harness — https://github.com/pumblus/okf-harness