@openclaw/onnx

Official local ONNX decision-model plugin for OpenClaw. It evaluates Choice, Score, and Boolean rubrics with GLiClass, GLiNER2.5, and DeBERTa classifiers in a persistent CPU inference process.

Setup

Released OpenClaw 2026.9.5 lacks the decision-provider API. Packaged installs require a host and plugin API of at least 2026.9.6.

For development, use an OpenClaw checkout containing both the decision-provider API and this plugin. Run pnpm install --frozen-lockfile and pnpm build, enable plugins.entries.onnx, and run these commands from the checkout:

pnpm openclaw onnx models
pnpm openclaw onnx download gliclass-edge-v3.0
pnpm openclaw onnx probe gliclass-edge-v3.0

Select onnx/gliclass-edge-v3.0 as agents.defaults.decisionModel or as an agent's override. Inference stays local; model downloads use pinned revisions, sizes, and SHA256 hashes. Large models may need preloading to meet the host's 30-second decision deadline.

On a compatible packaged host, install the local candidate with openclaw plugins install npm-pack:/path/to/openclaw-onnx.tgz. A development checkout's co-versioned source loading does not grant compatibility to an older packaged host.

See Local ONNX decision models for the model catalog, configuration, local exports, and runtime limits. The Decision models guide explains rubric definitions, score semantics, and the plugin API shared with TypeSafe AI.