WAMProbe v0.1.0

WAMProbe v0.1.0 is the first stable release of the counterfactual evaluation toolkit for
World Action Models.

Highlights

• typed, dependency-free CPU evaluation core for action-conditioned state futures
• PointMass, BlockPush, Gripper-Catch, LIBERO-CF-Mini, video/control, and closed-loop studies
• causal consistency, dynamics, ranking, regret, uncertainty, and control-utility profiles
• pinned StarWAM + Wan2.2 integration evidence and explicit unsupported-capability skips
• English and Simplified Chinese READMEs with real report visuals
• tested custom adapter starter, contributor guide, structured result forms, and roadmap

Install

python -m pip install wamprobe==0.1.0
wamprobe demo --contexts 12 --seed 7 --output runs/pointmass-demo

Verification

• Python 3.11, 3.12, and 3.13 CI passed
• 79 tests passed with 88.35% coverage
• wheel and sdist reproduced byte-for-byte from the tagged commit
• archive safety, metadata, committed evidence hashes, and clean offline wheel install passed
• GitHub build-provenance attestations were generated from tag v0.1.0

Artifact SHA256:

• wamprobe-0.1.0-py3-none-any.whl: 8563a8a6e945aeaab71401b72e03a4173e75f01e7830e2fc24d5a9b7c4f661de
• wamprobe-0.1.0.tar.gz: c7aeda26c9747ccfd281ba73928e1e325f3245409fa62bd6d35539bcbef6da80

Reproduction status

Maintainer clean-install checks from public artifacts are recorded in Issue #2. These
owner-run checks are maintainer acceptance and are not claimed as independent external
reproduction.

See CHANGELOG.md for the full release history and release-manifest.json for the audited
artifact/evidence record.