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hands/rec/validate.py (standard library; Linux and Windows, Python 3.12+) checks an export before upload and when it's received: SHA256SUMS, an allow-list of files, the manifest's schema and keys, the consent version, a uuid4 contributor, no identifying fields in calibration.json or device.json, every sets.bin.zst decompressed to its end as a stream with each FHSET01 header checked against the manifest, jsonl lines, the total size. It decompresses with compression.zstd, zstandard or the zstd program. validate.py DIR [--json]. hands/rec/hub.py uploads an export with huggingface_hub, as a pull request to contributions/<contributor>/<session>: validate first, refuse a repeat of the same export, check the login (whoami) and access (auth_check), upload_folder(create_pr=True) with the manifest summary as the description, then record the PR under "uploads" in session.json. Errors are explained (terms not accepted, not found, 401/403, network). --dry-run makes no network calls. FT_HANDREC_DATASET overrides HF_DATASET (DeeJanuz/frametop-hands); while the texts are drafts a real upload needs FT_HANDREC_ALLOW_UPLOAD=1. The Upload page shows the login with "Check again" and how to run hf auth login in a terminal (the token never enters the window), then Upload with a phase, progress and Cancel (hub.py as a child process), the PR link, and a warning for an export uploaded before. The manual command stays as the fallback. ft-handrec --hub-dry-run. session.py also saves device.json: cv.cad_from_cal and head from /persist/device_config.json, the labeller's shape, nothing identifying; export copies it. Session ids with a -N suffix are accepted everywhere. hands/rec/rehearse.sh runs it all without the headset: ft-ringplay plays 30 s of a capture into a ring, session.py records a short test script with ft-handpanel --no-vr and a tracker, then export, validate and a dry-run upload (--repo ID uploads for real). It runs in one frame-job scope, deletes its data and stops its processes, also on Ctrl+C. hands/rec/tests/test_validate.py covers good and broken exports and hub.py without the network. The dev container gains python3-huggingface-hub. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>