菜单
Used to verify dicom-series-to-volume evidence packs by comparing JSON geometry evidence with the emitted NIfTI artifact. Not for clinical validation.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
Grades a skill or verifier directory for required files, valid manifest structure, side-effect declarations, validation gates, paired-verifier resolution, fixtures, and authoring hygiene. Engineering verification only.
Deterministic verifier for nv_segment_ct_finetune evidence packs. Audits the finetuned checkpoint, training trajectory, and dataset audit signals already recorded by the wrapper. Engineering verification only.
Audits nv_segment_ct evidence packs for label-map readability, anatomy plausibility (organ volume bounds, fragmentation, bilateral symmetry, liver-larger-than-spleen), and optional per-class Dice/IoU against a referenced ground-truth label map. Engineering verification only.
Deterministic paired verifier for nv_generate_ct_rflow evidence packs. Audits per-sample image/mask geometry, CT-HU plausibility, mask label-set sanity, declared output-label coverage, and lung-lobe HU plausibility. CPU-only; does not re-run synthesis.
Used to verify dicom-metadata-extract evidence packs for source gate success, header fact completeness, PHI-flag consistency, and scope disclosure. Not for de-identification.
Audits dicom_series_preflight evidence packs for pass/warn/fail preflight verdicts with explicit corruption, orientation, PHI, and consistency findings.
| name | dicom-volume-quality-v1 |
| description | Used to verify dicom-series-to-volume evidence packs by comparing JSON geometry evidence with the emitted NIfTI artifact. Not for clinical validation. |
| license | Apache-2.0 |
| allowed-tools | Bash |
| metadata | {"author":"NVIDIA MedTech <noreply@nvidia.com>","tags":["MedTech","DICOM","NIfTI","verifier"]} |
dicom-series-to-volume evidence pack.dicom_series_to_volume_evidence_pack; outputs are dicom_volume_quality_report.skills/dicom-series-to-volume.eval_engine/run.py when producing verifier evidence.scripts/grade.py; do not reimplement its checks in an agent prompt.| Script | Purpose | Arguments |
|---|---|---|
scripts/grade.py | Primary verifier entrypoint declared by skill_manifest.yaml. | EVIDENCE_PACK_DIR |
runtime.side_effects.pip_packages.manifest.json, validation_summary.json, output.json, and the NIfTI file declared by output.path.| Error | Cause | Fix |
|---|---|---|
target_skill_matches fails | The fixture is not a dicom-series-to-volume evidence pack. | Re-run the verifier against the source skill pack directory. |
output_artifact_exists fails | The source pack declares a missing or moved NIfTI path. | Keep the NIfTI inside the pack or use a repo-relative path that resolves from the repository root. |
shape_matches_nifti fails | The JSON output no longer matches the saved NIfTI artifact. | Inspect the source pack and regenerate the evidence after fixing the converter. |
python verifiers/dicom_volume_quality_v1/scripts/grade.py \
examples/evidence_packs/dicom_series_to_volume_pass
python eval_engine/run.py verifiers/dicom_volume_quality_v1 \
--fixture examples/evidence_packs/dicom_series_to_volume_pass \
--out runs/dicom_volume_quality