Skill-Audit-Bericht
mri-reconstruction Audit-Bericht.
Actionable MRI image reconstruction — turn raw k-space into an image, and actually run it. Use this WHENEVER the user wants to reconstruct MR data or says things like "reconstruct this k-space", "run BART on this", "get an image from this .cfl / .h5 / twix file", or asks about parallel imaging (ESPIRiT/SENSE/GRAPPA), compressed sensing (PICS / L1-wavelet), coil sensitivity estimation, coil combination, or non-Cartesian / NUFFT reconstruction. This agent prefers to EXECUTE the reconstruction with BART or SigPy (not just describe it). It covers classical/analytic reconstruction — for anything TRAINED (unrolled networks, VarNet, self-supervised, diffusion priors, fastMRI models) hand off to the deep-learning-recon skill. Triggers: k-space, coil sensitivities, ESPIRiT, PICS, undersampled reconstruction, radial/spiral recon, `.cfl`/`.hdr`, ISMRMRD, Siemens twix, GE P-file.
OpenAgentSkill Trust Score
OpenAgentSkill Trust Score
The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.
GitHub-Akzeptanz
Fehlgeschlagen30
21 GitHub-Stars
Star-/Fork-Aktivität
Fehlgeschlagen32
21 Stars und 0 Forks; Issue-Aktivität ist in den aktuellen Metadaten nicht verfügbar
Aktuelle Wartung
Bestanden100
21 Tage seit dem letzten Push
Lizenzklarheit
Bestanden86
MIT
README/SKILL.md-Vollständigkeit
Bestanden86
Metadaten enthalten ausreichend Nutzungs- und Workflow-Kontext
Abhängigkeits-/Laufzeitrisiko
Info72
Befehlsausführungsfläche
Installationsverfügbarkeit
Bestanden92
npx skills add KeWang0622/mri-research-skill --skill mri-reconstruction
Sicherheit des Installationsbefehls
Bestanden92
Standard-Paket- oder Laufzeit-Installationspfad
Berechtigungsumfang
Info62
shell or command execution, filesystem or document access
Repository-Nachweis
Bestanden86
https://github.com/KeWang0622/mri-research-skill/tree/main/skills/mri-reconstruction
Prüfstatus
Info66
KI-Prüfdaten verfügbar
Agent-validierte Ergebnisse
Info54
Noch keine Agent-Ergebnisdaten
Prüfungen
Installations- und Adoptionsprüfung
Installationspfad
92
npx skills add KeWang0622/mri-research-skill --skill mri-reconstruction
Repository
88
https://github.com/KeWang0622/mri-research-skill/tree/main/skills/mri-reconstruction
Lizenz
86
MIT
Wartung
100
21 Tage seit dem letzten Push
KI-Prüfung
55
The helper script uses `mktemp -u` which is not race-safe; using `mktemp` without `-u` and then creating files would be safer.
README/SKILL.md-Vollständigkeit
86
Usable description available
Abhängigkeitsrisiko
72
Befehlsausführungsfläche
Sicherheit des Installationsbefehls
92
Standard-Paket- oder Laufzeit-Installationspfad
Berechtigungsumfang
62
shell or command execution, filesystem or document access
Star-/Fork-Aktivität
32
21 Stars und 0 Forks; Issue-Aktivität ist in den aktuellen Metadaten nicht verfügbar
Akzeptanz
42
21 GitHub-Stars
Financial decision safety
58
Research-only use: do not treat output as financial advice or execute a position without human approval.
Warnungen
- Financial research output is not financial advice; require human review before any live investment decision
- The helper script uses `mktemp -u` which is not race-safe; using `mktemp` without `-u` and then creating files would be safer.
- The script does not verify that the input k-space is actually Cartesian or non-Cartesian; it relies on the user to pass a trajectory only for non-Cartesian data, which could lead to silent errors if misused.
- Low GitHub adoption signal
- Financial research output is not financial advice; require human review before any live investment decision.
- Quality score needs review
- GitHub adoption: 21 GitHub stars
- Stars/forks activity: 21 stars, 0 forks; issue activity unavailable in current metadata
Methode
This report combines public metadata, AI review output, repository freshness, install readiness, OpenAgentSkill events, quality scoring, trust checks, and the agent safety gate. It is not a full source-code security review.
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