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1. excubitor excubitor Public

   Safety fences for autonomous coding agents: mechanical guards + a falsifiable intent-record system so an unattended LLM loop can't bless its own work.

   Python

2. did-it did-it Public

   Reconcile an AI coding agent's natural-language claims against its Claude Code transcript — per-claim receipts (backed / unsupported / contradicted), computed deterministically with no LLM in the h…

   Python

3. ncarnate ncarnate Public

   Convert HDF4/HDF-EOS2 (MODIS, AMSR-E) to CF-annotated netCDF4 and losslessly recompress netCDF/HDF5.

   Python

4. noaa-gml-file-reader noaa-gml-file-reader Public

   Read NOAA GML/ESRL atmospheric trace-gas (CO2, CH4) ASCII data files as pandas DataFrames.

   Python 1

5. cosmic-crunch cosmic-crunch Public

   Bulk-download JPL GENESIS COSMIC-1 GNSS radio-occultation profiles and convert them to netCDF4.

   Python

6. modis_caliop_anomaly_analysis modis_caliop_anomaly_analysis Public

   An analysis of discrepancies between MODIS Aqua and CALIPSO cloud data by the UMBC ACROS Group and the UMBC CyberTraining 2020 Team 2.

   Python 3 3