dsfb-debug 0.1.0

DSFB-Debug — Structural Semiotics Engine for Software Debugging. A deterministic, read-only, observer-only augmentation layer for execution-trace residual interpretation. Does NOT replace existing observability tools — augments them with typed structural interpretation.
Documentation
# residual-projection v2
# upstream_doi=NetManAIOps/MultiDimension-Localization
# upstream_url=https://github.com/NetManAIOps/MultiDimension-Localization
# upstream_archive=part1.zip
# upstream_archive_path=data/upstream/multidim_localization/part1.zip
# fault_case=part1 first-N timestamps (high-dim service-graph drift)
# extraction_recipe=see crates/dsfb-debug/data/README.md
# extracted_at=2026-05-06T18:33:48.321228Z
# license=as-distributed-by-NetManAIOps
# num_windows=12
# num_signals=4
# healthy_window_end=4
# fault_labels=
# window_timestamps=1544630400000,1544630700000,1544631000000,1544631300000,1544631600000,1544631900000,1544632200000,1544632500000,1544632800000,1544633100000,1544633400000,1544633700000
# levels=l1,l2,l3,l4
# channels=level_l1_mean_value,level_l2_mean_value,level_l3_mean_value,level_l4_mean_value
# notes=Aggregate-by-level projection from upstream
#       21-services x 19-metrics tabular CSVs. One signal
#       per categorical level; window = one timestamp tick.
2.542481	25.853948	343.488480	151.820777
2.329987	22.837696	286.826450	131.926369
2.259906	23.506085	248.674272	120.632946
1.916081	21.247506	221.498754	110.898003
1.906987	20.548652	195.667027	96.018142
1.698565	21.458202	177.466865	85.029160
1.473293	19.717818	162.272542	78.949350
1.302575	19.292158	147.117544	74.199954
1.321238	19.112604	133.968789	67.476928
1.197340	17.273736	123.020314	61.685432
1.224631	17.241645	113.904378	56.045892
1.024605	18.028447	106.750030	54.500414