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.gitattributes

@@ -58,3 +58,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 # Video files - compressed
 *.mp4 filter=lfs diff=lfs merge=lfs -text
 *.webm filter=lfs diff=lfs merge=lfs -text
+cve_cwe_2025.csv filter=lfs diff=lfs merge=lfs -text

QUALITY_REPORT.txt

@@ -0,0 +1,37 @@
+=== Neurvance Bundle Quality Report ===
+Bundle:    agentic-tool-use-pack
+Generated: 2026-05-17T12:49:27Z
+
+Pipeline stages applied:
+  [✓] Stage 1:  Encoding cleanup (HTML tags, control chars, whitespace)
+  [✓] Stage 2:  Exact deduplication (bundle-level hash set, cap 2M rows)
+  [✓] Stage 3:  Near-duplicate detection (MinHash, Jaccard ≥ 0.85, cap 100k)
+  [✓] Stage 4:  PII detection — full row removal (DROP, no masking)
+  [✓] Stage 5:  Toxicity filtering (slurs, CSAM indicators, hate speech)
+  [✓] Stage 6:  Language filter (English only)
+  [✓] Stage 7:  Content quality scoring (min words, repetition, URL density)
+  [✓] Stage 8:  Bias flagging → see flagged/ directory (your choice to use)
+  [—] Stage 9:  License verified at ingestion (dataset_scanner.py)
+  [—] Stage 10: Train/test split not applicable for streaming delivery
+  [✓] Stage 11: Quality report (this file)
+
+Row statistics:
+  Total rows seen:                   282,285
+  Rows in main files (clean):        261,891  (92.8%)
+  Rows in flagged/ (bias):                 0  (0.0%)
+  Rows dropped total:                 20,394  (7.2%)
+    Empty / encoding-only:                 0
+    PII detected:                        545
+    Toxic content:                         5
+    Non-English:                         104
+    Low quality:                           0
+    Exact duplicate:                   9,257
+    Near-duplicate:                   10,482
+
+File statistics:
+  Text files cleaned:                      3
+  Binary files (warn & pass):              0
+  Bytes received (raw):          108,952,485
+  Bytes delivered (clean):        99,795,182
+
+Neurvance — clean CC0 data for responsible AI training.

cve_cwe_2025.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:38573caa1f7f9c9ae471f224ebcc09e737defafb28d053bad5012569e74f7000
+size 97447056