Add story-to-pack research and a structured situation review

Research toward building a content pack from a story corpus, kept on its own branch and independent of the game. Records the selection experiments against blind labels, and settles selection as gate G2 followed by a human review: review.py writes REVIEW.md and a review.json form, apply_review.py checks the filled form and writes situations.json for the next stage. Co-Authored-By: Claude Opus 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01C6UDQ9o6L6Ey173U7XVou6
2026-09-15 06:59:35 -04:00
parent d84ae495f4
commit fa3769d0fe
112 changed files with 79868 additions and 0 deletions
@@ -0,0 +1,11 @@
+summary_embeddings.json: 838 chunks from 94 stories, seeds (11, 12, 13)
+
+   k  sized>=5  median dom  recurring  coverage  tight rec  tight cov
+----------------------------------------------------------------------
+  25        25        0.14         23      97%         11       40%
+  40        36        0.17         32      95%         14       36%
+  60        51        0.22         41      87%         18       26%
+ 100        70        0.28         50      73%         20       19%
+
+recurring = size>=5, stories>=4, dominant share<=40%; tight = coherence at or above this file's median cluster. Judge at k>=60. Wrote summary_embeddings.measure.json
+exit 0