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
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+embeddings.json: 838 chunks from 94 stories, seeds (11, 12, 13)
+
+   k  sized>=5  median dom  recurring  coverage  tight rec  tight cov
+----------------------------------------------------------------------
+  25        25        0.25         21      93%          9       29%
+  40        39        0.36         21      71%          5        9%
+  60        55        0.57         20      55%          3        2%
+ 100        78        0.67         16      30%          0        0%
+
+recurring = size>=5, stories>=4, dominant share<=40%; tight = coherence at or above this file's median cluster. Judge at k>=60. Wrote embeddings.measure.json
+exit 0