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
This commit is contained in:
JesseMarkowitz
2026-09-15 06:59:35 -04:00
co-authored by Claude Opus 5
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V0: k=150 seed=20: 59 candidates, sampled 25
V1: k=100 seed=17: 58 candidates, sampled 20
V2: k=40 seed=18: 34 candidates, sampled 20
V3: k=60 seed=19: 45 candidates, G3 accepts 10; growth stopped by gate 3, by cap 7
blind sheet: 75 clusters, 1265 lines
real 1m8.707s
user 0m53.236s
sys 0m14.723s