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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V1: k=100 seed=15: 59 candidates, sampled 30
V2: k=40 seed=14: 32 candidates, sampled 30
V3: k=60 seed=16: 46 candidates, G2 accepts 13; growth stopped by gate 2, by cap 11
blind sheet: 73 clusters, 1600 lines
real 0m39.098s
user 0m37.786s
sys 0m1.160s