Chaim 0f7549a137 docs(principles): final synthesis — keep-all+rank-at-retrieval; 8508 test killed cap/novelty (lost Lustrenik) (#153)
8508-03-24 test: panel+cap cut 70→3, losing ~22 genuine principles incl. the
core Lustrenik betterment rule. Lesson: cap + novelty-filter is destructive for
RAG (which needs applied doctrine). Quality-at-source = dedup+noise-only, no cap.
PR#304 regime flagged for revision.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-20 12:36:42 +00:00
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