All were excerpt caches. Tuning playbook 662 -> 16216 words, ML Yearning
527 -> 26084 (the whole book, was ch13-19), bekman 579 -> 2357 (three
concatenated pages), Spinning Up 842 -> 3353. The Qwen3 report was truncated
mid-section 4.3 and now runs to the appendix.
- SKILL.md: 3 new entries (exploration-over-exploitation + nuisance HPs,
test-set contamination, loss-spikes-mean-bad-data-pocket) and an Ng
100-misclassified-examples quote under inspect-the-data
- refs/llm_judges.md: position/verbosity/self-preference biases (Zheng,
Wang 66/80 flip, Panickssery) + mitigation checklist from verdict docs
- Lones pitfalls linked as the exhaustive 36-item do/don't checklist
- 6 new frozen evidence files; Hamel evals link in further reading
Co-Authored-By: Claudypoo <288921227+claudypoo@users.noreply.github.com>
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