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### Inspect every evaluation conversion

Each evaluation case now has its own README linking the pinned upstream skill,
thin model-facing `SKILL.md`, Yield program, measured source-size result, and
case-specific benefits. The guides also state what the current evidence does
and does not establish.

Evaluation validation now requires these guides and their provenance and code
links, so a projected case cannot silently lose its explanation.
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