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- seed stage 06-onboard: .codestable/ skeleton (attention.md + execution conventions from the cs-onboard template) as a real evolution commit - e2e_outcome scorer keeps a .codestable/ tree snapshot in evidence so artifact=0 can be triaged without manual reproduction - rerun of 3 baseline segments (27 runs, zero errors): artifact 0.33/0.78/ 0.89 -> 1.000/1.000/1.000 — sonnet's low score was the un-onboarded seed (it was strictly honoring the skill's preflight), not process disobedience. Final cs-issue outcome verdict recorded: repair ability at ceiling; the process contract is the reliable measurable gain (27/27 vs bare 0/27) at +20-30% token cost; skill itself needs no change after two eval layers. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>