User instruction

Continue Hilbert 16(a) degree-8 q8 in this worktree. Prior session ran out of credits mid-hunt after writing CLAIM.md / ROUTES.md and starting the flip+sign search; resume from problems/hilbert16-degree-8/compute/q8/ and AGENTS.md.

Goal: certified paper-scale dent — a scheme not in the 2384 baseline (B ∪ A), preferably realizing nest ⟨4 ⊔ 1⟨2 ⊔ 1⟨14⟩⟩⟩ or ⟨14 ⊔ 1⟨2 ⊔ 1⟨4⟩⟩⟩, or another finite record move. run_all.sh exits 0 only on a verified new scheme with both independent checks.

Do not report search failure as algebraic exclusion. Incomplete search is residue. Commit often. On certified dent or honest residue wrap, open an unmerged PR (never merge). README ledger: one folder row, model name + date only — never ChatGPT workspace labels. Covering is frozen. Keep RAM light. Stop when dent, leftover exhausted, or tokens very low.