First public release of NoetherSolve: conservation law discovery platform for N-body vortex systems. What's included Dual-filter pipeline: numerical checker (RK45) → oracle (log-prob margin) → adapter repair Autonomy loop: sweep → oracle → adapter → publish with zero human babysitting Problem generation: Claude proposes new unsolved hypotheses after each run propose-problem subcommand: natural language → problem YAML GitHub Pages dashboard (auto-regenerated from results/candidates.tsv) Papers Paper 8: Snap-On Communication Modules (logit-space adapters) Paper 9: STEM Truth Oracle (log-prob MC ranking + adapter repair) Initial findings r12+r13+r23 confirmed conserved on figure-8 choreography (DUAL-PASS, margin +4.5) 3 adapter-repaired invariants: model was blind, adapter fixed it Σ ΓᵢΓⱼ·rᵢⱼ verified exact across N-vortex systems (oracle pending)