gurobi-decision-auditlisted

Beyond LLMs process steal: certified Gurobi allocation is not an execute license. Append-only audit + repeatability fingerprint. Human oversight for ADB/spend/send. Trigger: gurobi audit, execute license, decision intelligence, beyond LLMs, governance oversight.
IgorGanapolsky/mac-yolo-safeguards · ★ 3 · AI & Automation · score 67

Install: claude install-skill IgorGanapolsky/mac-yolo-safeguards

# Gurobi decision audit (Beyond LLMs) Podcast: Gurobi *Beyond LLMs* (Adam Dejans Jr / David O'Keefe, 2026-07-30). Steal **process**, not Intelligence Hub / free-trial SKU. Certified optimization is provable and repeatable. Session-start may **observe** a certified $10 spend + exclusive ADB assignment. That is **not** permission to launch ADB, spend cloud tokens, or send outreach. ```bash node tools/gurobi-decision-audit.js --json node tests/test-gurobi-decision-audit.js # audit log: ~/.hermes/gurobi/evals/audit.jsonl ``` | Certificate | Observe | Execute ADB/send | |---|---|---| | OPTIMAL (certified) | yes | no unless `human_ok` | | IIS / UNBOUNDED | yes (proof of no plan) | no | | LLM plausible / uncertified | no | no | Hooked from `tools/gurobi-harness-gate.js` after the solver receipt. ## Not this skill - Do not clone Gurobi Intelligence Hub or pitch a 30-day trial. - Do not ThumbGate paid outreach / expand hosted app (ECI). - Do not treat `exclusive_adb_ok` as a Maestro/e2e start command.