Purpose

Audit the complete mathematical modeling contest solution before final submission.

This skill is the third of three independent auditors that together form Gate G6. It runs after consistency-auditor and completeness-auditor and consumes their reports as inputs — it does NOT re-do their checks. Each auditor catches a different failure mode:

• consistency-auditor → cross-media numbers / files / symbols / parameters (does the paper claim match the code?)
• completeness-auditor → audit/review files exist on disk with ≥ 5 pass items (did the producer skills actually write what they claimed?)
• quality-assurance-auditor (this skill) → workflow completeness, three critical rules, anti-fabrication, paper quality (is the whole pipeline coherent and defensible?)

This skill checks whether the solution answers every subquestion, whether models / code / results / figures / robustness checks / paper sections are mutually coherent, whether the full workflow completeness requirements are met, and whether unsupported claims or missing artifacts block final delivery.

This skill verifies that every subquestion has gone through the full delivery chain: candidate methods (with PoC) → experiments → final method explanation → final result analysis → solution package (with frozen_numbers.json) → paper sections.

This skill does not invent missing results, rewrite the full paper, rerun models, or approve submission when evidence is incomplete. It also does not approve assembly if the other two audits (consistency / completeness) are missing or failed — the three are orthogonal and all must converge.

When to use

Use this skill: