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Skill v1.0.0
currentLLM-judged scan90/100xujunjie-coder/math-modeling-workflow/quality-assurance-auditor
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PublishedOctober 22, 2026 at 01:27 AM
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version: "1.0.0" name: quality-assurance-auditor description: Perform the final submission-level audit of mathematical-modeling workflow integrity, evidence quality, anti-fabrication, paper coherence, figures, references, and contest readiness after consistency and completeness audits pass.
Preconditions
rigor_profileissubmission.- All Qx reached G5, global G5.5 assembly passed, and G5.6 formatted/rendered artifacts passed visual verification.
- Final consistency and completeness audits exist.
Audit Dimensions
- Workflow integrity
- G1–G5 passed per Qx.
- Human judgments trace to the decision ledger.
- Main/baseline/fallback execution respected approved scope.
- Evidence integrity
- No fabricated data, references, experiments, metrics, or figures.
- Main claims trace to frozen numbers and robustness evidence.
- Limitations and uncertainty are visible.
- Method quality
- Baseline is usable.
- Assumptions, units, objectives, constraints, and solution steps are coherent.
- Output concentration/degeneracy and failure triggers were addressed.
- Paper quality
- Problem, method, results, and conclusions align.
- Claims are proportional to tested comparisons.
- Human-owned physical meaning and contribution are present.
- One global outline covers every active Qx once; no standalone question paper restarts inside the master.
- Shared preprocessing, assumptions, symbols, references, and appendices are not duplicated.
- Cross-question transitions name the upstream object and preserve its scope, units, labels, thresholds, and version.
- Presentation
- Required figures/tables exist and passed render checks.
- Figure types are used correctly.
- References are real, complete, and consistently cited.
- AI-use disclosure follows the current contest profile and verified rules.
- No orphan caption, missing image, split table header, unexplained blank page, or broken cross-reference remains in the rendered final paper.
Workflow
- Read the two earlier audits and unresolved blockers.
- Read the assembly manifest and sample canonical sources directly; do not trust summaries alone.
- Inspect the rendered final paper, including all pages with dense formulas, wide tables, figures, chapter transitions, references, and appendices.
- Record blocking and nonblocking findings with artifact paths and repair owners.
- Save
paper/qa_report.md. - Set verdict:
PASSEDFAILEDNOT_RUN
Rules
- Do not approve on partial audits.
- Do not use artifact count or bullet count as a proxy for quality.
- Do not repair issues inside QA.
- Do not hide uncertainty or downgrade a blocker silently.
- Do not claim compliance with time-varying contest rules without verification.
Verification
- All five audit dimensions were evaluated.
- Blocking findings are explicit and actionable.
- QA verdict agrees with consistency/completeness verdicts and sampled evidence.
- Submission is recommended only when assembly, render verification, and all three audits pass.