Final solution audit
SkillAI & modelsFinal cross-artifact audit using upstream Result Certificates and Paper Handoff. Detect inconsistencies and route them to the correct owner without creating a new scientific registry.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the Final solution audit skill
What this skill tells your AI
The instructions your AI receives, as published by mantou6666/math-modeling-agent-flow in math-modeling-finalizer/skills/modeling-solution-auditor/SKILL.md and read by ahel’s review.
Validate the hash-bound Paper Handoff first, then read Result Certificates, PROJECT_CONTEXT and the validated Paper Handoff. Check result IDs, feasibility, optimality wording, manuscript numbers, citation/formula status and unresolved risks. Produce findings with severity and evidence. Mathematical defects route to Solver; writing defects route to Paper.
Signals
- GitHub stars
- 22
- Last commit
- Aug 2026
Advanced
- Catalog kind
- skill
- Gateway key
modeling-solution-auditor- Source
- github.com/mantou6666/math-modeling-agent-flow