Targeted repair and regression

SkillAI & models

Targeted repair/regression coordinator. After a confirmed defect is fixed by its owner, rerun the smallest affected downstream checks and behavior comparisons.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Targeted repair and regression 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-repair-regression/SKILL.md and read by ahel’s review.

Use route_back evidence to identify the owner and minimum scope. Do not mix correctness repair with score chasing. After a code fix, require before/after hashes and behavior comparison; after a Paper fix, rerun only affected citation/formula/abstract/visual checks.

Signals

GitHub stars
22
Last commit
Aug 2026
Advanced
Catalog kind
skill
Gateway key
modeling-repair-regression
Source
github.com/mantou6666/math-modeling-agent-flow