simplify — 建模代码质量检查
SkillAI & modelsUse after EZ_math_model coding has produced src/*.py and before packaging when code quality, reuse, vectorization, naming, or unnecessary complexity should be reviewed without changing behavior.
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 simplify — 建模代码质量检查 skill
What this skill tells your AI
The instructions your AI receives, as published by woodfishhhh/ez_math_model in skills/ez-math-model/tools/simplify/SKILL.md and read by ahel’s review.
何时使用
pipeline 03 coding完成后。pipeline 06 packaging之前。- hybrid / multi 模式下希望额外检查
src/*.py。
调用方式
优先加载宿主 simplify skill，输入所有 src/*.py。只输出建议，不直接修改代码。
检查重点：
- 重复逻辑和可抽取工具函数。
- 低效循环与可向量化处理。
- 过度防御或吞异常。
- 命名混乱。
- 与 modeling_plan 不一致的实现。
输出：
workdir/{task_id}/simplify_report.md
Signals
- GitHub stars
- 41
- Forks
- 1
- Last commit
- Jul 2026
Advanced
- Catalog kind
- skill
- Gateway key
simplify-woodfishhhh- Source
- github.com/woodfishhhh/ez_math_model