brainstorming — 建模方案发散入口
SkillAI & modelsUse when EZ_math_model model selection is unclear after the modeling decision tree, the problem spans multiple domains, or modeler needs several candidate approaches before writing modeling_plan.md.
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 brainstorming — 建模方案发散入口 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/brainstorming/SKILL.md and read by ahel’s review.
何时使用
pipeline 02 modeling跑完决策树后仍无法确定主模型。- 题目跨多个领域,单一速查表不能匹配。
- writer 找不到理论表述或引用角度时,可偶尔用于发散。
调用方式
优先加载宿主 brainstorming skill。输入:
intake.jsonproblem.md- 算法库 README 或模型速查表
要求输出 3-5 个候选方案、优劣对比、推荐主选与备选。
与 modeler 的衔接
brainstorming 输出不直接写入 modeling_plan.md。modeler 必须把候选方案回填到模型选择段,说明为什么选主方案、为什么放弃备选。
失败诊断
| 情况 | 处理 |
|---|---|
| 宿主 skill 未安装 | modeler 自行列出 2 个候选并标记 fallback |
| 候选方案过多 | 强制收敛到 top 3,再回到决策树 |
| 输出偏离题面 | 只保留与目标函数、数据约束直接相关的方案 |
边界
- 不替代 modeler 的最终决策。
- 不调用外部检索;文献检索交给
paper-search或scholar。 - 不延伸到 coder 阶段。
Signals
- GitHub stars
- 41
- Forks
- 1
- Last commit
- Jul 2026
- Hacker News mentions
- 14
Advanced
- Catalog kind
- skill
- Gateway key
brainstorming-woodfishhhh- Source
- github.com/woodfishhhh/ez_math_model