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SKILL verified MIT Self-run

Brainstorming

skill-woodfishhhh-ez-math-model-brainstorming · by woodfishhhh

Use 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.

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Install

$ agentstack add skill-woodfishhhh-ez-math-model-brainstorming

✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • Prompt-injection patterns
  • Secret / credential exfiltration
  • Dangerous shell & filesystem operations
  • Untrusted network calls
  • Known-malicious package signatures

What it can access

  • Network access No
  • Filesystem access No
  • Shell / process execution No
  • Environment & secrets No
  • Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

View the full security report →

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Reliability & compatibility

Security review passed
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2mo ago

Declared compatibility

Claude CodeClaude Desktop

Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.

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About

brainstorming — 建模方案发散入口

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.json
  • problem.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-searchscholar
  • 不延伸到 coder 阶段。

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

Reviews

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Versions

  • v0.1.0 Imported from the upstream source.