brainstorm SKILL.md skillA
brainstorm from skymanbp/sci-paper is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add skymanbp/sci-paper/brainstorm@git:20261002.7e38af6Pins git:20261002.7e38af6 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- skymanbp/sci-paper
- Path
skills/brainstorm/SKILL.md- Versions recorded
- 8
- Latest version
- git:20261002.7e38af6, committed Oct 2, 2026
- First version recorded
- May 10, 2026
- Size
- 31,936 bytes
- Repository stars
- 6
- License
- a license file GitHub does not identify
Fully automatic radial exploration engine for divergent research ideation, or for exhaustively finding ways to solve one concrete hard problem. The data model is a phylogenetic tree: root = the starting point (topic / problem / current research state), node = one idea, depth = number of divergence layers, width = number of final results. Every node is brainstormed through twelve framing passes (first-principles, inversion, cross-disciplinary transport, adversarial, constraint relaxation, scale…
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# brainstorm — 辐射状发散探索（全自动 / 完整推进 / 收敛终止） > **本 skill 不是头脑风暴清单。** 它是一台递归式的**想法生成—推导—评估—剪枝—再发散**机器，等价于一棵向外扩张的"系统发生树（phylogenetic tree）"。 > 每个想法必须经过完整推导才有资格存活；每个存活节点必须重新做一次发散直到无新颖性增益； > **每一个最深叶节点都必须完整推进到底——禁止 defer / 因成本 / 因时间 / future-work 等不完整结果。** --- ## 数据模型（visual metaphor — width × depth × node） 把整棵探索想象成下面这张径向树（参考用户示例图）： - **root（圆心）** = 你给定的 topic，或在不显式给定 topic 时由§2 从当前项目状态推断出的起点。 - **depth（同心环 / "深度"）** = 想法/方向的发散层数。第 1 层（红环）= 从 root 直接产生的 framing 分支；第 2 层（绿环）= 对每个第 1 层节点再各跑一遍 framing 后产生的子分支；以此类推无穷叠。**深度无上限**（除非用户用 `--depth N` 显式封顶）。 - **node（节点）** = 每一个想法本身。无论位于哪一层、哪一支，**任何一个发散/推导/结果点都是 node**。 - **width（最外弧 / "宽度"）** = 最终交付的结果数，即树达到收敛/终止时**叶节点（不再扩展的终态节点）**的总数。**宽度无上限**（除非用户用 `--width N` 显式封顶）。 - **生长准则**：一个 node 若能再开出"不同尝试 / 不同方向"，则**必须**伸出新子节点继续向外（depth + 1）；只有当一个 node 已经被 §4 的 12 字段全部填满、§5 评分定论、且§3 的 12 个 framing pass 在该节点上跑过仍**无新颖增益**时，它才允许作为最终叶（计入 width）。 - **完整推进准则（硬性，§0.8 强制）**：进入 width 计数的每一片最终叶节点都**必须完整推进**——derivation 走通、predictions 给数、falsifiability 给判据、novelty_vs_literature 给真实文献对比；半成品的判定与处理见 §0.8。 --- ## 0. 顶层禁令（违反即整轮无效） 1. **禁止凭记忆/印象引用文献、定理、数值、API、库特性。** 每条外部断言必须当轮 WebFetch / Read / Grep 验证；无法验证 → 标 `[NEEDS VERIFICATION]` 并降级该分支评分，**不得**作为推导前提。 …
Read the whole file at its exact version.
How to install
mdr add skymanbp/sci-paper/brainstorm@sha256:0a5267fdc0763efdThe line at the top of this page pins the label git:20261002.7e38af6, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_sxdpvtfm76f6yt5d)
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Versions
The registry has recorded 8 versions of this file, between May 10, 2026 and Oct 2, 2026, about one every 21 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261002.7e38af6 latest | 2026-10-02 | 7e38af6 | 31,936 B | A | view · diff |
| git:20260927.2c70054 | 2026-09-27 | 2c70054 | 31,918 B | A | view · diff |
| git:20260927.de925a9 | 2026-09-27 | de925a9 | 33,406 B | A | view · diff |
| git:20260819.eeda51e | 2026-08-19 | eeda51e | 33,472 B | A | view · diff |
| git:20260817.43132c7 | 2026-08-17 | 43132c7 | 33,472 B | A | view · diff |
| git:20260719.7535f09 | 2026-07-19 | 7535f09 | 33,128 B | A | view · diff |
| git:20260513.f6746b0 | 2026-05-13 | f6746b0 | 33,041 B | A | view · diff |
| git:20260510.b61f600 | 2026-05-10 | b61f600 | 30,101 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (31936 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
skymanbp/sci-paper · 6 stars · license a license file GitHub does not identify · pushed 2026-10-17 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_sxdpvtfm76f6yt5d GET https://markdownregistry.com/api/v1/resolve?ref=skymanbp/sci-paper/brainstorm GET https://markdownregistry.com/api/v1/blob/0a5267fdc0763efdee786c650e296a96cfcf7c18671623398c34026b11daa6e1
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
More from skymanbp/sci-paper
Every file in skymanbp/sci-paper