autopilot-brainstorm SKILL.md skillA
autopilot-brainstorm from strzhao/autopilot is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add strzhao/autopilot/autopilot-brainstorm@git:20260927.fed289ePins git:20260927.fed289e in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- strzhao/autopilot
- Path
plugins/autopilot/skills/autopilot-brainstorm/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260927.fed289e, committed Sep 27, 2026
- First version recorded
- May 17, 2026
- Size
- 6,570 bytes
- Repository stars
- 32
- License
- MIT
autopilot design 阶段需求探索专用。在写设计文档前通过逐个澄清问题理解用户意图，提出 2-3 方案让用户选择，输出共识总结到 brainstorm.md 后交回主 skill。当 autopilot skill 在 design 阶段委托调用时使用。.
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
# autopilot-brainstorm — design 阶段需求探索代理 在写任何设计文档之前，通过自然的协作对话将用户意图转化为清晰共识。逐个澄清问题，提出 2-3 种方案，输出 brainstorm.md 后交回主 skill 接力。 <HARD-GATE> 在输出 brainstorm.md 之前，禁止写设计文档、禁止更新 state.md 的 ## 设计文档 / ## 实现计划区域、禁止调用任何实现 skill。无论任务看起来多简单，都必须完整走完探索流程。 </HARD-GATE> ## Anti-Pattern: "这太简单不需要 brainstorm" **每个任务都必须走这个流程**——一个配置改动、一个工具函数、一个"明显"的需求。"简单"是返工的根源：未经检验的假设在小任务里造成最多浪费。探索可以很短（真正简单的任务 2-3 个问题即可），但必须走完。 ## Checklist（必须 TaskCreate 每项，按顺序完成） 你**必须**为以下每项创建 Task 并依序完成： 1. **探索项目上下文**：使用 1-2 个 Explore agent 分析代码库，检查文件、文档、近期 commit；识别当前实现模式和相关约束；随后按「历史知识消费」扫描 `.autopilot/knowledge/` 2. **视觉伴侣征求**（可选独立消息）：评估后续问题是否涉及视觉内容（UI mockup、架构图、布局对比），如果是，单独发一条消息征求同意（参见 `references/visual-companion-guide.md`） 3. **逐个澄清问题**：一次一个问题（AskUserQuestion），聚焦目的、约束、成功标准；优先多选题 4. **提出 2-3 种方案**：每种含权衡分析，先展示推荐方案，使用 AskUserQuestion 让用户选择 5. **写 brainstorm.md 后交回主 SKILL**：将共识总结写入 `$TASK_DIR/brainstorm.md`，然后退出，由主 skill 接力写设计文档 ## The Process **理解用户意图**： - 先探索项目现状（文件、文档、近期 commit），再提问——避免问已有答案的问题 - 评估范围：如果目标描述多个独立子系统，立即标记可能需要项目模式拆分，不要深入细节 - 对于合适范围的任务，一次一个问题逐步澄清 - 优先多选题（AskUserQuestion options），开放式也可以；每条消息只有一个问题 - 聚焦：目的、约束、成功标准 **历史知识消费**（<=15s，最多 3 个文件；本会话已加载过的条目直接复用，不重复 Read）： …
Read the whole file at its exact version.
How to install
mdr add strzhao/autopilot/autopilot-brainstorm@sha256:241e87efe36425b5The line at the top of this page pins the label git:20260927.fed289e, 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_lypovluzk5ivbufd)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between May 17, 2026 and Sep 27, 2026, about one every 33 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260927.fed289e latest | 2026-09-27 | fed289e | 6,570 B | A | view · diff |
| git:20260927.937f6e3 | 2026-09-27 | 937f6e3 | 5,658 B | A | view · diff |
| git:20260915.e1af09c | 2026-09-15 | e1af09c | 5,209 B | A | view · diff |
| git:20260716.1330132 | 2026-07-16 | 1330132 | 5,190 B | A | view · diff |
| git:20260517.7b003c0 | 2026-05-17 | 7b003c0 | 4,742 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 (6570 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
strzhao/autopilot · 32 stars · license MIT · pushed 2026-10-28 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_lypovluzk5ivbufd GET https://markdownregistry.com/api/v1/resolve?ref=strzhao/autopilot/autopilot-brainstorm GET https://markdownregistry.com/api/v1/blob/241e87efe36425b5f80042911ae8233d5ee61c9116e1ad427d0e1d26bc83e40f
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.