ask SKILL.md skillA
ask from pillumina/ascend-sleuth is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add pillumina/ascend-sleuth/ask@git:20261030.a103b40Pins git:20261030.a103b40 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- pillumina/ascend-sleuth
- Path
skills/ask/SKILL.md- Versions recorded
- 2
- Latest version
- git:20261030.a103b40, committed Oct 30, 2026
- First version recorded
- Oct 30, 2026
- Size
- 9,468 bytes
- Repository stars
- 5
- License
- MIT
昇腾知识库快问快答：用户问一个能一句话问完的问题（错误码或环境变量取值、某类问题怎么定位、 本次现象先查什么、某个术语是什么、库里有没有收录）时，用单个索引文件定位，读不超过 2 个词条， 按固定 5 行格式答「一句话 + 表或候选 + 一条可粘贴命令 + 作用域 + 出处」。 面向新员工、相邻域工程师、定位工程师。症状类只给候选与一条判别动作并转 diagnose。 不写 trace、不建 session、不写文件。.
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
# Ask 知识库的快问快答。读正文词条不超过 2 个（流程类 3 个、阈值题 3 个）、单轮写不超过 400 字（导览 600），给出一个用户能立刻粘贴执行或立刻核对的答案。 ## 1 何时用、何时不用 用：问题能用一句话问完，答案落在库里某段文字；问法属于码、变量、流程、现象、术语、覆盖之一。 不用，转 `/skill:diagnose`：带着一次具体故障要结论；要一串动作才收敛；已有修复要判能不能上生产。 判据：一句话能给出可核对的答案。 ## 2 两个入口 判据是题干形态，不问用户。 | 入口 | 题干 | 第一步 | |---|---|---| | 从现象进 | 带本次现场：报错原文、日志行、某个数值 | 先归第 3 节的类再进支，不给结论 | | 从概念进 | 只有类别词与「一般 / 有哪些 / 怎么判」 | 先给该性质的导览，再落到那一支 | 现象进是「分类 → 支 → 动作」，概念进是「面 → 支 → 动作」，后者行 2 给全 4 到 6 支。导览在 `skills/ask/references/overview.md`；未落地时用第 4 节类 2 的命令列支。 ## 3 五类问题分流 | 类 | 带来什么 | 读什么 | 模板 | |---|---|---|---| | 1 查事实 | 一个码、一个变量名、一个规格数字 | 一个 `references/errors/<族>.yaml` 或 `env-vars/<模块>.yaml` | §1 查证 | | 2 查流程 | 某类问题怎么定位 | 一个性质分片 + 一个流程词条 | §2 导览 | | 3 报现象 | 卡住、NaN、慢、精度掉 | `_summary-index.yaml` + 一个故障模式域表 + 一个 `.list` | §3 现象转诊 | | 4 问术语 | 一个名词或平台代号 | `glossary.md` + `_summary-index.yaml` | §4 术语解释 | | 5 查覆盖 | 库里有 X 吗 | `_code-gaps.yaml` + 一个 `.list` | §1 查证 | 只跑本类那一组命令：类 2 不跑类 3 的 `.list`，类 3 不跑流程分片。类 3 必须带转诊（第 7 节）。 ## 4 检索步骤 一条命令只打开一个文件，不跑通配。性质取 `interrupt` / `precision` / `performance`。类 1 按码、变量、背景三选一跑一条，错误码表零命中再加缺口索引一条；查证最多读 2 个正文（族表加缺口或结构词条），族表零命中判「只有相关」，不再换族。 ```bash # 1 查事实（族按第 2 位定） grep -n "<码>" references/errors/<族>.yaml …
Read the whole file at its exact version.
How to install
mdr add pillumina/ascend-sleuth/ask@sha256:ad31dc7fcdd340f4The line at the top of this page pins the label git:20261030.a103b40, 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_qzvgig6lrv3ig6ic)
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Versions
The registry has recorded 2 versions of this file, all committed on Oct 30, 2026.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261030.a103b40 latest | 2026-10-30 | a103b40 | 9,468 B | A | view · diff |
| git:20261030.ba8c246 | 2026-10-30 | ba8c246 | 8,833 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 (9468 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
pillumina/ascend-sleuth · 5 stars · license MIT · pushed 2026-10-31 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_qzvgig6lrv3ig6ic GET https://markdownregistry.com/api/v1/resolve?ref=pillumina/ascend-sleuth/ask GET https://markdownregistry.com/api/v1/blob/ad31dc7fcdd340f4a7ff85315411c4efce810b4f056b4801d6d6c7238b4d5402
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 pillumina/ascend-sleuth
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