to-reference SKILL.md skillA
to-reference 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/to-reference@git:20261020.1e65217Pins git:20261020.1e65217 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/to-reference/SKILL.md- Versions recorded
- 11
- Latest version
- git:20261020.1e65217, committed Oct 20, 2026
- First version recorded
- Sep 3, 2026
- Size
- 26,727 bytes
- Repository stars
- 5
- License
- MIT
把昇腾先验知识沉淀成 reference 词条。输入支持内联粘贴、单个文件、URL 爬取、或从已有 case 集合归纳共性。提取事实/方法论，按 references/_types.yaml 归类（error-code / tool / platform-fact / command-side-effect / methodology），标来源类型（official-doc / engineer-input / case-derived）与验证状态，经 grill 阶段与用户反复确认意图后，产出结构化 YAML 词条（status: active 直进正式 type 目录，PR review 即审核闸门——合入即生效）。这是先验知识的统一入口——与 to-postmortem（案例）并列，先验知识从这里汇入，不从 diagnose 自动生成。.
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
# To Reference 先验知识注入入口，与案例知识（`/skill:to-postmortem`）并列。**reference 是独立于任何具体事故的领域事实与方法论**——不是 case，不携带 symptoms/diagnosis/fix 闭环。本 skill 的产物以 `status: active` 直接落入正式 type 目录（`references/<type-dir>/`），**PR review 即审核闸门——合入即生效**：词条随 PR 提交，review 通过合入 = active 进入诊断上下文。未合入的 PR 分支不 main，天然不进诊断上下文——安全性语义由"合入动作"承担，不再需要 draft 中间态隔离。 > ⚠️ **质量原则（比 case 更严）**：reference 是知识库的浓缩资产，一旦错误，污染的是所有引用它的诊断。**本 skill 的产出不是"录进去"，是"提交审核"**——先与用户反复确认意图（grill），再产出 active 词条随 PR 提交，由 maintainer 在 PR review 审核。环节缺一不可。 ## 输入方式 接受四种输入，来源类型决定信任基础与后续审核深度： **1. 内联粘贴**（工程师经验 / 手册片段，`engineer-input`）： ``` /skill:to-reference "在 A2 上排查通信问题，别查 HCCL_BUFFSIZE，查 NPU 驱动版本：cat /proc/driver/npu/version，期望 >= 23.0" ``` **2. 单个文件路径**（来源类型由 `--source` 指定，不默认绑定）： ``` /skill:to-reference --file ~/notes/npu-smi-fields.md --source engineer-input /skill:to-reference --file ~/ascend/昇腾950_NPU架构白皮书.md --source official-doc ``` `--source` 是**必填判断项**（engineer-input / official-doc）：来源类型由**内容权威性**决定，不由输入通道决定——同一份文件可能是工程师笔记（engineer-input）也可能是官方文档（official-doc）。本地 PDF 用工具提取文本（如 `pymupdf`）后再走本模式；`.docx`/`.doc`/`.pptx`/`.xlsx`/`.rtf`/`.epub` 先转 Markdown（见 §1「二进制文档与截图」）。`verification` 状态见 §1。 **3. URL 爬取**（官方文档，`official-doc`）： …
Read the whole file at its exact version.
How to install
mdr add pillumina/ascend-sleuth/to-reference@sha256:2dc81ec7d08c9bdbThe line at the top of this page pins the label git:20261020.1e65217, 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_heqpt6kzr5jkruj5)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 11 versions of this file, between Sep 3, 2026 and Oct 20, 2026, about one every 5 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261020.1e65217 latest | 2026-10-20 | 1e65217 | 26,727 B | A | view · diff |
| git:20261017.896493c | 2026-10-17 | 896493c | 26,368 B | A | view · diff |
| git:20260917.709504c | 2026-09-17 | 709504c | 26,329 B | A | view · diff |
| git:20260917.645bdf7 | 2026-09-17 | 645bdf7 | 26,324 B | A | view · diff |
| git:20260914.c36f16e | 2026-09-14 | c36f16e | 24,775 B | A | view · diff |
| git:20260913.3e13dd7 | 2026-09-13 | 3e13dd7 | 23,468 B | A | view · diff |
| git:20260909.9560ccc | 2026-09-09 | 9560ccc | 23,088 B | A | view · diff |
| git:20260909.bbe3dee | 2026-09-09 | bbe3dee | 22,218 B | A | view · diff |
| git:20260909.08a2f82 | 2026-09-09 | 08a2f82 | 20,545 B | A | view · diff |
| git:20260909.257daaa | 2026-09-09 | 257daaa | 20,298 B | A | view · diff |
| git:20260903.b7f30cc | 2026-09-03 | b7f30cc | 19,335 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 (26727 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 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_heqpt6kzr5jkruj5 GET https://markdownregistry.com/api/v1/resolve?ref=pillumina/ascend-sleuth/to-reference GET https://markdownregistry.com/api/v1/blob/2dc81ec7d08c9bdb900fa45c9b91584d3523745d9a3192b333a9d624bcb43628
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.