issue-ingest SKILL.md skillB
issue-ingest 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/issue-ingest@git:20261030.0194eb5Pins git:20261030.0194eb5 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- B, 16 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- pillumina/ascend-sleuth
- Path
skills/issue-ingest/SKILL.md- Versions recorded
- 12
- Latest version
- git:20261030.0194eb5, committed Oct 30, 2026
- First version recorded
- Sep 2, 2026
- Size
- 12,664 bytes
- Repository stars
- 5
- License
- MIT
从外部 issue 源（GitHub 等）批量导入案例知识。编排上游 issue 拉取、硬过滤、价值评估、沉淀与状态标记：拉取精简元数据（fetch_issues.py，不含 body），硬过滤+启发式排序（issue_filter.py：label 池/评论数/标题规则/已处理排除），对候选按需评估（subagent 读 body 判断可否沉淀），通过的走 to-postmortem 沉淀为 case 草稿（进 inbox 待审），完成后标记已导入（幂等）。框架差异（repo、label 体系）参数化配置。前置环境：gh CLI 已安装并登录（未登录引导 gh auth login）。这是外部 issue 源 → case 的统一批量注入入口，与 to-postmortem（人工笔记等异构来源）互补。.
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
# Issue Ingest 从上游仓库的 closed issue 批量沉淀 case。适合：团队想吸收某框架（vllm-ascend / vllm / mindspeed-llm…）的 issue 里的排障知识，而不想逐条手工翻 issue。 **自动化边界（拉取→沉淀全自动；升格分场景）**：本 skill 自动完成"拉取 → 过滤 → 评估 → 沉淀草稿 → 标记已导入"，产出 `status: draft` 的 case 草稿进 `postmortems/inbox/`——**不进诊断上下文**。升格分两种： - **默认（人工审后转正）**：维护者批量审 inbox（knowledge-groom 周批）后转正——知识生效点（draft → active）是人； - **自动化升格（owner 预授权源）**：本 skill 即 owner 配置的持续管道，其产出的草稿 verification 链完整（upstream-fix-merged 等外部验证）+ pre-triage 判别完成——**可直接调 knowledge-groom 升格入库提 PR**，不等周批（同 2026-W36 round2 全自动轮 22 case 先例；groom SKILL「触发场景区分」）。逐条人审不是自动化源的必经环节。 ## 前置环境（不满足先处理，不跳过） 1. **gh CLI**：`gh --version` 检查；未安装 → 提示用户安装（`curl -fsSL https://cli.github.com/ | sh` 或包管理），装完重查； 2. **gh 登录**：`gh auth status` 检查；未登录 → 引导用户 `gh auth login`（选 GitHub.com → HTTPS → **Login with a web browser**，用户浏览器完成授权）——不要替用户输入凭据，等 auth status 通过； 3. 其他源（GitCode 等）：确认对应 CLI（如 `gitcode-cli`）已装已登录，本 skill 流程以 GitHub 为例，其他源换 CLI 命令即可（缓存格式保持一致：number/title/comments/closed_at/labels/state_reason）。 ## 输入方式（按需交互：给得越全，问得越少） ``` /skill:issue-ingest --repo vllm-project/vllm-ascend --labels triaged [--since <ISO时间>] [--min-comments 3] [--limit 20] [--mode auto|confirm] …
Read the whole file at its exact version.
How to install
mdr add pillumina/ascend-sleuth/issue-ingest@sha256:385e0914f6007778The line at the top of this page pins the label git:20261030.0194eb5, 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_4lg2ea5vani3fmwj)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 12 versions of this file, between Sep 2, 2026 and Oct 30, 2026, about one every 5 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261030.0194eb5 latest | 2026-10-30 | 0194eb5 | 12,664 B | B | view · diff |
| git:20261027.2dabd30 | 2026-10-27 | 2dabd30 | 12,585 B | B | view · diff |
| git:20261020.1e65217 | 2026-10-20 | 1e65217 | 12,505 B | B | view · diff |
| git:20260929.6ee624d | 2026-09-29 | 6ee624d | 12,300 B | B | view · diff |
| git:20260922.d4eb9a9 | 2026-09-22 | d4eb9a9 | 12,280 B | B | view · diff |
| git:20260914.27c2439 | 2026-09-14 | 27c2439 | 12,041 B | B | view · diff |
| git:20260913.0e975d5 | 2026-09-13 | 0e975d5 | 11,982 B | B | view · diff |
| git:20260910.172f7aa | 2026-09-10 | 172f7aa | 11,821 B | B | view · diff |
| git:20260910.b327dc1 | 2026-09-10 | b327dc1 | 11,838 B | B | view · diff |
| git:20260903.c0ca896 | 2026-09-03 | c0ca896 | 10,779 B | B | view · diff |
| git:20260903.b7f30cc | 2026-09-03 | b7f30cc | 10,247 B | B | view · diff |
| git:20260902.49dd485 | 2026-09-02 | 49dd485 | 9,964 B | B | view |
Audit of the latest version
- fail: No curl or wget piped into a shell (matched: curl -fsSL https://cli.github.com/ | sh)
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (12664 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 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
Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.
Source
pillumina/ascend-sleuth · 5 stars · license MIT · pushed 2026-10-31 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_4lg2ea5vani3fmwj GET https://markdownregistry.com/api/v1/resolve?ref=pillumina/ascend-sleuth/issue-ingest GET https://markdownregistry.com/api/v1/blob/385e0914f600777824bb6c2c1b929bc0456ad35a712cb8a1801ac65dd01758da
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
Every file in pillumina/ascend-sleuth