resume-diagnosis SKILL.md skillA

resume-diagnosis from pillumina/ascend-sleuth is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add pillumina/ascend-sleuth/resume-diagnosis@git:20261022.c27ee84

Pins git:20261022.c27ee84 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/resume-diagnosis/SKILL.md
Versions recorded
18
Latest version
git:20261022.c27ee84, committed Oct 22, 2026
First version recorded
Aug 30, 2026
Size
13,060 bytes
Repository stars
5
License
MIT

续接一个被打断的昇腾诊断 session;也用于接手另一台机器打包过来的诊断(交接包)。 读活跃的 traces/*.yaml(每个并发诊断一个文件,含 trace),复述上次停在哪一步、排除了哪些 case、当前 active case,等人贴回命令输出后继续。 诊断被会议/上下文 compact 打断、或跨机(前一台机器上定位到一半、日志在另一台机器上)继续定位时用。.

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

# Resume Diagnosis

诊断不是连续时段——你正跑 check 命令,被拉去开会,回来 agent 上下文已被 compact,诊断链路丢失。

## 接手外来交接包(跨机那一半)

上家把一单打包带过来时(典型:路由与验证在前一台机器上做到一半,真正的大日志在另一台机器上),**不要用 `/diagnose` 重开一单**——那会把它当新问题重新收集、重新路由,得到的是一份与上家不同的现场,而真实状态本来就在包里。

1. **落位(机械动作归脚本)**:`python3 scripts/import_trace.py <包.zip | 包.md | 包目录>`——它校验包、落到 `traces/`、比对知识库版本、点出缺件,并打印一屏交接简报。同名冲突时它落成 `<sid>-imported-<n>` 而**不自动合并**(两台机器为同一个问题各开一单是常态,要不要合并是判断,交人);同一份包重复接手它不重复落位。
2. **读那句简报 + `traces/handoff/<sid>.yaml`**(外来单才有这个文件,是交接单的机器可读那一份):来源主机与知识库版本、交接意图(继续定位 / 复核结论 / 转上游)、上家留下的待补材料(`needs`)、未纳入与未内联的清单。
3. **版本不一致照实说**:本机知识库与上家不同时简报会点出来——`excluded_cases` 里的 id 可能不存在、候选排序可能不同。以本机库为准执行,发现候选集与 trace 记的对不上就如实说明,别把差异当成上家写错。
4. **缺件不等于"证据已齐"**:简报点名的 `missing`(单文件 md 通道未内联的大文件、传输丢件)要在第一屏就讲清,并按 `needs` 索取;缺着它们把上家的结论当已验证继续往下推,是把"上家没验完的部分"冒充成已验证。
5. **然后照下面的主流程续接**——外来包接手只负责把现场放到本地,恢复现场与继续定位的规则一条不变。

## 流程

**先清反馈债——按 `feedback.case` 的取值分三种,别混**:扫到的 state 文件里若有 `feedback.outcome: pending`,先看 `feedback.case` 是**真实 case id**、占位串 `pending-investigation`,还是**空值/缺失**(三种都出现过,定义见 `diagnosis_state.yaml.example`)。
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add pillumina/ascend-sleuth/resume-diagnosis@sha256:49576494cc42e047

The line at the top of this page pins the label git:20261022.c27ee84, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_kg5l6il77subezlt.svg)](https://markdownregistry.com/a/art_kg5l6il77subezlt)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 18 versions of this file, between Aug 30, 2026 and Oct 22, 2026, about one every 3 days.

versioncommittedcommitsizeaudit
git:20261022.c27ee84 latest2026-10-22 c27ee84 13,060 BA view · diff
git:20261017.896493c2026-10-17 896493c 12,703 BA view · diff
git:20260929.ef037cb2026-09-29 ef037cb 12,692 BA view · diff
git:20260921.f4787e72026-09-21 f4787e7 12,662 BA view · diff
git:20260917.709504c2026-09-17 709504c 12,137 BA view · diff
git:20260917.88f128b2026-09-17 88f128b 12,131 BA view · diff
git:20260915.e0f78c82026-09-15 e0f78c8 12,092 BA view · diff
git:20260914.140151a2026-09-14 140151a 10,162 BA view · diff
git:20260914.27c24392026-09-14 27c2439 9,317 BA view · diff
git:20260914.b9d2c522026-09-14 b9d2c52 9,059 BA view · diff
git:20260913.c190d732026-09-13 c190d73 8,758 BA view · diff
git:20260912.af5564d2026-09-12 af5564d 7,842 BA view · diff
git:20260912.a0585ee2026-09-12 a0585ee 7,664 BA view · diff
git:20260908.866dee22026-09-08 866dee2 6,564 BA view · diff
git:20260908.66564c82026-09-08 66564c8 4,240 BA view · diff
git:20260901.90060562026-09-01 9006056 3,758 BA view · diff
git:20260831.2453a952026-08-31 2453a95 3,789 BA view · diff
git:20260830.b2d53e02026-08-30 b2d53e0 1,878 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (13060 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

GitHub

pillumina/ascend-sleuth · 5 stars · license MIT · pushed 2026-10-31 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_kg5l6il77subezlt
GET https://markdownregistry.com/api/v1/resolve?ref=pillumina/ascend-sleuth/resume-diagnosis
GET https://markdownregistry.com/api/v1/blob/49576494cc42e047926f4195c41a947ae1466061b43d64059bb592ddd3582a4c

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

AGENTS.md AGENTS.md file
pillumina/ascend-sleuth · AGENTS.md
git:20260917.709504c · audit A · 5 stars
CLAUDE.md CLAUDE.md file
pillumina/ascend-sleuth · CLAUDE.md
git:20261027.7304a2a · audit A · 5 stars
ask SKILL.md skill
pillumina/ascend-sleuth · skills/ask/SKILL.md · 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 +…
git:20261030.a103b40 · audit A · 5 stars
diagnose SKILL.md skill
pillumina/ascend-sleuth · skills/diagnose/SKILL.md · 昇腾训练/推理问题的核心诊断循环:收集症状、按 triage-tree 路由、两阶段加载 并验证 Tier 2 case、命中给 fix(高危 root cause 改提示 halt)或转深度排查。 Tier-2…
git:20261030.0194eb5 · audit A · 5 stars
doc-standards SKILL.md skill
pillumina/ascend-sleuth · skills/doc-standards/SKILL.md · 写或改任何给人读的文档之前,先定类型、再套骨架、最后过反例清单。覆盖 docs/ 六层、 README、定位报告、case/reference 词条、EV 卡、postmortem、PR body、skill 正文。给出九类…
git:20261009.3640a77 · audit A · 5 stars
doctor SKILL.md skill
pillumina/ascend-sleuth · skills/doctor/SKILL.md · 本机环境体检:一条命令问清这台机器上哪些流程能跑、哪些会降级(缺 Python 包、git、node、gh, traces/ 能否解析,知识库索引在不在),并给出每项缺失的修法。任务开始前环境可疑、换机器、 内网新部署、或流程中途以一句…
git:20261027.748c4a1 · audit A · 5 stars
evolve-check SKILL.md skill
pillumina/ascend-sleuth · skills/evolve-check/SKILL.md · 任何内容流程收尾的伴随演进评估(数据驱动的 self-evolving,非独立目标轮)。 用户下内容目标(补 case / reference 沉淀 / 诊断 / 拉取 / replay)后,执行中产生…
git:20261030.875bdba · audit A · 5 stars
issue-ingest SKILL.md skill
pillumina/ascend-sleuth · skills/issue-ingest/SKILL.md · 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…
git:20261030.0194eb5 · audit B · 5 stars
knowledge-groom SKILL.md skill
pillumina/ascend-sleuth · skills/knowledge-groom/SKILL.md · 昇腾知识库的周期性维护引擎。批处理 postmortems/inbox/ 待审队列(预分诊 new/variant/covered 三分类), 结构化升格到 Tier 2、校验 references…
git:20261030.0194eb5 · audit A · 5 stars
preload-panel SKILL.md skill
pillumina/ascend-sleuth · skills/preload-panel/SKILL.md · 在 DSH 会话中加载 ascend-sleuth 面板,并处理「装了但 tab 不出现」。先按本机给模型的工具与桌面版 自带的东西选装载路:有 cordis_define / cordis_run 在会话内热加载;有…
git:20261031.d932b27 · audit A · 5 stars
reference-ingest SKILL.md skill
pillumina/ascend-sleuth · skills/reference-ingest/SKILL.md · 从 GitCode 等可按 API 枚举的**文档仓**批量摄取官方文档,沉淀为 reference 先验词条(面向训练/推理的中断、精度、性能定位)。编排「仓库文档面普查 → 增量扫描(path×blob sha…
git:20261009.3640a77 · audit A · 5 stars
self-evolve SKILL.md skill
pillumina/ascend-sleuth · skills/self-evolve/SKILL.md · 自演进深度轮(显式触发)+ 攒批聚合器。用户下内容目标(补 case / reference 沉淀 / 诊断 / 拉取)时,由对应内容 skill 执行,**收尾自动跑…
git:20261030.875bdba · audit A · 5 stars

Every file in pillumina/ascend-sleuth

Browse by kind, by grade A, or by owner.