diagnosing-bugs SKILL.md skillA
diagnosing-bugs from madnpc/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add madnpc/skills/diagnosing-bugs@git:20260905.d7ecf7dPins git:20260905.d7ecf7d in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- madnpc/skills
- Path
skills/diagnosing-bugs/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260905.d7ecf7d, committed Sep 5, 2026
- First version recorded
- Jun 24, 2026
- Size
- 10,073 bytes
- Repository stars
- 3
- License
- none declared
适用于根因不明确、反复出现、不稳定、跨组件或性能退化的故障。Use when a bug, test failure, runtime error, unexpected behavior, or performance regression has an unclear root cause, recurs, is nondeterministic, or spans components. 中文关键词：修 Bug、排查问题、诊断故障、根因不明确、反复出现、报错、测试失败、异常行为、性能回归。.
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
# Diagnosing Bugs A discipline for hard bugs. Skip phases only when explicitly justified. ## 输出语言 默认使用简体中文与用户沟通，并以简体中文编写诊断记录和结论。用户明确指定其他语言或既有文档语言另有约定时，遵从该约定；代码、命令、产品名和必须保持原文的引用不强行翻译。 When exploring the codebase, read `CONTEXT.md` (if it exists) to get a clear mental model of the relevant modules, and check ADRs in the area you're touching. ## Redact This skill has you show commands, outputs, and captured artifacts. **Redact every secret first**: write `<REDACTED>` in its place. Build loops against environment variables so credentials stay in the environment rather than in what you show. Captured artifacts can carry authentication headers; quote only the lines that carry the diagnostic signal. If the redacted output is not enough to diagnose the bug, say so and ask the user. ## Quick triage Do not start the full loop for an immediately evident, single-line error when one surgical correction has an obvious verification command. Make that minimal correction and run the verification. …
Read the whole file at its exact version.
How to install
mdr add madnpc/skills/diagnosing-bugs@sha256:4d43c6af9c3bb717The line at the top of this page pins the label git:20260905.d7ecf7d, 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_dshck4ypfpkp6iii)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Jun 24, 2026 and Sep 5, 2026, about one every 18 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260905.d7ecf7d latest | 2026-09-05 | d7ecf7d | 10,073 B | A | view · diff |
| git:20260702.0a53d29 | 2026-07-02 | 0a53d29 | 9,532 B | A | view · diff |
| git:20260624.2d5338c | 2026-06-24 | 2d5338c | 9,490 B | A | view · diff |
| git:20260624.055aa44 | 2026-06-24 | 055aa44 | 9,219 B | A | view · diff |
| git:20260624.7d3de8b | 2026-06-24 | 7d3de8b | 9,129 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 (10073 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
madnpc/skills · 3 stars · license none declared · pushed 2026-09-29 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_dshck4ypfpkp6iii GET https://markdownregistry.com/api/v1/resolve?ref=madnpc/skills/diagnosing-bugs GET https://markdownregistry.com/api/v1/blob/4d43c6af9c3bb71705de858ccaa197bd07afb50f1c8999e0e010f0c638933f21
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.