Skip to content
Agentmart
Submit a tool

diagnose

系统化诊断复杂 bug、测试失败和性能回退,按复现、最小化、假设、观测、修复、回归测试循环推进;当用户说 debug、diagnose、报错、失败、性能变慢时使用。

Skill by 535803710

IndexedMIT★ 8
Write a review

Install

Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/535803710-diagnose

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

Get the weekly diff

The weekly diff: one email a week with new agent tools, notable updates and grade changes, plus security alerts for tools you follow. Double opt-in, one-click unsubscribe.

We use your email only for this newsletter. Privacy

About

系统化诊断复杂 bug、测试失败和性能回退,按复现、最小化、假设、观测、修复、回归测试循环推进;当用户说 debug、diagnose、报错、失败、性能变慢时使用。

No reviews yet. Installed it? Reviews come from verified installers only. How reviews work

Permissions

What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

Tools
No tools found
Secrets
None asked for
Install scripts
None found
Runs as
Shell scripts

Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/diagnose

What's inside

Skill name
diagnose
Description
系统化诊断复杂 bug、测试失败和性能回退,按复现、最小化、假设、观测、修复、回归测试循环推进;当用户说 debug、diagnose、报错、失败、性能变慢时使用。
License
MIT
Instructions
22 lines in SKILL.md · view on GitHub

Before installing

  • Ships executable scripts

Files (3)

  • SKILL.md
  • openai.yaml · agents/
  • hitl-loop.template.sh · scripts/

SKILL.md (first lines)

# Diagnose

## 目标

不要直接猜修复。先复现问题,再缩小范围,再提出假设,最后用观测和回归测试证明修复有效。

## 诊断循环

1. Reproduce:复现问题,记录命令、输入、现象和期望。
2. Minimise:缩小到最小可复现路径。
3. Hypothesise:列出 1-3 个最可能原因。
4. Instrument:加日志、断点、测试或静态检查验证假设。
5. Fix:做最小修复。
6. Regression-test:补回归测试或明确人工验证步骤。

## 原则

- 不要同时改多个无关点
- 不确定就先观测,不要编造原因
- 修复后要能解释为什么问题不会再发生
- 如果需要人工参与,可参考 `scripts/hitl-loop.template.sh`

From 535803710/ai-rd-skills, MIT.

More from 535803710/ai-rd-skills

Signals

Stars
8
Forks
1
Open issues
0
Last commit (this folder)
May 20, 2026 (5 months ago)

From GitHub (fetched Oct 24, 2026).

Details

License
MIT
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

More from 535803710

Cite this page

diagnose skill. Agent Mart. https://agentmart.dev/skills/535803710-diagnose (last updated 2026-10-24)