# debug

> Evidence-before-action diagnosis of failing ML experiments.

Evidence-before-action diagnosis of failing ML experiments. Probes the system before guessing causes, process list, dmesg, GPU stats, log scrollback, checkpoint state, then states a hypothesis as a hypothesis and runs a smoke before claiming a root cause. Use when the user asks why a run is failing, diverging, OOMing, hanging, slow, producing weird metrics, has crashed, or asks to debug, diagnose, troubleshoot, or investigate a training issue.

- Type: Skill
- Made by: fcakyon
- Category: Developer tools
- Formats: Skills
- Version: 58f71fa
- Source: https://github.com/fcakyon/phd-skills/tree/HEAD/plugin/skills/debug
- Page: https://pluginboard.ai/skills/debug-fcakyon

## Works with

- ChatGPT
- Claude
- Gemini
- GitHub Copilot
- Cursor
- Claude Code
- Codex
- Antigravity
- Gemini CLI
- Replit
- OpenClaw
- OpenCode
- Hermes Agent

## Install

### ChatGPT

In ChatGPT: Download the debug folder and zip it, then Plugins → Skills → Create → Upload from your computer. Business and Enterprise plans.

View the folder on GitHub: https://github.com/fcakyon/phd-skills/tree/HEAD/plugin/skills/debug

### Claude

In Claude (web or desktop): Download the debug folder and zip the folder itself, then upload it in Customize → Skills.

View the folder on GitHub: https://github.com/fcakyon/phd-skills/tree/HEAD/plugin/skills/debug

### Gemini

In Gemini: Download the debug folder, then at gemini.google.com click Customize → Skills → Create → Upload and pick the folder (or a .zip of it).

View the folder on GitHub: https://github.com/fcakyon/phd-skills/tree/HEAD/plugin/skills/debug

### GitHub Copilot

Run in your terminal:

```shell
npx -y degit fcakyon/phd-skills/plugin/skills/debug ~/.copilot/skills/debug
```

View the folder on GitHub: https://github.com/fcakyon/phd-skills/tree/HEAD/plugin/skills/debug

### Cursor

Run in your terminal:

```shell
npx -y degit fcakyon/phd-skills/plugin/skills/debug ~/.cursor/skills/debug
```

View the folder on GitHub: https://github.com/fcakyon/phd-skills/tree/HEAD/plugin/skills/debug

### Claude Code

Run in your terminal:

```shell
npx -y degit fcakyon/phd-skills/plugin/skills/debug ~/.claude/skills/debug
```

View the folder on GitHub: https://github.com/fcakyon/phd-skills/tree/HEAD/plugin/skills/debug

Or all of phd-skills, in Claude Code:

```text
/plugin marketplace add fcakyon/phd-skills
/plugin install phd-skills@phd-skills
```

### Codex

Run in your terminal:

```shell
npx -y degit fcakyon/phd-skills/plugin/skills/debug ~/.agents/skills/debug
```

View the folder on GitHub: https://github.com/fcakyon/phd-skills/tree/HEAD/plugin/skills/debug

### Antigravity

In Antigravity: Copy the debug folder into ~/.gemini/config/skills (Antigravity app and IDE) or ~/.gemini/antigravity-cli/skills (Antigravity CLI).

View the folder on GitHub: https://github.com/fcakyon/phd-skills/tree/HEAD/plugin/skills/debug

### Gemini CLI

Run in your terminal:

```shell
npx -y degit fcakyon/phd-skills/plugin/skills/debug ~/.gemini/skills/debug
```

View the folder on GitHub: https://github.com/fcakyon/phd-skills/tree/HEAD/plugin/skills/debug

### Replit

Run in your terminal:

```shell
npx -y degit fcakyon/phd-skills/plugin/skills/debug .agents/skills/debug
```

View the folder on GitHub: https://github.com/fcakyon/phd-skills/tree/HEAD/plugin/skills/debug

### OpenClaw

Run in your terminal:

```shell
npx -y degit fcakyon/phd-skills/plugin/skills/debug ~/.openclaw/skills/debug
```

View the folder on GitHub: https://github.com/fcakyon/phd-skills/tree/HEAD/plugin/skills/debug

### OpenCode

Run in your terminal:

```shell
npx -y degit fcakyon/phd-skills/plugin/skills/debug ~/.config/opencode/skills/debug
```

View the folder on GitHub: https://github.com/fcakyon/phd-skills/tree/HEAD/plugin/skills/debug

### Hermes Agent

Run in your terminal:

```shell
npx -y degit fcakyon/phd-skills/plugin/skills/debug ~/.hermes/skills/debug
```

View the folder on GitHub: https://github.com/fcakyon/phd-skills/tree/HEAD/plugin/skills/debug

---
From Pluginboard (https://pluginboard.ai).