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fiftyone-troubleshoot

Skill

Diagnose and fix common FiftyOne issues automatically. Use when a dataset disappeared, the App won't open, changes aren't saving, MongoDB errors occur, video codecs fail, notebook connectivity breaks, operators are missing, or any recurring FiftyOne pain point needs solving.

0Debugging

Install

git clone https://github.com/voxel51/fiftyone-skills.git ~/.claude/skills/fiftyone-troubleshoot

What is fiftyone-troubleshoot?

Diagnose and fix common FiftyOne issues automatically. Use when a dataset disappeared, the App won't open, changes aren't saving, MongoDB errors occur, video codecs fail, notebook connectivity breaks, operators are missing, or any recurring FiftyOne pain point needs solving.

What this can do

Capabilities declared in this component's own frontmatter — not inferred.

Inherit all session tools

Declares no tool restrictions — inherits every session tool

~69 tokens of context used while enabled, before you invoke anything

Documentation

README · ~9 min read

FiftyOne Troubleshoot

Overview

Diagnose and fix common FiftyOne pain points. Match the user's symptom to the Issue Index, explain the root cause and proposed fix, get approval, then apply.

Shell commands in this skill are written for macOS/Linux. On Windows (non-WSL), adapt using PowerShell equivalents or use WSL.

Designed to grow: add new issues at the bottom as they are encountered.

Prerequisites

  • FiftyOne installed: pip install fiftyone
  • MCP server running (optional, for plugin-related fixes)

Key Directives

1. Always explain, propose, and confirm before acting

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