fiftyone-eval-plugin
SkillEvaluates FiftyOne plugins for quality, security, and agent-readiness. Use when reviewing a plugin before installation, auditing an existing plugin, validating a plugin you just built, or assessing community plugins for safety. Produces a structured report with scores and actionable recommendations.
Install
git clone https://github.com/voxel51/fiftyone-skills.git ~/.claude/skills/fiftyone-eval-pluginWhat is fiftyone-eval-plugin?
Evaluates FiftyOne plugins for quality, security, and agent-readiness. Use when reviewing a plugin before installation, auditing an existing plugin, validating a plugin you just built, or assessing community plugins for safety. Produces a structured report with scores and actionable recommendations.
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
~75 tokens of context used while enabled, before you invoke anything
Documentation
README · ~12 min readEvaluate FiftyOne Plugins
Key Directives
ALWAYS follow these rules:
1. Read the entire plugin before judging
Read every source and configuration file of the plugin. Common file extensions: .py, .ts, .tsx, .js, .yaml, .yml, and .json. Never construct an assessment of a plugin without first reading every line of every source file.
2. Security first
Check for dangerous patterns before anything else. A plugin with perfect code quality that violates established and well known security best practices, is an immediate critical failure.
3. Be specific and actionable
Every finding must include: what's wrong, where it is (file + line), why it matters, and how to fix it. Never say "improve code quality" without pointing to the exact issue.
4. Score honestly
Reviews
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