ahoybuoy

False Positive Triage — Data skill for Claude Code

Data community

Use when investigating a suspected false positive in drift detection, reducing false positive rates, or adding a new usage detection pattern to the drift analysis pipeline.

How to install False Positive Triage

Installs to ~/.claude/skills/ahoybuoy-buoy-false-positive-triage/SKILL.md

Terminal

mkdir -p ~/.claude/skills/ahoybuoy-buoy-false-positive-triage && curl -fsSL https://raw.githubusercontent.com/ahoybuoy/buoy/HEAD/.claude/skills/false-positive-triage.md -o ~/.claude/skills/ahoybuoy-buoy-false-positive-triage/SKILL.md

Restart Claude Code, or start a new session, for it to be picked up.

What False Positive Triage does

name: false-positive-triage description: Use when investigating a suspected false positive in drift detection, reducing false positive rates, or adding a new usage detection pattern to the drift analysis pipeline.

False Positive Triage

Drift Types Prone to False Positives

Drift Type	Root Cause	Mitigations
`unused-component`	Framework conventions hide real usage	13 usage scanners + entry point exemption
`unused-token`	Framework-internal tokens pol

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