# AI Noise Reduction

> Deduplicate noisy AXPA findings into actionable groups.

- Skill: `rweisssieker-xp/ai-noise-reduction` (Agent Skill)
- Install (CLI): `npx skillmds@latest add rweisssieker-xp/ai-noise-reduction`
- Raw SKILL.md: https://api.skillmd.com/api/skills/rweisssieker-xp/ai-noise-reduction/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: rweisssieker-xp (https://skillmd.com/u/rweisssieker-xp)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/rweisssieker-xp/ai-noise-reduction

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# AI Noise Reduction

Use `scripts/ai_insights.py` and read `noiseReduction`. Group by classification, playbook, module, and affected objects. Present the action list before raw findings.