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Ztx9 Pixel Region Attribution

ASecurity

Map pixel changed regions to potential DOM roots for Codex Perfect_AI production websites. Additive to all previous skills.

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  • Added November 7, 2026
testingtesting

Security analysis

A100/100

Scanned November 7, 2026

npx -y skills add Realjustawall/Perfect-AI --skill ztx9-pixel-region-attribution --agent claude-code

Installs into .claude/skills of the current project.

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SKILL.md
---
name: ztx9-pixel-region-attribution
description: Map pixel changed regions to potential DOM roots for Codex Perfect_AI production websites. Additive to all previous skills.
---

# Map pixel changed regions to potential DOM roots

## Task-specific procedure
Compute changed bounding rectangle and intersection with DOM elements; rank based on overlap, computed CSS changes and geometric deltas; never present heuristic as proof.

## Integration
Read `.agents/ztx9-frame-space-device-lab/references/05-visual-root-cause.md` and execute its validation contract. Start by establishing baseline and technology versions; avoid forcing this Skill on unrelated routes or states. After integration, run browser/device tests applicable to this feature, compare evidence and provide the exact files changed.

## Completion criteria
Record screenshot/report or measurements, testing environment, pass/fail and unresolved issues. Preserve old skills and functions. The mere existence of this SKILL.md is not evidence of implementation.

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