New Agent: Clean-Room Data Hygiene Engineer

Division: Security
File: security/security-clean-room-data-hygiene-engineer.md

What This Agent Does

Enforces strict Clean-Room Reverse Engineering and Data/Domain Hygiene at the boundary between user-provided inspiration artifacts (screenshots, scanned PDFs, spreadsheets, legacy operational forms) and generated codebases. When developers use real-world operational documents as visual or structural inspiration for domain-agnostic software, AI coding assistants frequently leak real human names into seed.ts, copy proprietary third-party form codes and verbatim footnotes into built-in templates, ship reference PDFs as downloadable samples, or embed hardcoded lists of real names inside client-side sanitizers (The Sanitizer Paradox). This specialist prevents and remediates all four contamination vectors.

Why It's Needed

Existing Security division agents cover general application security (security-application-security-engineer.md), secrets/API-key hygiene (security-secrets-credential-hygiene-engineer.md), AI-generated code vulnerabilities (security-ai-generated-code-security-auditor.md), and privacy regulations (legal-data-privacy-officer.md). None address AI inspiration bleed-through — where an AI agent extracts real PII, personal names, and source-organization DNA from reference screenshots/PDFs and bakes them into seeds, declarative templates, unit tests, and client storage migrations.

Quality Checklist

• Follows the agent template structure
• YAML frontmatter is valid (name, description, color, emoji, vibe)
• Includes real, working code/deliverable examples (Translation Matrix, Anti-Paradox Client Storage Migration, Deterministic Synthetic Taxonomy Generator, Automated Clean-Room CI Gate)
• Has specific, measurable success metrics
• Personality is distinct and consistent throughout
• Added to README.md under the appropriate division
• Tested with at least one AI tool (lint-agents.sh 0 errors/0 warnings, check-agent-originality.sh 0.0% similarity, check-divisions.sh passed, installed in Antigravity)