# Governance > Use to enforce approvals, compliance, and auditability for personalization Use when this capability is needed. - Skill: `tomevault-io/governance-2` (Agent Skill, multi-file: 2 files) - Install (CLI): `npx skillmds@latest add tomevault-io/governance-2` - Raw SKILL.md: https://api.skillmd.com/api/skills/tomevault-io/governance-2/raw - Safety review: pending (external: skill-scanner PASS, skillspector PASS) - Works with: Claude Code, Claude.ai, OpenAI Codex - Category: Marketing & Growth - Author: tomevault-io (https://skillmd.com/u/tomevault-io) - Updated: 2026-09-17 - Page: https://skillmd.com/skills/tomevault-io/governance-2 --- # Personalization Governance Skill ## When to Use - Deploying or updating personalization rules, models, or high-impact content variants. - Running quarterly audits on consent, data usage, or fairness metrics. - Investigating incidents related to personalization errors or policy breaches. ## Framework 1. **Policy Alignment** – document legal, privacy, accessibility, and ethical constraints per channel. 2. **Approval Workflow** – define RACI (architect, legal, security, marketing) and required evidence per change. 3. **Change Logging** – capture version metadata (who, what, when, why), including rollback steps. 4. **Risk Monitoring** – set KPIs + alerts for fairness, bias, consent violations, or performance regressions. 5. **Audit Trail** – maintain dashboards + storage for decision logs, approvals, and incident reports. ## Templates - Change request form (summary, impact, risk score, approvers, attachments). - Governance checklist (consent, accessibility, localization, security, QA evidence). - Incident review template (root cause, remediation, follow-up actions, owner). ## Tips - Pair governance checkpoints with CI/CD or deployment scripts to prevent bypass. - Use unique change IDs to connect decision tree updates with content variants and experiments. - Schedule quarterly tabletop exercises to keep stakeholders fluent in escalation paths. --- --- > Converted and distributed by [TomeVault](https://tomevault.io/claim/gtmagents) — claim your Tome and manage your conversions.