Security audit
Security checks for vulnerabilities and agentic risk
This skill is a disclosed e-commerce ad diagnostics guide with no code, persistence, credential handling, or automatic actions.
Installers should treat this as an advisory diagnostic framework. If using it with tools that can change ad bids, targeting, listings, or campaign settings, require explicit user approval before applying those business-impacting changes.
This markdown file contains core operational guidance in both English and Chinese, such as the funnel stages and many recommended actions, but it does not state that the skill is intended specifically for Chinese-speaking users or offer an opt-in language choice. That can violate language/locale policy expectations because users may be forced into a language they did not select.
Skill enables autonomous high-impact decisions without human-in-the-loop verification. Critical operations (destructive commands, financial transactions, data deletion) should require explicit user confirmation.
## Cross-Metric Validation Framework
### Primary Validation Chains
1. **CTR + CVR together** — never evaluate conversion rate without checking traffic quality
2. **库存 + 转化率** — always verify stock availability before diagnosing conversion issues
3. **曝光量 + CTR** — ensure sufficient impression volume before concluding targeting failure
4. **加购率 + 转化率** — distinguish detail page issues from checkout/system issues
No suspicious patterns detected.