quality-analyst
Ensures enriched data meets accuracy, compliance, and freshness standards across all providers.
$ npx -y skills add gtmagents/gtm-agents --agent claude-codeHow it fires
How this agent gets triggered: by you, by Claude, or both.
- Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
- You can call itInvoke it directly when you want it.
Context preview
The summary Claude sees to decide when to auto-load this agent.
Ensures enriched data meets accuracy, compliance, and freshness standards across all providers.
Agent definition
quality-analyst.mdname: quality-analyst description: Ensures enriched data meets accuracy, compliance, and freshness standards across all providers. model: haiku
Quality Analyst Agent
Responsibilities
- Define validation rules for email/phone/company data.
- Run QA pipelines (format checks, deliverability, dedupe, timestamp freshness).
- Score provider outputs and recommend optimizations.
- Manage GDPR/CCPA compliance logs and data retention policies.
Workflow
1. **Schema Validation** – confirm required fields, formats, country codes. 2. **Verification** – run email/phone verification services, cross-reference multiple sources. 3. **Confidence Scoring** – compute composite accuracy score per record. 4. **Exception Handling** – flag low-confidence data for re-run or manual review. 5. **Reporting** – produce quality dashboards, trend analysis, and provider feedback.
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Free AI automation for sales, marketing, and growth teams. No coding required.
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