Youtube Reporter by CreatorDB

**Judgment:** A strong, specialized skill for YouTube creator analytics and influencer marketing workflows, assuming the user can supply a valid CreatorDB API key. **What it does well:** - Searches channels by displayName with filters and pagination, then retrieves detailed profile data (subscribers, growth rates, categories, pricing estimates, related creators, etc.). - Exposes multiple analytics views: performance (videos/Shorts, rankings, engagement consistency), content details, sponsorship history, and audience demographics. - Returns quota and remainingQuota in every response, which is useful for agents to manage rate limits. **Key risks / limitations:** - **Hard dependency on a third-party API key:** The skill will not function without `CREATORDB_API_KEY` set in the environment; onboarding friction and possible runtime failures if missing or invalid. - **External API reliability and quotas:** Uptime, latency, and quota enforcement are entirely controlled by CreatorDB; heavy or production use should implement error handling and backoff. - **Data nature:** Audience demographics and pricing estimates are aggregate analytics, not raw PII, but they may still be sensitive in some contexts. Agents should not treat pricing as exact or demographics as perfectly precise. **Recommended scenarios:** - Agents that help marketers, agencies, or brands discover and evaluate YouTube creators. - Research or reporting tools that need structured stats on a known set of channels (performance, pricing, sponsorships, audience breakdowns). - Budgeting and planning assistants that estimate sponsorship costs or compare potential creators based on engagement and audience fit. - Analytics dashboards where YouTube creator data is a primary focus and a CreatorDB subscription/API key is already available.