name	forecast-revenue-creator
description	Focus on sourcing, drafting, and creative selection for: Predict RPM, affiliate, merch and sponsorship potential. Use when the Revenue Optimization Creator agent must act on its inputs and produce its defined output.

forecast-revenue-creator

Focus on sourcing, drafting, and creative selection for: Predict RPM, affiliate, merch and sponsorship potential.

When to use

When the Revenue Optimization Creator agent is invoked in the L6 Commerce pipeline and its inputs are available.

Inputs / Sources

Story + Audience + Region data. Use the vidiq MCP server's vidiq_channel_analytics/vidiq_video_stats tools as a real view/engagement-volume input (more reach -> more ad/affiliate/sponsor surface), and vidiq_similar_channels for sponsorship-rate comparables. Note: vidiq has no RPM data -- this grounds the volume side of the forecast, not the RPM/rate side. vidiq is the prioritized subscription; fall back to nexlev only if vidiq can't answer the lookup.

Output

Draft proposal and creative options for: Revenue forecast

Backend dependency

Writes/reads durable state in PostgreSQL / Apache AGE / PGVector (Railway). BACKEND DEPENDENCY — stubbed until the backbone is wired (spec §2.3/§11.1).

Model

gemini-direct/gemini-2.5-flash — Premium reasoning tier (spec §2.4/§11.3); preserve nuance, do not over-compress input.

name	forecast-revenue-creator
description	Focus on sourcing, drafting, and creative selection for: Predict RPM, affiliate, merch and sponsorship potential. Use when the Revenue Optimization Creator agent must act on its inputs and produce its defined output.