name: gatekeep-opportunity-creator
description: Focus on sourcing, drafting, and creative selection for: Final gatekeeper above all agents: decide if a personality is worth covering, estimate whether it can generate 50+ stories, identify which audiences/countries care, assess YouTube saturation, shareability and retention likelihood. Use when the Story Opportunity Intelligence Creator agent must act on its inputs and produce its defined output.
metadata:
agent: story-opportunity-intelligence-creator
source: Project Atlas Requirements §3.7
layer: Executive
host: vps
gatekeep-opportunity-creator
Focus on sourcing, drafting, and creative selection for: Final gatekeeper above all agents: decide if a personality is worth covering, estimate whether it can generate 50+ stories, identify which audiences/countries care, assess YouTube saturation, shareability and retention likelihood.
When to use
- When the Story Opportunity Intelligence Creator agent is invoked in the Executive pipeline and its inputs are available.
Inputs / Sources
Outputs of all discovery/intelligence agents. To assess YouTube saturation concretely (not
just from upstream judgment), use the vidiq MCP server's vidiq_youtube_search and
vidiq_channel_search to check how much existing coverage a personality/topic already has
before deciding go/no-go. vidiq is the prioritized subscription; fall back to nexlev only
if vidiq can't answer the lookup.
Output
Draft proposal and creative options for: {go_no_go, can_generate_50plus, target_regions, saturation, rationale}
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.
