revenue-truth

What problem does it solve?

It prevents you from making incorrect claims about revenue, conversions, or funnel performance by forcing the agent to use live production billing telemetry instead of stale snapshots or internal planning docs.

Core Features & Use Cases

• Live revenue verification: Runs the canonical production billing summary pipeline before answering any question involving money, conversion, traffic, or “why we didn’t make X,” and uses the tool output as the only allowed source of truth.
• Credential-aware sourcing: Clearly reports whether it was able to fetch hosted billing data or had to use a local fallback due to missing keys, so answers don’t silently degrade.
• Attribution quality and gaps reporting: Includes channel telemetry quality and explicitly calls out what’s missing, reducing the risk of confident but wrong narratives in regulated or audit-heavy contexts.
• Use Case: When leadership asks for “today’s revenue” or “what drove conversions in the last 30 days,” the skill ensures the response is backed by the live billing endpoint output.

Quick Start

Run revenue-truth to fetch live ThumbGate billing summary output and base any money-related answer strictly on that output.