# What the ClawHub downloads dashboard actually proves

> Day 3 of the AI Agent Field Notes traffic experiment.

Format: Proof Dashboard
Target reader: Hiring managers and founders evaluating public marketplace traction.
Primary channel: LinkedIn
Secondary channel: X
Canonical URL: https://zack-dev-cm.github.io/docs/field-notes/clawhub-downloads-dashboard-explained.md

## Reader Win
A practical distinction between listing downloads, users, stars, versions, and adoption claims.

## Evidence To Use
Tracked ClawHub rows, versions, stars, and checkedAt dates.

## Thumbnail Direction
Real dashboard crop with callouts for downloads, versions, stars, and checked date.

## Writer Brief
State what the numbers prove and what they do not prove. Avoid user-count language.

## Call To Action
Open the ClawHub tracker

## Public-Surface Rules
- Use real screenshots, generated public files, or dated public marketplace data as evidence.
- Do not include credentials, private account identifiers, unpublished analytics, or client-specific operational details.
- Treat marketplace downloads as listing-download evidence, not user-count proof.