The idea
Turn a large stream of open-source activity into a small, explainable weekly research shortlist.
The connection
Ranking is an editorial model, not an objective promise of return. The value is showing why a repository deserves attention, what evidence supports the recommendation and what still needs investigation.
System design
The following structure makes the project concept inspectable and defines the implementation to demonstrate.
What would prove it
Replay a weekly selection from a saved input snapshot. Check every factual claim against repository sources and explain the effect of changing the scoring weights.
The next complete milestone
Verify which activity signals are actually accessible before claiming clone-based rankings. Present commercial potential as a hypothesis and keep any estimated ROI separate from measured revenue or investment performance.
Project record
A weekly automated scanner that ranks the top five trending GitHub repositories by clone activity and estimated ROI potential, publishing its findings with AI-assisted research on each pick.
Source: the published APX project register, recovered 28 September 2026. This study explains the design direction and evaluation path; it is not a fresh audit of the product implementation.