GitHub stars · live
20
Public repository signal
GitHub source ↗Public impact ledger · source-backed
Impact is a change
someone else can inspect.
This page records reach, methodological objections, and product changes without converting attention into a claim of adoption.
Measurement rule
Views measure reach. A review is counted only when a real person submits a substantive challenge.
GitHub forks · live
3
Independent repository copies
GitHub source ↗Public releases
2
v1 history + v2 Decision Lab
GitHub source ↗10
Repository views
8 unique visitors
GitHub TrafficJul 30–Aug 12, 2026
95
Repository clones
48 unique cloners
GitHub TrafficJul 30–Aug 12, 2026
0
Independent challenges
Challenge opened Aug 13
Discussion #8All time
0
Feedback-led changes
No external change claimed yet
Review ledgerAll time
Open falsification challenge
Do not endorse the product. Try to break its reasoning.
Complete one research loop and identify the first assumption you would challenge. Every substantive response receives a public disposition.
Enter the challenge ↗01
Submit
A real participant completes one loop and names one assumption.
02
Triage
The challenge is accepted, queued, rejected with reasons, or marked duplicate.
03
Test
A product change or experiment receives an inspectable record.
04
Publish
The outcome is linked here without rewriting the original objection.
Independent review log
No external review is claimed before it exists.
The public ledger begins at zero. Future entries must link to the original challenge, response, disposition, and resulting change.