Project SHAME - Sustainable Human Accountability Metrics Engine

[mitchell_d00]

Na the Blackbox stuff is just on Medium and Philarchive
This is my newest project I shared here, it is a scanner that detects when recursion hits walls or is still doing work. It is just a prototype uses standard py libraries it’s python 3 Using an LLM to interpret four-dimensional runtime telemetry

Using an LLM to interpret four-dimensional runtime telemetry

I built a small Python prototype that converts runtime logs into four normalized signals: self-call ratio concurrency external admission rate recent-state diversity It then evaluates the direction of change between time steps against a fixed table of symbolic patterns. For example, rising concurrency combined with falling external admission is labeled as a possible bottleneck. I tested it on several synthetic traces. One early run produced a false positive because the entropy calculation com…