Mariohead v0.4.4 · Universal AI Route Tracker
Mariohead turns AI provenance into a playable research pattern.
Three views
Playback: face-state emotion playback.
Tracker: rows for step, state, action, source/evidence, confidence.
JSON: full audit/provenance trail.
Tracker grammar
STEP | STATE | ACTION | SOURCE/EVIDENCE | CONF
Loop notation
[ovvv-o → q-vvv-p → n-vvv-n → 0-vvv-0] × 2
Multiple research/validation passes become visible as pattern loops.
Integrity principle
Emotes show the route. Tracker rows show structure. Sources and JSON carry the evidence.