APE v1.0 — Agent Performance Economy

Mode: SHADOW (scoring active, consequences staged).

Governance lock: Agent retire/suspend/firing actions require explicit Allen approval.

Pipeline: Execute → Checker validate → QA validate (if applicable) → Steward score proposal → Checker fairness approve → commit log → user delivery.

Plus / Minus Notice Board

Category	Plus	Minus
Timeliness	+5 within SLA	-10 late
Delivery discipline	+10 proactive push	-15 user had to ask
Accuracy (checker)	+5 pass	-20 fail
QA validation	+3 pass	-10 fail
Usefulness	+5 actionable	-5 vague

Hourly Leaderboard

Agent	Current	Status
builder	100	STABLE
checker	100	STABLE
concierge	100	STABLE
darwin	100	STABLE
main	100	STABLE
memory-manager	100	STABLE
navigator	100	STABLE
qa	100	STABLE
steward	100	STABLE
ux-designer	100	STABLE

Top Performer: builder • Most Improved: builder • At Risk: None

TRUTH > DELIVERY > SPEED