sessions at/under your median tokens/accepted-diff — this run is 10,250,000 tokens under
△ skipped on 6 multi-file sessions → ~2.1 avoidable rework loops ≈ 35,000,000 tokens/mo
△ 2 sessions/wk need 3+ clarifying loops — add done-conditions
✓ top quartile — your cache reuse saves ~15,500,000 tokens/mo vs cohort median
△ 9-loop session on auth spike — plan-mode restart suggested
✓ edge-case test diffs added before the fix in 2 sessions — MEASURED from diff telemetry
△ 1 accepted diff this week had no verify event between diff and accept
△ 1 accepted diff re-edited in later sessions on the same files within 3 days
The same loop graded at hiring — measured continuously, on real work. Faking a signal costs real work to fake and leaves detectable signatures.
what your manager sees · Accountability-focused
Accountability-focused: your named card — checks, token usage, and sessions — is visible to your manager.
Invariant in every mode: you always see more of your own data than anyone above you.
Compiled 07:30 from 1,204 sessions · quota weight table v3 (May 12) · measured vs proxy tagged · Accountability-focused