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Token Ledger

Cache hit, leak kinds, difficulty, analogue USD. 40/40/20 run-budget analogue as of 8.4.7 — not a public SLA.

Prefix cache, retry-spiral / verbose-log / zombie-cron detectors. Atlas CHECK lite + fan-in hold. Models advise; gates decide.

Renamed from “$50k loop / token anatomy infographic”. token-economy.ts.

Tokens

11

Difficulty

easy

Winner

TUCE DSPy

USD analogue

0.135

Cache hit · recommended builtin · Easy turn — 80% of turns do not need the best model

Pack

40/40/20+reserve

Supervisor tok

158

Workers tok

158

Merge + reserve

79+44

Live engine pack as of 8.4.7 — not a historical SLA, not a public 20-second claim.

Atlas CHECK flag · Thin evidence analogue — FLAG unless a tool retrieves

Fan-in HOLD · Incomplete fan-in — missing 3 field(s). Promotion held.

  • verbose_logging · med

    Verbose logs appear inside model context

    Keep logs in observability plane, not in the prompt

All tools·Start console