Token Burn

Burn is not proof. Output is not victory. Accepted work that repeats is leverage.

today · in flight
223K active
7 sessions · spend 415K · Claude Code 223K
by project: <home> 223K
top session 455607dd (<home>, 32K, —)
2026-10-01
as of 2026-10-01T13:00:01Z
Stupid button · 28m ago · gemma4:e4b · 1838t in / 220t out · 10.5s

Trend vs last week

What worked

No projects in the projects list show any accepted token burn.

What wasted tokens

Why the big number is big

No agent fan-out this window.

What needs a verdict

Queue empty — no unsettled sessions in window.

One contrarian observation

The <home> project has 45 sessions, generating 1.6M in waste tokens, despite having a 0.0 acceptance ratio.

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Measurability caveat (generated, not model-authored): <home> (1.6M) ran outside any git repo. There is no diff to credit, so a 0.0 acceptance ratio there is the meter failing to see the work — not a judgement on it. Only ratios on measurable: true projects are verdicts.

Rollups — acceptance lane

Headline is accepted tokens (active lane, manual label wins over git auto-classification). Unsettled = committed-not-merged + open-loop. "Active" excludes cache replay; "spend" includes it.

Last 7 days
0 accepted
unsettled 0 · acceptance 0%
spend 2.8M · 45 sessions · Claude Code 1.6M
Last 30 days
0 accepted
unsettled 25.4M · acceptance 0%
spend 382.4M · 614 sessions · Claude Code 29.0M / Codex 3.9M
Last 90 days
0 accepted
unsettled 135.4M · acceptance 0%
spend 3.71B · 742 sessions · Codex 87.6M / Claude Code 55.4M

Daily heatmap — last 60 days

Each cell = one UTC day, color intensity = log10(active tokens). Hover for date + counts.

LessMore· log-scale, exact lane
21.2M on 08-18

Top 10 days

DateActiveSpend SessionsTop projectOutcomes
2026-07-2829.1M1.09B22<home> (29.1M)?=22
2026-08-1821.2M527.5M12<home> (21.0M)?=14
2026-07-1615.7M522.1M23<home> (15.7M)?=23
2026-08-0611.1M362.9M27<home> (11.1M)?=27
2026-08-315.9M144.8M10las (5.8M)?=13
2026-09-085.1M47.8M28las (4.0M)?=28
2026-08-294.5M158.4M6las (1.7M)?=7
2026-08-304.2M72.4M1las (4.2M)?=1
2026-09-044.1M90.1M29las (2.3M)?=33
2026-09-113.9M69.9M30las (3.0M)?=30

By project — last 7 days

ProjectActive 
<home>1.6M

By outcome — last 7 days

no_repo 45

Effectiveness — last 30 days

Where delegated work shipped (top) vs. where high burn never crossed an acceptance line (bottom). Bars: accepted · unsettled · waste. Normalized to the widest project in window.

Leverage — most accepted

ProjectAcceptedRatioMix
pal00%
las00%
memory00%
mainstay-av00%
<home>00%

Waste candidates — lowest acceptance ratio (≥100K active)

ProjectAcceptedRatioMix
las00%
<home>00%
pal00%
memory00%

Needs validation — last 14 days (2 unsettled)

Sessions where auto-classification couldn't tell shipped work from waste. Highest-burn first. Manually label these with `label: "used"|"partial"|"redo"|"review"|"not_useful"` in token_burn.jsonl to override the auto verdict.

DateProjectSessionActiveAutocwd
2026-09-23pal01a0cd8d479Kopen_loop.../pal
2026-09-23pal01a07347159Kopen_loop.../pal

Recent events — last 30 rows

Latest enriched rows from the JSONL (sorted by date desc, active desc as tiebreaker). M = manually labeled.

DateToolProjectSessionActiveOutputOutcome
2026-10-01CC<home>455607dd32K982no_repo
2026-10-01CC<home>3778305c32K852no_repo
2026-10-01CC<home>a7efc16a32K822no_repo
2026-10-01CC<home>417e79bb32K730no_repo
2026-10-01CC<home>749982a332K674no_repo
2026-10-01CC<home>3c7bc97032K578no_repo
2026-09-26CC<home>3ef4a14436K944no_repo
2026-09-26CC<home>25de6a5c36K906no_repo
2026-09-26CC<home>0721144936K890no_repo
2026-09-26CC<home>a7a1f15036K820no_repo
2026-09-26CC<home>579e684036K798no_repo
2026-09-26CC<home>cdf07fbc36K694no_repo
2026-09-26CC<home>25ec45ee36K682no_repo
2026-09-26CC<home>5064bd8f36K670no_repo
2026-09-26CC<home>cbd8769036K664no_repo
2026-09-26CC<home>4a61705236K644no_repo
2026-09-26CC<home>419b8f7736K606no_repo
2026-09-26CC<home>b7f2127c36K574no_repo
2026-09-26CC<home>31b2286036K506no_repo
2026-09-26CC<home>3add83e136K488no_repo
2026-09-26CC<home>8fc5961436K840no_repo
2026-09-25CC<home>717b899136K1Kno_repo
2026-09-25CC<home>67710a0936K1Kno_repo
2026-09-25CC<home>d3f6dc6536K1Kno_repo
2026-09-25CC<home>6de5f7aa36K1Kno_repo
2026-09-25CC<home>5b98672d36K914no_repo
2026-09-25CC<home>27e8373436K1Kno_repo
2026-09-25CC<home>b94c0ad636K836no_repo
2026-09-25CC<home>02de319636K812no_repo
2026-09-25CC<home>7b52297f36K852no_repo

Generated 2026-10-01 13:00 UTC from ~/ideas/pal/dashboards/token_burn.jsonl (811 rows). Sources: ~/.codex/sessions/ (exact), ~/.claude/projects/-home-khoward/ (exact). No estimate lane currently active.