Token Burn

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

today · in flight
465K active
13 sessions · spend 821K · Claude Code 465K
by project: <home> 465K
top session 3ef4a144 (<home>, 36K, —)
2026-09-26
as of 2026-09-26T13:00:09Z
Stupid button · 28m ago · gemma4:e4b · 2274t in / 369t out · 63.3s

Trend vs last week

What worked

What wasted tokens

Why the big number is big

No agent fan-out this window.

What needs a verdict

One contrarian observation

The pal project has 637K in unsettled tokens, despite having 0.0 acceptance ratio, suggesting a significant commitment of unmerged work.

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Measurability caveat (generated, not model-authored): <home> (5.6M) 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 638K · acceptance 0%
spend 18.6M · 158 sessions · Claude Code 5.6M / Codex 638K
Last 30 days
0 accepted
unsettled 38.4M · acceptance 0%
spend 852.0M · 732 sessions · Claude Code 44.4M / Codex 5.3M
Last 90 days
0 accepted
unsettled 131.4M · acceptance 0%
spend 3.71B · 842 sessions · Codex 87.6M / Claude Code 55.1M

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
2026-08-315.9M144.8M26las (5.8M)?=29
2026-09-085.1M47.8M28las (4.0M)?=28
2026-08-294.5M158.4M30las (1.7M)?=31
2026-08-304.2M72.4M25las (4.2M)?=25
2026-09-044.1M90.1M29las (2.3M)?=33
2026-09-113.9M69.9M30las (3.0M)?=30

By project — last 7 days

ProjectActive 
<home>5.6M
pal638K

By outcome — last 7 days

open_loop 2
no_repo 156

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%
pal/templari00%
<home>00%

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

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

Needs validation — last 14 days (3 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
2026-09-16las4b15a9971.6Mcommitted · #21 (OPEN).../las/.worktrees/mvp
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
2026-09-26CC<home>3ef4a14436K944no_repo
2026-09-26CC<home>25de6a5c36K906no_repo
2026-09-26CC<home>a7a1f15036K820no_repo
2026-09-26CC<home>579e684036K798no_repo
2026-09-26CC<home>cdf07fbc36K694no_repo
2026-09-26CC<home>5064bd8f36K670no_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
2026-09-25CC<home>ad4c36d736K750no_repo
2026-09-25CC<home>5841c6de36K734no_repo
2026-09-25CC<home>72cdd35a36K834no_repo
2026-09-25CC<home>0acc926f36K830no_repo
2026-09-25CC<home>c486de9336K798no_repo
2026-09-25CC<home>0653e17236K796no_repo
2026-09-25CC<home>6125d59236K780no_repo
2026-09-25CC<home>b9d67cf136K766no_repo
2026-09-25CC<home>cb05371e36K746no_repo

Generated 2026-09-26 13:00 UTC from ~/ideas/pal/dashboards/token_burn.jsonl (911 rows). Sources: ~/.codex/sessions/ (exact), ~/.claude/projects/-home-khoward/ (exact). No estimate lane currently active.