Token Burn

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

today · in flight
0 active
13 sessions · spend 0 · Claude Code 0
by project: <home> 0
top session 11b81bd2 (<home>, 0, —)
2026-08-25
as of 2026-08-25T12:55:13Z
Stupid button · 23m ago · gemma4:e4b · 3794t in / 912t out · 125.6s

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 <home> project shows 908K waste_active_h, but its acceptance_ratio is 0.0 because it is unmeasurable — ran outside any git repo, so 0.0 is the meter failing to see the work, not a judgement on it.

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Measurability caveat (generated, not model-authored): <home> (908K) 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
5.4M accepted
unsettled 6.0M · acceptance 43%
spend 340.5M · 161 sessions · Claude Code 12.5M / Codex 0
Last 30 days
8.7M accepted
unsettled 175.2M · acceptance 4%
spend 9.06B · 686 sessions · Claude Code 147.0M / Codex 65.2M
Last 90 days
8.7M accepted
unsettled 287.7M · acceptance 3%
spend 11.85B · 803 sessions · Claude Code 210.3M / Codex 114.3M

Daily heatmap — last 60 days

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

LessMore· log-scale, exact lane
34.5M on 07-28

Top 10 days

DateActiveSpend SessionsTop projectOutcomes
2026-07-2834.5M1.78B47<home> (29.6M)?=50
2026-08-0124.5M1.57B10payday (6.1M)?=20
2026-07-1623.3M797.0M24<home> (16.3M)?=27
2026-07-3123.1M2.10B9payday (8.1M)?=34
2026-08-1822.3M554.5M38<home> (21.6M)no_repo=38 · accepted=5 · PRs #27
2026-07-3019.4M645.3M26payday (16.5M)?=31
2026-07-2118.3M337.5M2<home> (9.1M)?=4
2026-08-0616.5M592.1M51<home> (12.0M)?=58
2026-07-2911.2M118.2M25payday (10.8M)?=27
2026-07-2410.3M401.9M2las (5.9M)?=4

By project — last 7 days

ProjectActive 
pal4.3M
mainstay-av3.8M
pal/dashboards1.6M
las1.5M
<home>908K
pal/templari145K
memory87K
Downloads83K
.claude60K
templari27K
hooks25K
dreamweaver25K

By outcome — last 7 days

accepted 6 #32 (MERGED), #16 (MERGED)
open_loop 15
no_repo 165

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
pal4.6M51%
pal/dashboards1.7M100%
las1.4M59%
memory606K39%
pal/templari427K98%
mainstay-av00%

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

ProjectAcceptedRatioMix
<home>00%
payday00%
dreamweaver00%
panacea-ai00%
mainstay-av00%
pal/placeholders00%

Needs validation — last 14 days (22 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
2026-08-12dreamweaverd476d9026.5Mopen_loop.../dreamweaver/.worktrees/deploy-main
2026-08-14dreamweaverd476d9022.2Mopen_loop.../dreamweaver/.worktrees/deploy-main
2026-08-24mainstay-av5af22ad71.8Mopen_loop.../mainstay-av/docs/entity
2026-08-22mainstay-av5af22ad71.8Mopen_loop.../mainstay-av/docs/entity
2026-08-21pal5af22ad71.4Mopen_loop.../pal
2026-08-12pal/placeholdersd476d9021.2Mopen_loop.../pal/placeholders
2026-08-20pal5af22ad7476Kopen_loop.../pal
2026-08-17pal83ba2858388Kopen_loop.../pal
2026-08-21mainstay-av5af22ad7233Kopen_loop.../mainstay-av/docs/entity
2026-08-24lasd33e7f08146Kopen_loop.../las
2026-08-23pald33e7f0868Kopen_loop.../pal
2026-08-16panacea-ai83ba285853Kopen_loop.../panacea-ai
2026-08-16dreamweaver83ba285841Kopen_loop.../dreamweaver
2026-08-24mainstay-avd33e7f0828Kopen_loop.../mainstay-av/apps/worker
2026-08-24pald33e7f0827Kopen_loop.../pal
2026-08-24templarid33e7f0827Kopen_loop.../templari
2026-08-19dreamweaver5af22ad725Kopen_loop.../dreamweaver
2026-08-23memoryd33e7f0823Kopen_loop/home/khoward/.claude/projects/-home-khoward/memory
2026-08-23pal/memoryd33e7f0814Kopen_loop.../pal/memory
2026-08-23pal/templarid33e7f0811Kopen_loop.../pal/templari
2026-08-15memory83ba28586Kopen_loop/home/khoward/.claude/projects/-home-khoward/memory
2026-08-23ideasd33e7f082Kopen_loop/home/khoward/ideas

Recent events — last 30 rows

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

DateToolProjectSessionActiveOutputOutcome
2026-08-25CC<home>11b81bd200no_repo
2026-08-25CC<home>131110fe00no_repo
2026-08-25CC<home>2164c7eb00no_repo
2026-08-25CC<home>350f40dd00no_repo
2026-08-25CC<home>465bdede00no_repo
2026-08-25CC<home>51cfccb900no_repo
2026-08-25CC<home>5cd292f400no_repo
2026-08-25CC<home>768a548e00no_repo
2026-08-25CC<home>7f0f137400no_repo
2026-08-25CC<home>892256bd00no_repo
2026-08-25CC<home>8ba6792300no_repo
2026-08-25CC<home>9c62250200no_repo
2026-08-24CCmainstay-av5af22ad71.8M21Kopen_loop
2026-08-24CC<home>d33e7f08580K44Kno_repo
2026-08-24CClasd33e7f08146K58Kopen_loop
2026-08-24CCDownloads5af22ad783K21Kno_repo
2026-08-24CCmainstay-avd33e7f0828K9Kopen_loop
2026-08-24CCpald33e7f0827K14Kopen_loop
2026-08-24CCtemplarid33e7f0827K12Kopen_loop
2026-08-24CC<home>0a4d300600no_repo
2026-08-24CC<home>0ee5ba5f00no_repo
2026-08-24CC<home>10b51d5900no_repo
2026-08-24CC<home>1e7fe95600no_repo
2026-08-24CC<home>1fa95ef300no_repo
2026-08-24CC<home>239d01b400no_repo
2026-08-24CC<home>266674d600no_repo
2026-08-24CC<home>2c07744700no_repo
2026-08-24CC<home>2c743bf200no_repo
2026-08-24CC<home>3c96e90c00no_repo
2026-08-24CC<home>490e2bc700no_repo

Generated 2026-08-25 12:55 UTC from ~/ideas/pal/dashboards/token_burn.jsonl (993 rows). Sources: ~/.codex/sessions/ (exact), ~/.claude/projects/-home-khoward/ (exact). No estimate lane currently active.