Personal project allocation

Attention and agent-resource signals · 14d window since 2026-09-26, unless labeled otherwise.

64 projects · 4,326 paired responses · 4,473 MTok · 35% sub-agent output

Workflow intensity × tokens

Each point is a project. Both axes use log scales; hover a point for exact values.

1101001,00010,000101001,000 Inquisition groupchat · intensity 31,405 · tokens 200 MTok · compute skew 1.08×Debate groupchat · intensity 10,623 · tokens 61.75 MTok · compute skew 0.47×Sycophant Bench · intensity 7,740 · tokens 117 MTok · compute skew 0.99×Clanker Mono · intensity 5,051 · tokens 15.77 MTok · compute skew 0.15×Automated reverse engineering · intensity 4,042 · tokens 1,108 MTok · compute skew 11.51×Panetone · intensity 3,771 · tokens 128 MTok · compute skew 1.36×Wakterm.org · intensity 3,584 · tokens 338 MTok · compute skew 3.65×MihaiCosma.com · intensity 3,223 · tokens 126 MTok · compute skew 1.40×Personal release management · intensity 2,780 · tokens 43.95 MTok · compute skew 0.51×Clanker analytics · intensity 2,400 · tokens 121 MTok · compute skew 1.48×gtube YouTube Music player · intensity 2,253 · tokens 232 MTok · compute skew 2.90×wsh · intensity 2,126 · tokens 134 MTok · compute skew 1.70×Bend benchmarks · intensity 1,768 · tokens 131 MTok · compute skew 1.77×Parsync · intensity 1,691 · tokens 1.89 MTok · compute skew 0.03×Concord matching recompiler · intensity 1,523 · tokens 92.06 MTok · compute skew 1.31×Polymarket research backtests · intensity 1,364 · tokens 123 MTok · compute skew 1.81×Personal Project Tracking · intensity 1,186 · tokens 50.63 MTok · compute skew 0.78×Agent Orchestration Process · intensity 701 · tokens 217 MTok · compute skew 3.93×FreeTranscribe.org · intensity 524 · tokens 19.23 MTok · compute skew 0.38×Search clanker history · intensity 519 · tokens 35.82 MTok · compute skew 0.72×Model prices · intensity 489 · tokens 136 MTok · compute skew 2.76×Warcraft III agent · intensity 455 · tokens 320 MTok · compute skew 6.66×gstream · intensity 421 · tokens 65.38 MTok · compute skew 1.39×Cheap food optimizer · intensity 362 · tokens 79.39 MTok · compute skew 1.78×Infobase · intensity 342 · tokens 26.69 MTok · compute skew 0.61×Document extraction utilities · intensity 334 · tokens 11.43 MTok · compute skew 0.26×Personal scripts · intensity 322 · tokens 66.28 MTok · compute skew 1.54×Aipocalypse.dev · intensity 305 · tokens 30.10 MTok · compute skew 0.71×UFOpedia.fyi · intensity 223 · tokens 27.33 MTok · compute skew 0.71×Hardware review · intensity 204 · tokens 3.79 MTok · compute skew 0.10×Git contributions · intensity 121 · tokens 21.12 MTok · compute skew 0.67×Harvest decompilation · intensity 84.4 · tokens 106 MTok · compute skew 3.79×Codex · intensity 53.2 · tokens 5.64 MTok · compute skew 0.23×llama.cpp fork · intensity 38.2 · tokens 4.97 MTok · compute skew 0.23×gitrep.fyi · intensity 34.8 · tokens 11.18 MTok · compute skew 0.53×Bend · intensity 14.6 · tokens 80.45 MTok · compute skew 5.00×Trading competition · intensity 5.1 · tokens 3.30 MTok · compute skew 0.29×Gesso · intensity 2.1 · tokens 70.62 MTok · compute skew 8.07× ↖ more compute-led more attention-led ↘ Workflow intensity Tokens (MTok) log-log fit · ρ 0.52

Projects

Metrics use the 14d window unless labeled otherwise.

Project Attention Agent resources Automation
ResponsesYour messages that followed a finished AI turn within one hour, in interactive Claude Code and Codex sessions. They include messages typed in a terminal or sent from a chat on any device, and exclude other chat members and messages from other agents. LatencyMedian time from a finished AI turn to your next message, excluding delays of one hour or more. IntensityActive session time divided by median sub-hour response latency. A session runs from your first message to the last finished AI turn and ends after an hour without a message from you. It rises with longer project sessions and faster supervision cadence. 14d shareShare of total workflow-intensity scores across all measured projects in the 14d reporting window, including private projects omitted from this table. This is a relative engagement index, not a share of clock time.1d shareShare of total workflow-intensity scores across all measured projects in the 1d comparison window, including private projects omitted from this table. Compare it with the main-window share to see where workflow focus has shifted. TokensMillions of total tokens after discounting cache-read tokens by 90%, matching Clanker's normalized resource measure. Compute skewActual normalized tokens divided by the tokens predicted from workflow intensity by the chart's log-log fit. Above 1× is compute-heavy; below 1× is workflow-heavy. Sub-agentsShare of AI output generated by sub-agents or headless executions. AOPShare of AI output generated with aop.
Inquisition groupchat 1,303 27s 31,405 28.7%48.9% 200 1.08× 2% 0%
Debate groupchat 294 44s 10,623 9.7%12.1% 61.75 0.47× 0% 0%
Sycophant Bench 61 2.4m 7,740 7.1%0.0% 117 0.99× 93% 79%
Clanker Mono 22 2.0m 5,051 4.6%1.6% 15.77 0.15× 0% 0%
Automated reverse engineering 434 2.9m 4,042 3.7%0.2% 1,108 11.51× 49% 0%
Panetone 117 1.7m 3,771 3.4%4.3% 128 1.36× 0% 0%
Wakterm.org 154 2.2m 3,584 3.3%1.2% 338 3.65× 0% 0%
MihaiCosma.com 43 60s 3,223 2.9%0.0% 126 1.40× 2% 0%
Personal release management 68 1.5m 2,780 2.5%16.2% 43.95 0.51× 0% 0%
Clanker analytics 165 2.0m 2,400 2.2%0.0% 121 1.48× 1% 0%
gtube YouTube Music player 206 1.7m 2,253 2.1%2.4% 232 2.90× 0% 0%
wsh 102 1.4m 2,126 1.9%0.3% 134 1.70× 0% 0%
Bend benchmarks 305 1.7m 1,768 1.6%0.3% 131 1.77× 0% 0%
Parsync 1 50s 1,691 1.5%0.0% 1.89 0.03× 0% 0%
Concord matching recompiler 80 1.8m 1,523 1.4%0.1% 92.06 1.31× 0% 0%
Polymarket research backtests 120 1.6m 1,364 1.2%2.1% 123 1.81× 0% 0%
Personal Project Tracking 153 1.8m 1,186 1.1%0.3% 50.63 0.78× 0% 0%
Agent Orchestration Process 21 11.3m 701 0.6%0.0% 217 3.93× 91% 91%
FreeTranscribe.org 34 4.6m 524 0.5%0.0% 19.23 0.38× 0% 0%
Search clanker history 92 1.4m 519 0.5%1.7% 35.82 0.72× 0% 0%
Model prices 38 1.1m 489 0.4%0.1% 136 2.76× 45% 45%
Warcraft III agent 47 3.4m 455 0.4%0.0% 320 6.66× 19% 0%
gstream 50 2.3m 421 0.4%0.9% 65.38 1.39× 0% 0%
Cheap food optimizer 58 1.9m 362 0.3%0.0% 79.39 1.78× 0% 0%
Infobase 66 2.6m 342 0.3%0.1% 26.69 0.61× 0% 0%
Document extraction utilities 3 12s 334 0.3%0.0% 11.43 0.26× 79% 79%
Personal scripts 67 1.1m 322 0.3%0.5% 66.28 1.54× 0% 0%
Aipocalypse.dev 32 5.6m 305 0.3%0.0% 30.10 0.71× 0% 0%
UFOpedia.fyi 29 4.3m 223 0.2%0.0% 27.33 0.71× 0% 0%
Hardware review 82 40s 204 0.2%0.7% 3.79 0.10× 0% 0%
Git contributions 18 2.0m 121 0.1%0.0% 21.12 0.67× 13% 13%
Harvest decompilation 15 5.8m 84.4 0.1%0.0% 106 3.79× 0% 0%
Codex 2 9.4m 53.2 0.0%0.0% 5.64 0.23× 0% 0%
llama.cpp fork 18 1.6m 38.2 0.0%0.0% 4.97 0.23× 0% 0%
gitrep.fyi 11 6.6m 34.8 0.0%0.0% 11.18 0.53× 0% 0%
Bend 8 1.5m 14.6 0.0%0.0% 80.45 5.00× 5% 0%
Trading competition 5 18.9m 5.1 0.0%0.0% 3.30 0.29× 0% 0%
Gesso 2 13.4m 2.1 0.0%0.0% 70.62 8.07× 0% 0%
Harvest oracle 0 n/a n/a 0.0%0.0% 27.37 n/a 0% 0%
rev.ng contributions 0 n/a n/a 0.0%0.0% 17.04 n/a 28% 0%
redvsblue.fyi 0 n/a n/a 0.0%0.0% 16.07 n/a 0% 0%
Autonomous Research Bench (ARB) 0 n/a n/a 0.0%0.0% 12.52 n/a 0% 0%
djev-spark 0 n/a n/a 0.0%0.0% 6.97 n/a 0% 0%
Crimsonland, rebuilt 0 n/a n/a 0.0%0.0% 6.34 n/a 0% 0%
Bend ML 0 n/a n/a 0.0%0.0% 5.64 n/a 0% 0%
YTubic 0 n/a n/a 0.0%0.0% 4.26 n/a 0% 0%
GitHub release actions 0 n/a n/a 0.0%0.0% 3.19 n/a 0% 0%
CCUsage 0 n/a n/a 0.0%0.0% 1.41 n/a 0% 0%
wakamex Zsh theme 0 n/a n/a 0.0%0.0% 1.39 n/a 0% 0%
Z.ai CLI Usage 0 n/a n/a 0.0%0.0% 1.37 n/a 0% 0%
Business opportunity evaluator 0 n/a n/a 0.0%0.0% 1.23 n/a 0% 0%
Polymarket collector 0 n/a n/a 0.0%0.0% 0.75 n/a 0% 0%
DeepSeek Harness 0 n/a n/a 0.0%0.0% 0.64 n/a 0% 0%
Zola 0 n/a n/a 0.0%0.0% 0.56 n/a 0% 0%
Agy Usage 0 n/a n/a 0.0%0.0% 0.44 n/a 0% 0%
MNK transfer-learning AI 0 n/a n/a 0.0%0.0% 0.42 n/a 0% 0%
Bend collections 0 n/a n/a 0.0%0.0% 0.36 n/a 0% 0%
MomoDrone 0 n/a n/a 0.0%0.0% 0.29 n/a 0% 0%
Tactics.md GPU AI 0 n/a n/a 0.0%0.0% 0.25 n/a 0% 0%
OpenCode 0 n/a n/a 0.0%0.0% 0.25 n/a 0% 0%
YouTube CLI uploader 0 n/a n/a 0.0%0.0% 0.24 n/a 0% 0%
Options market-making research 0 n/a n/a 0.0%0.0% 0.14 n/a 0% 0%
Hummingbot 0 n/a n/a 0.0%0.0% 0.12 n/a 0% 0%
Autoresearch 0 n/a n/a 0.0%0.0% 0.12 n/a 0% 0%