Personal project allocation

Attention and agent-resource signals · 14d window since 2026-08-14, unless labeled otherwise.

30 projects · 2,420 paired responses · 1,142 MTok · 37% sub-agent output

Workflow intensity × tokens

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

101001,000110100 Wakterm.org · intensity 2,518 · tokens 248 MTok · compute skew 1.90×Trading competition · intensity 2,444 · tokens 344 MTok · compute skew 2.71×UFOpedia.fyi · intensity 2,116 · tokens 85.10 MTok · compute skew 0.76×Panetone · intensity 1,570 · tokens 77.62 MTok · compute skew 0.92×Personal Project Tracking · intensity 1,096 · tokens 28.63 MTok · compute skew 0.47×Zola · intensity 1,090 · tokens 72.95 MTok · compute skew 1.20×Agent Orchestration Process · intensity 787 · tokens 31.24 MTok · compute skew 0.69×FreeTranscribe.org · intensity 710 · tokens 34.48 MTok · compute skew 0.84×Codex · intensity 636 · tokens 32.26 MTok · compute skew 0.87×Sycophant Bench · intensity 533 · tokens 52.97 MTok · compute skew 1.67×MihaiCosma.com · intensity 284 · tokens 12.67 MTok · compute skew 0.71×Options market-making research · intensity 275 · tokens 11.79 MTok · compute skew 0.68×Autoresearch speedrun · intensity 257 · tokens 15.09 MTok · compute skew 0.93×Refined GitHub · intensity 192 · tokens 5.61 MTok · compute skew 0.45×Clanker analytics · intensity 185 · tokens 12.18 MTok · compute skew 1.01×GitHub activity tool · intensity 173 · tokens 3.33 MTok · compute skew 0.29×Infobase · intensity 112 · tokens 15.48 MTok · compute skew 2.03×Debate groupchat · intensity 75.6 · tokens 4.50 MTok · compute skew 0.84×Business opportunity evaluator · intensity 70.7 · tokens 4.05 MTok · compute skew 0.81×Parsync · intensity 70.3 · tokens 24.60 MTok · compute skew 4.92×Autoresearch · intensity 65.7 · tokens 3.62 MTok · compute skew 0.77×Personal scripts · intensity 53.4 · tokens 2.87 MTok · compute skew 0.74×Automated video creation · intensity 36.5 · tokens 2.95 MTok · compute skew 1.07×YTubic · intensity 32.1 · tokens 1.79 MTok · compute skew 0.73×GPU price tracker · intensity 31.3 · tokens 4.47 MTok · compute skew 1.87×Codex CLI Usage · intensity 27.6 · tokens 5.23 MTok · compute skew 2.45×gitrep.fyi · intensity 24.5 · tokens 1.57 MTok · compute skew 0.82×NikoRun app · intensity 17.9 · tokens 2.62 MTok · compute skew 1.82×Cheap food optimizer · intensity 6.5 · tokens 0.33 MTok · compute skew 0.58×ASR GPU inference optimization · intensity 3.9 · tokens 0.29 MTok · compute skew 0.82× ↖ more compute-led more attention-led ↘ Workflow intensity Tokens (MTok) log-log fit · ρ 0.92

Projects

Metrics use the 14d window unless labeled otherwise.

Project Attention Agent resources Automation
ResponsesInteractive Codex task completions followed by your next message within one hour. LatencyMedian time from an AI task completion to your next message, excluding delays of one hour or more. IntensityTotal session time divided by median sub-hour response latency. 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.
Wakterm.org 432 1.8m 2,518 13.1%4.6% 248 1.90× 0% 0%
Trading competition 119 1.5m 2,444 12.7%18.6% 344 2.71× 68% 68%
UFOpedia.fyi 206 1.8m 2,116 11.0%5.3% 85.10 0.76× 65% 65%
Panetone 217 2.4m 1,570 8.2%2.1% 77.62 0.92× 8% 0%
Personal Project Tracking 221 1.8m 1,096 5.7%9.0% 28.63 0.47× 0% 0%
Zola 271 2.3m 1,090 5.7%0.0% 72.95 1.20× 0% 0%
Agent Orchestration Process 149 1.9m 787 4.1%6.1% 31.24 0.69× 2% 1%
FreeTranscribe.org 153 2.4m 710 3.7%12.0% 34.48 0.84× 0% 0%
Codex 60 1.5m 636 3.3%2.5% 32.26 0.87× 0% 0%
Sycophant Bench 93 1.8m 533 2.8%0.0% 52.97 1.67× 72% 72%
MihaiCosma.com 77 3.4m 284 1.5%0.0% 12.67 0.71× 0% 0%
Options market-making research 55 2.5m 275 1.4%4.6% 11.79 0.68× 0% 0%
Autoresearch speedrun 37 2.0m 257 1.3%4.0% 15.09 0.93× 5% 5%
Refined GitHub 48 1.9m 192 1.0%0.0% 5.61 0.45× 0% 0%
Clanker analytics 62 3.9m 185 1.0%0.0% 12.18 1.01× 0% 0%
GitHub activity tool 27 1.3m 173 0.9%0.0% 3.33 0.29× 0% 0%
Infobase 30 5.0m 112 0.6%0.2% 15.48 2.03× 0% 0%
Debate groupchat 15 2.5m 75.6 0.4%0.0% 4.50 0.84× 0% 0%
Business opportunity evaluator 9 1.4m 70.7 0.4%0.0% 4.05 0.81× 0% 0%
Parsync 16 3.9m 70.3 0.4%0.0% 24.60 4.92× 0% 0%
Autoresearch 23 2.2m 65.7 0.3%0.0% 3.62 0.77× 0% 0%
Personal scripts 24 5.3m 53.4 0.3%0.1% 2.87 0.74× 0% 0%
Automated video creation 8 32s 36.5 0.2%0.0% 2.95 1.07× 0% 0%
YTubic 11 2.3m 32.1 0.2%0.0% 1.79 0.73× 0% 0%
GPU price tracker 18 2.5m 31.3 0.2%0.0% 4.47 1.87× 0% 0%
Codex CLI Usage 19 8.7m 27.6 0.1%0.0% 5.23 2.45× 66% 0%
gitrep.fyi 9 1.5m 24.5 0.1%0.7% 1.57 0.82× 0% 0%
NikoRun app 6 5.9m 17.9 0.1%0.0% 2.62 1.82× 0% 0%
Cheap food optimizer 4 1.4m 6.5 0.0%0.2% 0.33 0.58× 0% 0%
ASR GPU inference optimization 1 26s 3.9 0.0%0.0% 0.29 0.82× 0% 0%