Personal project allocation

Attention and agent-resource signals · 14d window since 2026-08-18, unless labeled otherwise.

29 projects · 2,230 paired responses · 8,003 MTok · 97% sub-agent output

Workflow intensity × tokens

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

101001,0001101001,00010,000 Trading competition · intensity 3,291 · tokens 445 MTok · compute skew 1.87×Wakterm.org · intensity 1,891 · tokens 224 MTok · compute skew 1.66×UFOpedia.fyi · intensity 1,412 · tokens 74.03 MTok · compute skew 0.74×Personal Project Tracking · intensity 1,410 · tokens 37.09 MTok · compute skew 0.37×FreeTranscribe.org · intensity 1,039 · tokens 55.70 MTok · compute skew 0.76×Panetone · intensity 1,003 · tokens 41.20 MTok · compute skew 0.58×Zola · intensity 765 · tokens 38.89 MTok · compute skew 0.72×Autoresearch speedrun · intensity 509 · tokens 6,905 MTok · compute skew 194.23×gitrep.fyi · intensity 467 · tokens 18.86 MTok · compute skew 0.58×Agent Orchestration Process · intensity 354 · tokens 21.35 MTok · compute skew 0.87×Codex · intensity 318 · tokens 24.43 MTok · compute skew 1.11×Options market-making research · intensity 305 · tokens 12.70 MTok · compute skew 0.60×Sycophant Bench · intensity 264 · tokens 12.61 MTok · compute skew 0.69×GPU price tracker · intensity 229 · tokens 7.77 MTok · compute skew 0.49×MihaiCosma.com · intensity 223 · tokens 6.32 MTok · compute skew 0.41×Refined GitHub · intensity 192 · tokens 5.61 MTok · compute skew 0.42×GitHub activity tool · intensity 173 · tokens 3.33 MTok · compute skew 0.28×Parsync · intensity 153 · tokens 26.31 MTok · compute skew 2.51×Debate groupchat · intensity 142 · tokens 4.44 MTok · compute skew 0.46×Popcharts · intensity 108 · tokens 3.57 MTok · compute skew 0.49×Infobase · intensity 102 · tokens 16.64 MTok · compute skew 2.39×Clanker analytics · intensity 98.3 · tokens 7.60 MTok · compute skew 1.14×Personal scripts · intensity 53.4 · tokens 2.87 MTok · compute skew 0.80×YTubic · intensity 32.1 · tokens 1.79 MTok · compute skew 0.84×Business opportunity evaluator · intensity 24.8 · tokens 2.59 MTok · compute skew 1.58×Automated video creation · intensity 11.6 · tokens 1.77 MTok · compute skew 2.33×Cheap food optimizer · intensity 6.5 · tokens 0.33 MTok · compute skew 0.78×Autoresearch · intensity 6.5 · tokens 0.41 MTok · compute skew 0.99×ASR GPU inference optimization · intensity 3.9 · tokens 0.29 MTok · compute skew 1.18× ↖ 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.
Trading competition 166 1.5m 3,291 18.1%0.0% 445 1.87× 55% 55%
Wakterm.org 340 1.8m 1,891 10.4%0.0% 224 1.66× 0% 0%
UFOpedia.fyi 120 2.5m 1,412 7.8%9.1% 74.03 0.74× 72% 72%
Personal Project Tracking 290 1.7m 1,410 7.8%33.0% 37.09 0.37× 0% 0%
FreeTranscribe.org 195 2.4m 1,039 5.7%8.0% 55.70 0.76× 0% 0%
Panetone 153 3.0m 1,003 5.5%1.0% 41.20 0.58× 0% 0%
Zola 229 2.3m 765 4.2%2.0% 38.89 0.72× 0% 0%
Autoresearch speedrun 43 1.7m 509 2.8%0.0% 6,905 194.23× 100% 100%
gitrep.fyi 60 1.8m 467 2.6%3.2% 18.86 0.58× 0% 0%
Agent Orchestration Process 85 2.7m 354 1.9%0.0% 21.35 0.87× 13% 12%
Codex 44 2.5m 318 1.7%0.0% 24.43 1.11× 0% 0%
Options market-making research 67 2.7m 305 1.7%0.0% 12.70 0.60× 0% 0%
Sycophant Bench 63 1.8m 264 1.4%0.0% 12.61 0.69× 16% 16%
GPU price tracker 56 1.3m 229 1.3%0.0% 7.77 0.49× 0% 0%
MihaiCosma.com 53 2.8m 223 1.2%0.1% 6.32 0.41× 0% 0%
Refined GitHub 48 1.9m 192 1.1%0.0% 5.61 0.42× 0% 0%
GitHub activity tool 27 1.3m 173 0.9%0.0% 3.33 0.28× 0% 0%
Parsync 29 2.1m 153 0.8%0.0% 26.31 2.51× 0% 0%
Debate groupchat 26 1.5m 142 0.8%0.0% 4.44 0.46× 0% 0%
Popcharts 12 1.0m 108 0.6%8.2% 3.57 0.49× 0% 0%
Infobase 27 5.4m 102 0.6%1.0% 16.64 2.39× 0% 0%
Clanker analytics 43 5.1m 98.3 0.5%0.0% 7.60 1.14× 0% 0%
Personal scripts 24 5.3m 53.4 0.3%0.0% 2.87 0.80× 0% 0%
YTubic 11 2.3m 32.1 0.2%0.0% 1.79 0.84× 0% 0%
Business opportunity evaluator 5 2.9m 24.8 0.1%0.0% 2.59 1.58× 0% 0%
Automated video creation 5 27s 11.6 0.1%0.0% 1.77 2.33× 0% 0%
Cheap food optimizer 4 1.4m 6.5 0.0%0.0% 0.33 0.78× 0% 0%
Autoresearch 4 3.2m 6.5 0.0%0.0% 0.41 0.99× 0% 0%
ASR GPU inference optimization 1 26s 3.9 0.0%0.0% 0.29 1.18× 0% 0%