Personal project allocation

Attention and agent-resource signals · 14d window since 2026-10-12, unless labeled otherwise.

75 projects · 3,793 paired responses · 3,307 MTok · 4% sub-agent output

Workflow intensity × tokens

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

101001,00010,000100,000110100 Inquisition groupchat · intensity 55,507 · tokens 90.03 MTok · compute skew 0.49×Panetone · intensity 10,102 · tokens 93.74 MTok · compute skew 1.10×Debate groupchat · intensity 9,761 · tokens 72.17 MTok · compute skew 0.86×Personal release management · intensity 8,622 · tokens 37.60 MTok · compute skew 0.47×FreeTranscribe.org · intensity 8,532 · tokens 208 MTok · compute skew 2.64×wsh · intensity 5,496 · tokens 81.52 MTok · compute skew 1.26×Gesso · intensity 5,203 · tokens 110 MTok · compute skew 1.74×Warcraft III agent · intensity 4,917 · tokens 553 MTok · compute skew 8.99×Model prices · intensity 4,021 · tokens 96.98 MTok · compute skew 1.72×gh-pulse GitHub activity tool · intensity 3,804 · tokens 0.73 MTok · compute skew 0.01×gtube YouTube Music player · intensity 3,772 · tokens 11.85 MTok · compute skew 0.22×Aipocalypse.dev · intensity 3,718 · tokens 1.04 MTok · compute skew 0.02×Git contributions · intensity 3,604 · tokens 9.40 MTok · compute skew 0.18×Concord matching recompiler · intensity 3,539 · tokens 230 MTok · compute skew 4.32×Agent Orchestration Process · intensity 3,338 · tokens 110 MTok · compute skew 2.13×endchat · intensity 2,781 · tokens 52.82 MTok · compute skew 1.11×gitrep.fyi · intensity 2,669 · tokens 141 MTok · compute skew 3.02×Wakterm.org · intensity 2,667 · tokens 272 MTok · compute skew 5.81×clanker-usage · intensity 2,325 · tokens 52.51 MTok · compute skew 1.19×Personal scripts · intensity 2,315 · tokens 39.97 MTok · compute skew 0.91×agent-spec-sheet · intensity 2,086 · tokens 8.32 MTok · compute skew 0.20×bend-bench · intensity 2,029 · tokens 12.79 MTok · compute skew 0.31×Automated reverse engineering · intensity 1,394 · tokens 172 MTok · compute skew 4.92×Clanker analytics · intensity 1,048 · tokens 47.82 MTok · compute skew 1.55×Personal Project Tracking · intensity 818 · tokens 45.92 MTok · compute skew 1.67×Polymarket research backtests · intensity 659 · tokens 80.75 MTok · compute skew 3.23×UFOpedia.fyi · intensity 631 · tokens 49.94 MTok · compute skew 2.04×Infobase · intensity 585 · tokens 85.26 MTok · compute skew 3.60×Search clanker history · intensity 527 · tokens 20.68 MTok · compute skew 0.91×Crimsonland decomp · intensity 477 · tokens 78.00 MTok · compute skew 3.61×gstream · intensity 384 · tokens 5.89 MTok · compute skew 0.30×MihaiCosma.com · intensity 298 · tokens 70.13 MTok · compute skew 4.00×Hardware review · intensity 221 · tokens 9.58 MTok · compute skew 0.63×encode-score · intensity 214 · tokens 52.99 MTok · compute skew 3.51×Bend · intensity 178 · tokens 37.26 MTok · compute skew 2.68×groot · intensity 83.0 · tokens 29.23 MTok · compute skew 2.96×cutechess · intensity 46.8 · tokens 4.52 MTok · compute skew 0.59×DeepSeek Harness · intensity 32.9 · tokens 0.85 MTok · compute skew 0.13×Zola · intensity 23.3 · tokens 11.62 MTok · compute skew 2.08×vmaf · intensity 17.3 · tokens 2.82 MTok · compute skew 0.58×NikoRun app · intensity 3.4 · tokens 0.59 MTok · compute skew 0.25×Agy Usage · intensity 2.9 · tokens 1.98 MTok · compute skew 0.90×Trading competition · intensity 2.7 · tokens 2.16 MTok · compute skew 1.02× ↖ more compute-led more attention-led ↘ Workflow intensity Tokens (MTok) log-log fit · ρ 0.55

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 1,041 16s 55,507 24.2%25.8% 90.03 0.49× 0% 0%
Panetone 79 1.7m 10,102 4.4%6.2% 93.74 1.10× 0% 0%
Debate groupchat 548 33s 9,761 4.3%0.0% 72.17 0.86× 0% 0%
Personal release management 21 2.0m 8,622 3.8%0.0% 37.60 0.47× 0% 0%
FreeTranscribe.org 300 1.6m 8,532 3.7%1.8% 208 2.64× 0% 0%
wsh 59 2.7m 5,496 2.4%5.0% 81.52 1.26× 0% 0%
Gesso 41 2.9m 5,203 2.3%0.0% 110 1.74× 0% 0%
Warcraft III agent 244 2.5m 4,917 2.1%5.3% 553 8.99× 0% 0%
Model prices 37 4.4m 4,021 1.8%11.4% 96.98 1.72× 0% 0%
gh-pulse GitHub activity tool 3 2.6m 3,804 1.7%0.0% 0.73 0.01× 0% 0%
gtube YouTube Music player 18 1.3m 3,772 1.6%0.0% 11.85 0.22× 0% 0%
Aipocalypse.dev 1 2.9m 3,718 1.6%0.0% 1.04 0.02× 0% 0%
Git contributions 38 1.6m 3,604 1.6%0.0% 9.40 0.18× 0% 0%
Concord matching recompiler 78 4.1m 3,539 1.5%1.4% 230 4.32× 28% 28%
Agent Orchestration Process 66 2.8m 3,338 1.5%1.2% 110 2.13× 0% 0%
endchat 192 2.9m 2,781 1.2%0.1% 52.82 1.11× 0% 0%
gitrep.fyi 101 3.4m 2,669 1.2%3.5% 141 3.02× 0% 0%
Wakterm.org 122 4.0m 2,667 1.2%1.4% 272 5.81× 0% 0%
clanker-usage 39 3.7m 2,325 1.0%1.5% 52.51 1.19× 0% 0%
Personal scripts 32 47s 2,315 1.0%0.0% 39.97 0.91× 0% 0%
agent-spec-sheet 14 3.3m 2,086 0.9%2.1% 8.32 0.20× 0% 0%
bend-bench 20 8.7m 2,029 0.9%16.1% 12.79 0.31× 0% 0%
Automated reverse engineering 75 5.8m 1,394 0.6%2.5% 172 4.92× 0% 0%
Clanker analytics 14 15.3m 1,048 0.5%0.6% 47.82 1.55× 0% 0%
Personal Project Tracking 83 4.7m 818 0.4%0.8% 45.92 1.67× 40% 40%
Polymarket research backtests 139 2.5m 659 0.3%0.0% 80.75 3.23× 0% 0%
UFOpedia.fyi 31 3.0m 631 0.3%0.3% 49.94 2.04× 0% 0%
Infobase 57 5.3m 585 0.3%0.3% 85.26 3.60× 0% 0%
Search clanker history 17 8.8m 527 0.2%0.2% 20.68 0.91× 0% 0%
Crimsonland decomp 68 1.8m 477 0.2%0.0% 78.00 3.61× 0% 0%
gstream 11 50s 384 0.2%0.0% 5.89 0.30× 0% 0%
MihaiCosma.com 73 3.5m 298 0.1%0.2% 70.13 4.00× 0% 0%
Hardware review 27 56s 221 0.1%0.0% 9.58 0.63× 0% 0%
encode-score 9 2.0m 214 0.1%0.0% 52.99 3.51× 0% 0%
Bend 18 4.1m 178 0.1%0.0% 37.26 2.68× 0% 0%
groot 33 6.7m 83.0 0.0%0.0% 29.23 2.96× 0% 0%
cutechess 20 4.4m 46.8 0.0%0.0% 4.52 0.59× 0% 0%
DeepSeek Harness 5 1.6m 32.9 0.0%0.0% 0.85 0.13× 0% 0%
Zola 10 9.7m 23.3 0.0%0.1% 11.62 2.08× 0% 0%
vmaf 3 11.3m 17.3 0.0%0.0% 2.82 0.58× 0% 0%
NikoRun app 1 2.6m 3.4 0.0%0.0% 0.59 0.25× 0% 0%
Agy Usage 3 10.2m 2.9 0.0%0.0% 1.98 0.90× 0% 0%
Trading competition 2 25.3m 2.7 0.0%0.0% 2.16 1.02× 0% 0%
Harvest decompilation 0 n/a n/a 0.0%0.0% 77.81 n/a 0% 0%
Document extraction utilities 0 n/a n/a 0.0%0.0% 58.24 n/a 49% 49%
hearsay 0 n/a n/a 0.0%0.0% 20.75 n/a 0% 0%
Vellum 0 n/a n/a 0.0%0.0% 13.07 n/a 0% 0%
litefin 0 n/a n/a 0.0%0.0% 8.08 n/a 0% 0%
AntennaPod 0 n/a n/a 0.0%0.0% 6.38 n/a 0% 0%
llama.cpp fork 0 n/a n/a 0.0%0.0% 4.25 n/a 0% 0%
freetranscribe 0 n/a n/a 0.0%0.0% 3.99 n/a 0% 0%
Cheap food optimizer 0 n/a n/a 0.0%0.0% 2.94 n/a 0% 0%
Autoresearch 0 n/a n/a 0.0%0.0% 2.81 n/a 0% 0%
GitHub release actions 0 n/a n/a 0.0%0.0% 2.23 n/a 0% 0%
redvsblue.fyi 0 n/a n/a 0.0%0.0% 1.15 n/a 0% 0%
BendTorch 0 n/a n/a 0.0%0.0% 0.96 n/a 0% 0%
readability 0 n/a n/a 0.0%0.0% 0.94 n/a 0% 0%
Gemini CLI Usage 0 n/a n/a 0.0%0.0% 0.90 n/a 0% 0%
Codex 0 n/a n/a 0.0%0.0% 0.82 n/a 0% 0%
djev-spark 0 n/a n/a 0.0%0.0% 0.77 n/a 0% 0%
Popcharts 0 n/a n/a 0.0%0.0% 0.71 n/a 0% 0%
UniiChat 0 n/a n/a 0.0%0.0% 0.70 n/a 0% 0%
CCUsage 0 n/a n/a 0.0%0.0% 0.58 n/a 0% 0%
Devin CLI Usage 0 n/a n/a 0.0%0.0% 0.57 n/a 0% 0%
Cursor CLI Usage 0 n/a n/a 0.0%0.0% 0.50 n/a 0% 0%
DeepSeek Harness Usage 0 n/a n/a 0.0%0.0% 0.48 n/a 0% 0%
code-peon 0 n/a n/a 0.0%0.0% 0.37 n/a 0% 0%
glasshouse 0 n/a n/a 0.0%0.0% 0.31 n/a 0% 0%
Bend ML 0 n/a n/a 0.0%0.0% 0.31 n/a 0% 0%
Codex CLI Usage 0 n/a n/a 0.0%0.0% 0.28 n/a 0% 0%
slopbro 0 n/a n/a 0.0%0.0% 0.25 n/a 41% 41%
Sycophant Bench 0 n/a n/a 0.0%0.0% 0.11 n/a 0% 0%
Clanker Mono 0 n/a n/a 0.0%0.0% 0.10 n/a 0% 0%
loophole 0 n/a n/a 0.0%0.0% 0.02 n/a 0% 0%
Z.ai CLI Usage 0 n/a n/a 0.0%0.0% 0.02 n/a 0% 0%