Pulse
2026-09-18-v3.0
Dataset
2026-10-27-catalog-ai-v2
Ruleset
b2e8889c66f7
Scanned
2026-10-27
Window
February–September 15, 2026
Catalog tracking observation. This repository is measured with the same fixed window and ruleset, but it is not part of the published benchmark or its aggregate claims.

Find the ghost tokens. Fix them. Survive compaction. Avoid context quality decay.

01Result

alexgreensh/token-optimizer ↗

alexgreensh/token-optimizer AI coding statistics: 48.7%

of 1,221 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
48.7% agent · top contributor 98.2%7 contributors
individual

One person is driving this. The headline number reflects a single contributor's workflow, not a project-wide shift.

595
agent commits
626
other considered commits
7
agent contributors
98.2%
largest contributor

02Drivers

What shapes this result

Mode, timing, and detected signatures show whether the result reflects broad adoption or one concentrated workflow.

Assisted or autonomous

595assisted
0autonomous

Assisted — a developer’s identity authored the commit and the agent added itself as co-author. Autonomous — a bot identity authored the commit without a human identity attached.

Agent share by month

Agent-attributed commit share by month
MonthAgent shareConsidered commits
2026-0294.4%18
2026-0399.3%139
2026-0430.4%207
2026-0512.7%79
2026-0620.4%137
2026-0780.1%191
2026-0886.3%197
2026-096.3%253

Peak month: 99.3%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic53243.6%
DevinCognition625.1%
OpenAI CodexOpenAI10.1%

03Evidence

Inspect the matches

Public commit samples let you inspect the signatures behind the aggregate result.

Matched commit samples

04Method

What entered the denominator

The result begins with commit history, removes merges and routine automation, and reports literal agent signatures as a lower bound.

Exclusion ledger

Commits in window1,293
Merge commits removed−62
CI / dependency bots removed−10
Considered1,221

Bots are excluded from the denominator entirely. Agent attribution requires a literal supported signature; no code-style inference is used.

Continue exploring

Claude Code commitsBrowse repositories with detected Claude Code signatures →Devin commitsBrowse repositories with detected Devin signatures →OpenAI Codex commitsBrowse repositories with detected OpenAI Codex signatures →Python AI coding statisticsCompare evidence across Python repositories →GitHub AI commit analyzerInspect another repository with the same evidence model →
Reproduce this observation

Run the same detector locally.

Deterministic signature matching; no code-style inference. Squash merges can remove trailers, so this result remains a measured floor.

npx qmmit-cli alexgreensh/token-optimizer

Scan another repository

Try