Review economics
78/xiaozhi-esp32
Read from the 100 most recently merged pull requests ·
Pull requests with attributed agent authorship took only 0.7× the time to merge of the rest.
≥10%
Attributed
a floor
11
Attributed PRs
89
Other PRs
100
Read
Attributed — the latest 5
#2155 Fix mirrored camera image on AtomS3R-M12 (OV3660)
0 reviews · 14h to merge
#1944 chore: upgrade version to 2.2.6
0 reviews · 0h to merge
#2023 Validate MQTT goodbye session IDs
0 reviews · 39h to merge
#1981 fix(esp32-s3-touch-amoled-1.8): keep wake word always-on while charging
0 reviews · 17.3d to merge
#1964 fix(blufi): GET_WIFI_LIST triggers real-time scan with guaranteed response
0 reviews · 2.4d to merge
The rest — the latest 5
How this was measured
10% of merged commits carry agent attribution — a floor, not the share; tools that only complete code inline leave no commit trail, so the unattributed side includes AI-assisted work; 10 PRs came off an agent branch with no commit attribution, so the real share runs higher; reads 100 of 534 merged PRs — the rest have not been analyzed yet.
Detected: OpenAI Codex, GitHub Copilot coding agent, Cursor agent, Claude Code.
“Attributed” means a commit carried an agent’s signature — a co-author trailer, an agent commit identity, or an agent bot account. Tools that only complete code inline leave no such mark, so the other column is “rest”, not “human-written”. Full method and its limits
The badge reads this repo’s current report, so it follows the number.
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