Review economics
ATH-MaaS/Pixelle-Video
Read from the 17 most recently merged pull requests ·
Pull requests with attributed agent authorship took only 0.2× the time to merge of the rest.
≥9%
Attributed
a floor
4
Attributed PRs
13
Other PRs
17
Read
Attributed — the latest 4
#128 fix: remove broken CLI entry points referencing non-existent cli module
0 reviews · 27h to merge
#130 fix: handle videos without audio in _trim_video_to_duration
0 reviews · 27h to merge
#131 fix: remove duplicate delete_task that doesn't update index
0 reviews · 27h to merge
#129 fix: correct TTS voice parameter name in asset_based pipeline
0 reviews · 27h to merge
The rest — the latest 5
#157 Add new project details to README
0 reviews · 0h to merge
#155 Adding research series in README
0 reviews · 0h to merge
#123 fix: lazy ffmpeg check, workflow scan caching, index-based task listing
0 reviews · 4.4d to merge
#116 Fix Windows Playwright HTML rendering under Streamlit
0 reviews · 6.0d to merge
#82 fix: playwright not found in docker build
0 reviews · 22.1d to merge
How this was measured
9% 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; 1 PR came off an agent branch with no commit attribution, so the real share runs higher.
Detected: Claude Code, OpenAI Codex.
“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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