Review economics
hiyouga/LlamaFactory
Read from the 100 most recently merged pull requests ·
Pull requests with attributed agent authorship took only 0.4× the reviews submitted of the rest.
≥9%
Attributed
a floor
9
Attributed PRs
91
Other PRs
100
Read
Attributed — the latest 5
#10681 [ci] pin ruff version and fix lint errors
0 reviews · 0h to merge
#10678 [docs] update readme
0 reviews · 0h to merge
#10677 [docs] update trend badge and promote PenguinHarness in readme
0 reviews · 0h to merge
#10621 Revise bitsandbytes installation instructions in README
2 reviews · 2h to merge
#10613 fix(data): clarify `_nothink` suffix warning for reasoning-only models
2 reviews · 2h to merge
The rest — the latest 5
#10643 [v1] refactor NPU kernel matching by model type
3 reviews · 23.1d to merge
#10708 [model] add MOSS-VL support
2 reviews · 2.9d to merge
#10656 [v1] Support multimodal data training
2 reviews · 15.1d to merge
#10707 fix(ci): align workflow Python version with requires-python
1 reviews · 0h to merge
#10268 update npu docker
2 reviews · 4h 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; 7 PRs came off an agent branch with no commit attribution, so the real share runs higher; reads 100 of 1012 merged PRs — the rest have not been analyzed yet.
Detected: Claude Code, Gemini CLI, OpenAI Codex, Cursor agent, GitHub Copilot coding agent.
“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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