Review economics
xtekky/gpt4free
Read from the 100 most recently merged pull requests ·
Pull requests with attributed agent authorship took only 0.5× the commits after first review of the rest.
≥24%
Attributed
a floor
27
Attributed PRs
73
Other PRs
100
Read
Attributed — the latest 5
#3419 Fix finish_reason to return "tool_calls" when tool calls are present
0 reviews · 4h to merge
#3415 Add .pa.py safe provider executor, workspace file MCP tools, --safe server mode, sandbox security hardening, /pa/* API routes, and secure workspace file serving with origin isolation
0 reviews · 29h to merge
#3417 Fix RGBA image thumbnail creation failing with JPEG format
0 reviews · 18h to merge
#3414 fix(setup): replace nodriver with zendriver; add WindowsApps shim support in start-browser.sh
0 reviews · 2h to merge
#3394 Add config.yaml custom model routing with quota-aware provider selection
0 reviews · 19h to merge
The rest — the latest 5
#3496 Gemini: cookie snapshot, XSRF retry, prompt
0 reviews · 5h to merge
#3492 Refactor Gemini provider: extract utils and add tests
0 reviews · 2.6d to merge
#3491 Fix upload multi images in Qwen.py
0 reviews · 1h to merge
#3429 Fix get_models ,Update Qwen provider models and thinking mode
0 reviews · 12h to merge
#3413 Improve LMArena auth, image handling & cookies
0 reviews · 3h to merge
How this was measured
24% 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; reads 100 of 907 merged PRs — the rest have not been analyzed yet.
Detected: 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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